{"meta":{"query_hash":"30d9d779db9f","filters":{"venue":"Brain stimulation"},"cohort_total":615,"direct_labels_cover":1,"predictions_cover":615,"exported":615,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/30d9d779db9f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Brain+stimulation"},"results":[{"id":"W1226919057","doi":"10.1016/j.brs.2015.08.011","title":"Alcohol Intoxication by Binge Drinking Impairs Neuroplasticity","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Campbell Institute","keywords":"Neuroplasticity; Binge drinking; Psychology; Neuroscience; Medicine; Poison control; Injury prevention; Environmental health","score_opus":0.08457129355381264,"score_gpt":0.3164302632188335,"score_spread":0.23185896966502084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1226919057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92743045,0.000038068134,0.06609905,0.0016769392,0.00046774617,0.0004888092,0.000014197887,0.00040467986,0.003380078],"genre_scores_gemma":[0.9979729,0.0000032569303,0.00061739626,0.0009536988,0.00011899438,0.000021909142,0.00001263555,0.000028177907,0.00027102669],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99820936,0.00020915984,0.0003370971,0.00046280219,0.00051847,0.00026311688],"domain_scores_gemma":[0.9984013,0.0009903371,0.00012584774,0.00023208463,0.000106229534,0.00014421223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027427144,0.00018408049,0.00016632034,0.0001271623,0.00019506968,0.00008152297,0.00016243542,0.00007247717,0.000048981543],"category_scores_gemma":[0.0033020964,0.0001880978,0.000047431993,0.0004918945,0.000103326565,0.00032632507,0.000054558106,0.00012405313,0.00017381298],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019593762,0.0001606468,0.015078542,0.000013368601,0.0000063808034,0.000005988963,0.0016791994,0.04566661,0.9154401,0.0023870375,0.00870794,0.010658291],"study_design_scores_gemma":[0.0087723965,0.00085586763,0.37157598,0.00006158005,0.00007600277,0.000030974144,0.00015900224,0.5382535,0.044410907,0.007194706,0.027460659,0.0011484219],"about_ca_topic_score_codex":0.000030454728,"about_ca_topic_score_gemma":0.00000654869,"teacher_disagreement_score":0.87102914,"about_ca_system_score_codex":0.00007506235,"about_ca_system_score_gemma":0.000035232413,"threshold_uncertainty_score":0.76704055},"labels":[],"label_agreement":null},{"id":"W1549683601","doi":"10.1016/j.brs.2015.05.003","title":"Subdural Continuous Theta Burst Stimulation of the Motor Cortex in Essential Tremor","year":2015,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"CTBS; Transcranial magnetic stimulation; Neuroscience; Primary motor cortex; Motor cortex; Stimulation; Transcranial alternating current stimulation; Essential tremor; Cortex (anatomy); Psychology; Medicine; Physics","score_opus":0.03869228794432219,"score_gpt":0.284352585330261,"score_spread":0.24566029738593878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549683601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.766645,0.0001854418,0.0011927205,0.21791787,0.0038811034,0.0054466524,0.0006208118,0.000301768,0.0038085969],"genre_scores_gemma":[0.96236026,0.0000039657193,0.00009188663,0.03304463,0.0011729606,0.00004429107,0.00010048135,0.000085441876,0.0030960771],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9954091,0.0007237292,0.0011702873,0.0008294051,0.0013774164,0.00049008837],"domain_scores_gemma":[0.9961376,0.0019779752,0.0008091173,0.0007442277,0.0002780114,0.000053059408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042258715,0.00050944526,0.00075220806,0.0003738315,0.00016234948,0.00007655699,0.0005899415,0.0005994331,0.00014589938],"category_scores_gemma":[0.0022201538,0.00041428686,0.00027171551,0.0008012863,0.00040858143,0.00023124796,0.00013295468,0.0008824008,0.00004077423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021256716,0.00057247735,0.020857498,0.0006244197,0.00010052068,0.00020917779,0.0050144526,0.085401624,0.44068506,0.00053198304,0.43876496,0.0051121446],"study_design_scores_gemma":[0.011624513,0.00065939646,0.759878,0.0004917736,0.00032588537,0.000041471096,0.00008999118,0.15748875,0.0013895383,0.0046931063,0.061744824,0.0015728041],"about_ca_topic_score_codex":0.00021491366,"about_ca_topic_score_gemma":0.000036970003,"teacher_disagreement_score":0.73902047,"about_ca_system_score_codex":0.00017045358,"about_ca_system_score_gemma":0.00017188764,"threshold_uncertainty_score":0.9998309},"labels":[],"label_agreement":null},{"id":"W1551302893","doi":"10.1016/j.brs.2015.03.005","title":"Subcallosal Cingulate Connectivity in Anorexia Nervosa Patients Differs From Healthy Controls: A Multi-tensor Tractography Study","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; University of Toronto; University Health Network","funders":"Yale University; Klarman Family Foundation; Canadian Institutes of Health Research; Medtronic","keywords":"Anorexia nervosa; Cingulum (brain); White matter; Fornix; Fractional anisotropy; Diffusion MRI; Psychology; Anterior cingulate cortex; Corpus callosum; Internal capsule; Medicine; Magnetic resonance imaging; Neuroscience; Psychiatry; Eating disorders; Radiology; Hippocampus; Cognition","score_opus":0.05605238346459756,"score_gpt":0.35367547704683444,"score_spread":0.2976230935822369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551302893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968365,0.000053508058,0.0006681291,0.00015129877,0.0005728829,0.0014669171,0.0000380596,0.000113953,0.00009874235],"genre_scores_gemma":[0.99901825,2.50749e-7,0.00024034035,0.0003416463,0.000062938154,0.000089972316,0.00017958724,0.00003626981,0.000030719173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761957,0.0006485536,0.00049923925,0.000552406,0.0003048182,0.00037539602],"domain_scores_gemma":[0.9986679,0.00048761713,0.00022254005,0.00032682193,0.0001318728,0.00016324538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045716017,0.00024331812,0.00039345663,0.00024875998,0.000082886705,0.000039718652,0.00012448871,0.00017757004,0.00006991437],"category_scores_gemma":[0.00029172644,0.00023555083,0.00008950673,0.00036401363,0.00005034444,0.0001416372,0.000027691643,0.00025015068,0.00003406826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010389766,0.0051889084,0.9809723,0.000002638702,0.000038022707,0.00001381265,0.0069801067,0.0006005843,0.00008453525,0.000016646996,0.00020094159,0.0048625525],"study_design_scores_gemma":[0.017992316,0.0013764373,0.9746059,0.000011349021,0.00003592827,2.710203e-7,0.0014182358,0.0040938975,5.085759e-7,0.00019647737,0.000023439265,0.00024523537],"about_ca_topic_score_codex":0.0070238323,"about_ca_topic_score_gemma":0.0023056075,"teacher_disagreement_score":0.01695334,"about_ca_system_score_codex":0.00007992192,"about_ca_system_score_gemma":0.000030569438,"threshold_uncertainty_score":0.9995885},"labels":[],"label_agreement":null},{"id":"W1625906005","doi":"10.1016/j.brs.2015.07.044","title":"Rapid Modulation of Protein Expression in the Rat Hippocampus Following Deep Brain Stimulation of the Fornix","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Fornix; Hippocampus; Neuroscience; Stimulation; Modulation (music); Deep brain stimulation; Protein expression; Psychology; Biology; Medicine; Internal medicine; Physics; Biochemistry","score_opus":0.03764780781678485,"score_gpt":0.2958003893724392,"score_spread":0.25815258155565435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625906005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99199843,0.00016068747,0.0037316722,0.0020681035,0.0000855104,0.0016846221,0.0000020538048,0.000017368428,0.00025152575],"genre_scores_gemma":[0.99870354,9.4609663e-7,0.0006847961,0.00043091478,0.000027580005,0.000040213323,0.000050076764,0.000012457818,0.000049467126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984905,0.00032731873,0.00038467476,0.0001941736,0.00046738554,0.00013595218],"domain_scores_gemma":[0.999037,0.00032326867,0.00022376106,0.00030491824,0.00007332548,0.000037687954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005452772,0.00012614914,0.00021952274,0.000084162,0.000056104793,0.0000082876095,0.00009505615,0.00010482865,0.000013016302],"category_scores_gemma":[0.00097188837,0.00007102712,0.00012270254,0.0003504174,0.00003925074,0.0001335048,0.000033457116,0.00011071507,0.0000020117827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002291755,0.0015851014,0.41134918,0.00017870484,0.000070900795,0.000019597173,0.005422665,0.17685564,0.2785851,0.0005261814,0.00080185774,0.1223133],"study_design_scores_gemma":[0.0075049866,0.0007871476,0.8073561,0.00022192008,0.000060065566,0.0000021342794,0.00023431286,0.15185939,0.005145971,0.026583357,0.00012397424,0.00012065354],"about_ca_topic_score_codex":0.000022242775,"about_ca_topic_score_gemma":0.000013265828,"teacher_disagreement_score":0.3960069,"about_ca_system_score_codex":0.00003929637,"about_ca_system_score_gemma":0.000038463455,"threshold_uncertainty_score":0.2896402},"labels":[],"label_agreement":null},{"id":"W1939912498","doi":"10.1016/j.brs.2015.10.008","title":"Intracortical Microstimulation Parameters Dictate the Amplitude and Latency of Evoked Responses","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Microstimulation; Stimulus (psychology); Forelimb; Stimulation; Neuroscience; Amplitude; Latency (audio); Motor cortex; Evoked potential; Anesthesia; Medicine; Audiology; Psychology; Physics; Computer science","score_opus":0.08513060203581996,"score_gpt":0.3157231635358519,"score_spread":0.23059256150003193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939912498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959204,0.00001649979,0.0025793498,0.0010016887,0.00014860886,0.00021680315,0.0000042455763,0.00004967491,0.0000626916],"genre_scores_gemma":[0.9992215,0.0000059423737,0.00027323337,0.00038202177,0.000017225113,0.0000049794085,0.0000010742438,0.000009240909,0.0000847612],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990149,0.00012724924,0.00022139566,0.00023221217,0.00024518647,0.00015904289],"domain_scores_gemma":[0.9984615,0.0011995559,0.00007419162,0.00015863439,0.000031472453,0.000074649426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028502944,0.00009206632,0.000099786404,0.00007456014,0.000083791536,0.000046443947,0.00010975347,0.00003333252,0.0000022712873],"category_scores_gemma":[0.0032110296,0.000066685425,0.000024292249,0.00027647536,0.00017904697,0.00026234912,0.000046883077,0.00008759376,0.0000050901017],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001425369,0.000019195451,0.0027946157,0.000006118572,8.4500346e-7,0.0000042159063,0.00038133282,0.023002585,0.9704447,0.00113058,0.000035870715,0.0020374525],"study_design_scores_gemma":[0.00093238,0.00031264307,0.22946043,0.000027171971,0.000016212785,0.000039260885,0.000037693553,0.449419,0.314811,0.0044823703,0.00025463421,0.00020721945],"about_ca_topic_score_codex":0.000010381549,"about_ca_topic_score_gemma":7.2802214e-7,"teacher_disagreement_score":0.6556337,"about_ca_system_score_codex":0.000014292,"about_ca_system_score_gemma":0.000022405358,"threshold_uncertainty_score":0.38441342},"labels":[],"label_agreement":null},{"id":"W1965061301","doi":"10.1016/j.brs.2013.02.002","title":"Stimulation of the Pre-SMA Influences Cerebral Blood Flow in Frontal Areas Involved with Inhibitory Control of Action","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"SMA*; Inhibitory postsynaptic potential; Inhibitory control; Stimulation; Neuroscience; Cerebral blood flow; Action (physics); Psychology; Medicine; Internal medicine; Computer science; Physics; Cognition","score_opus":0.0232891450924781,"score_gpt":0.2513319208095326,"score_spread":0.2280427757170545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965061301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932273,0.000029162245,0.004682744,0.00028720102,0.00016059211,0.0013917974,0.000019137076,0.00004495461,0.00015710531],"genre_scores_gemma":[0.9991773,0.0000014517184,0.00052653445,0.00011976172,0.00005366376,0.00005782504,0.000004190356,0.000017946802,0.00004137504],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980348,0.00027831955,0.0005880204,0.00033433805,0.0005634267,0.00020114167],"domain_scores_gemma":[0.9981812,0.0009492823,0.00038812557,0.0002654639,0.00017620098,0.0000397212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016506581,0.0001922887,0.00028765135,0.00017423082,0.000106269574,0.00002496325,0.00016751616,0.00010137964,0.00009294492],"category_scores_gemma":[0.0006935877,0.00014222685,0.000072454626,0.0005160044,0.0002736764,0.0005434793,0.00003143497,0.00013958015,0.0000060948673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027493015,0.00014836655,0.31683928,0.000034837754,0.00001001465,3.0733682e-7,0.00080542074,0.31377363,0.36672458,0.00010908405,0.00001236833,0.0012671956],"study_design_scores_gemma":[0.003954892,0.00025405866,0.7847144,0.00008624866,0.00003636,0.0000012939519,0.00007901862,0.18405084,0.026187915,0.0005096951,0.000005044388,0.000120198296],"about_ca_topic_score_codex":0.00043388444,"about_ca_topic_score_gemma":0.00025509682,"teacher_disagreement_score":0.46787515,"about_ca_system_score_codex":0.00004026161,"about_ca_system_score_gemma":0.00006300412,"threshold_uncertainty_score":0.5799843},"labels":[],"label_agreement":null},{"id":"W1967653691","doi":"10.1016/j.brs.2011.06.003","title":"A randomized controlled trial of sequentially bilateral prefrontal cortex repetitive transcranial magnetic stimulation in the treatment of negative symptoms in schizophrenia","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; National Alliance for Research on Schizophrenia and Depression; Canadian Institutes of Health Research; Ontario Mental Health Foundation; Medtronic","keywords":"Transcranial magnetic stimulation; Prefrontal cortex; Schizophrenia (object-oriented programming); Deep transcranial magnetic stimulation; Randomized controlled trial; Neuroscience; Stimulation; Psychology; Medicine; Brain stimulation; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Cognition","score_opus":0.03535928371477754,"score_gpt":0.2808497141837773,"score_spread":0.24549043046899977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967653691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861474,0.00006822272,0.0011550633,0.000091877715,0.00027668226,0.010758795,0.000034863886,0.000033503133,0.0014335664],"genre_scores_gemma":[0.99862623,0.00003702528,0.00052806945,0.000040910865,0.0000642876,0.00060613704,0.000010168224,0.000023113256,0.000064067855],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949869,0.0019318154,0.0016846515,0.00050858955,0.0006057922,0.00028225788],"domain_scores_gemma":[0.9941657,0.0048093298,0.00057621545,0.00029227437,0.000117897944,0.000038577604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008277846,0.00034259705,0.0014307767,0.00046064577,0.00006939275,0.000020288346,0.00019936656,0.00013665836,0.00019080703],"category_scores_gemma":[0.0011356211,0.00023831586,0.00041228303,0.0006283971,0.00047504707,0.00022573204,0.0000112160305,0.000114995746,0.000003712574],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.918207,0.0014187209,0.00043227297,0.000015789798,0.000037995236,0.000010122111,0.021629717,0.00589618,0.048669647,0.0015896881,3.7301774e-7,0.0020924888],"study_design_scores_gemma":[0.8278197,0.00348003,0.12827717,0.000057375295,0.00018228698,0.0000024376113,0.00009884395,0.03596511,0.0013915229,0.0025430743,0.0000016165167,0.00018083036],"about_ca_topic_score_codex":0.00065659813,"about_ca_topic_score_gemma":0.0003280313,"teacher_disagreement_score":0.12784488,"about_ca_system_score_codex":0.00008932194,"about_ca_system_score_gemma":0.00009527448,"threshold_uncertainty_score":0.9718239},"labels":[],"label_agreement":null},{"id":"W1968862554","doi":"10.1016/j.brs.2013.12.002","title":"Testing a Neurobiological Model of Depersonalization Disorder Using Repetitive Transcranial Magnetic Stimulation","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"King's College London; Medical Research Council; National Institute for Health and Care Research","keywords":"Transcranial magnetic stimulation; Ventrolateral prefrontal cortex; Depersonalization; Arousal; Psychology; Functional magnetic resonance imaging; Prefrontal cortex; Medicine; Neuroscience; Stimulation; Clinical psychology; Cognition","score_opus":0.04854366550039958,"score_gpt":0.2908429480464577,"score_spread":0.24229928254605815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968862554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9047802,0.000045533707,0.09320724,0.00016156927,0.000033318687,0.00083341805,0.000007942854,0.000049755028,0.0008810043],"genre_scores_gemma":[0.9842966,0.0000018395372,0.015291084,0.00014270273,0.000029631015,0.000021386926,0.000088548666,0.000020191805,0.00010799172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904305,0.000053951262,0.0003314906,0.0002329941,0.0001856889,0.00015283893],"domain_scores_gemma":[0.9993152,0.00017606407,0.00012653458,0.00013846077,0.00018775591,0.000055976532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007489341,0.00014248652,0.00021415485,0.00009124145,0.0000681072,0.000013900148,0.00003444959,0.00009123714,0.00018278774],"category_scores_gemma":[0.00024987562,0.000120176985,0.00006732717,0.0002365863,0.00004851641,0.00015146534,0.000008902701,0.000055187116,0.0000086525515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002692839,0.00085031067,0.28276974,0.00015751408,0.000054307184,0.0000025491108,0.0010403615,0.4393421,0.25764397,0.00045765072,0.000028990624,0.01738324],"study_design_scores_gemma":[0.0017859335,0.00029410902,0.28365117,0.00012881697,0.000055248438,0.0000055119863,0.00003625577,0.7115627,0.00005817702,0.0023429997,0.0000019827512,0.000077082346],"about_ca_topic_score_codex":0.00010430953,"about_ca_topic_score_gemma":0.0000022473714,"teacher_disagreement_score":0.2722206,"about_ca_system_score_codex":0.000031743297,"about_ca_system_score_gemma":0.00003756785,"threshold_uncertainty_score":0.49006754},"labels":[],"label_agreement":null},{"id":"W1974153794","doi":"10.1016/j.brs.2011.04.005","title":"Novel attempts to optimize vagus nerve stimulation parameters on serotonin neuronal firing activity in the rat brain","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Vagus nerve stimulation; Serotonin; Neuroscience; Stimulation; Vagus nerve; Brain stimulation; Medicine; Psychology; Internal medicine; Receptor","score_opus":0.18471842258512258,"score_gpt":0.3583307480492971,"score_spread":0.17361232546417452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974153794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639472,0.0000023592465,0.027673481,0.0043842695,0.0002600737,0.0023734863,0.000021165433,0.00013878704,0.00119921],"genre_scores_gemma":[0.9923145,3.90516e-7,0.0032045175,0.0038566813,0.0000783772,0.00017905253,0.000015507847,0.000057250007,0.00029373178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99551713,0.0010765743,0.000523929,0.001022533,0.0011817841,0.00067804137],"domain_scores_gemma":[0.99380845,0.004943225,0.00020860146,0.00076344056,0.000091751244,0.00018452063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014721379,0.00037553682,0.00030224462,0.00056323234,0.00036021453,0.00018768776,0.00064094417,0.00016272307,0.00014500247],"category_scores_gemma":[0.004591615,0.00032785002,0.0001327114,0.0013775702,0.00010473148,0.00066170056,0.00016542173,0.0005640025,0.00019493455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000818904,0.0003632347,0.007095869,0.000016245667,0.000004369111,0.00002351337,0.00145089,0.8068863,0.1754179,0.00077154883,0.0005145296,0.0066367066],"study_design_scores_gemma":[0.0018417749,0.00044603096,0.49789417,0.000046486428,0.0000063009347,0.000009620527,0.000020498783,0.46257207,0.036352824,0.0003727779,0.00010701027,0.0003304185],"about_ca_topic_score_codex":0.00035231814,"about_ca_topic_score_gemma":0.00008746225,"teacher_disagreement_score":0.49079832,"about_ca_system_score_codex":0.00020994672,"about_ca_system_score_gemma":0.00007694509,"threshold_uncertainty_score":0.9999173},"labels":[],"label_agreement":null},{"id":"W1976938065","doi":"10.1016/j.brs.2011.01.002","title":"Triple-pulse TMS to study interactions between neural circuits in human cortex","year":2011,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Neuroscience; Transcranial magnetic stimulation; Biological neural network; Excitatory postsynaptic potential; Psychology; Human brain; Inhibitory postsynaptic potential; Pulse (music); Motor cortex; Stimulation; Computer science","score_opus":0.23681955655237075,"score_gpt":0.427672093771812,"score_spread":0.19085253721944123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976938065","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17632681,0.742965,0.006021195,0.0005167516,0.006907177,0.052320626,0.000935912,0.0020504459,0.011956132],"genre_scores_gemma":[0.9617582,0.036106274,0.000056847704,0.00016606519,0.0004155327,0.0005449483,0.00007734182,0.0001428762,0.0007319249],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9954928,0.0009348178,0.0014834248,0.0011623009,0.00045972338,0.0004668973],"domain_scores_gemma":[0.99659383,0.0021008,0.0004329018,0.000624596,0.00007808175,0.0001697947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038285812,0.00062474335,0.0015866983,0.0010654702,0.00032714516,0.000101354206,0.000514225,0.00018537784,0.000450291],"category_scores_gemma":[0.0013287951,0.0006134295,0.0002970295,0.0016884593,0.00006941684,0.00026172062,0.00015464982,0.0005675673,0.00032012645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016369855,0.0004405791,0.0013535154,0.00046959563,0.00003711951,0.00002651751,0.0018339959,0.00025755377,0.00030691674,0.00014945737,0.0001196362,0.99498874],"study_design_scores_gemma":[0.004525882,0.0015002775,0.61500424,0.002840848,0.0011527439,0.000026853913,0.000113798575,0.0005302112,0.0000059188014,0.00040010997,0.37193185,0.0019672697],"about_ca_topic_score_codex":0.00018053043,"about_ca_topic_score_gemma":0.00014955837,"teacher_disagreement_score":0.9930215,"about_ca_system_score_codex":0.00018032685,"about_ca_system_score_gemma":0.000057163972,"threshold_uncertainty_score":0.9996317},"labels":[],"label_agreement":null},{"id":"W1982662838","doi":"10.1016/j.brs.2012.05.003","title":"An Open Label Trial of Clustered Maintenance rTMS for Patients with Refractory Depression","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Depression (economics); Open label; Refractory (planetary science); Maintenance therapy; Medicine; Treatment-resistant depression; Clinical trial; Antidepressant; Psychology; Internal medicine; Psychiatry; Stimulation; Anxiety; Chemotherapy","score_opus":0.08100603202974808,"score_gpt":0.3551132842778107,"score_spread":0.2741072522480626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982662838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755078,0.000008930479,0.020730603,0.000087265995,0.00032489275,0.0027572887,0.000059774047,0.000047724705,0.00047574093],"genre_scores_gemma":[0.99468005,0.000001136851,0.004735183,0.00020516588,0.000110188084,0.000107927226,0.000027732736,0.000027267239,0.00010537251],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986464,0.00014814493,0.00032864686,0.00030285682,0.0003229009,0.00025109388],"domain_scores_gemma":[0.99827325,0.00095039606,0.00025184618,0.00029503205,0.00014965332,0.000079811696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027026786,0.00014171746,0.00022053739,0.000068110516,0.00015665713,0.000035757042,0.00025168664,0.00006570594,0.000025481078],"category_scores_gemma":[0.0009781203,0.00011197263,0.00002193506,0.00017960249,0.00007470106,0.0007971759,0.000054732693,0.000053416505,0.0000043789814],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.32943225,0.011868105,0.12487632,0.00018415596,0.000043660766,8.209889e-7,0.004460246,0.010570742,0.40746996,0.0035268164,0.0015881925,0.10597871],"study_design_scores_gemma":[0.19414298,0.0054245917,0.7792816,0.00008465124,0.000050715567,5.123609e-7,0.000032144726,0.015877737,0.0024115185,0.00049575855,0.0018234614,0.0003743299],"about_ca_topic_score_codex":0.00001558414,"about_ca_topic_score_gemma":0.000004631457,"teacher_disagreement_score":0.6544053,"about_ca_system_score_codex":0.00002890983,"about_ca_system_score_gemma":0.000021854623,"threshold_uncertainty_score":0.45661113},"labels":[],"label_agreement":null},{"id":"W1986276584","doi":"10.1016/j.brs.2014.01.005","title":"Top-down Control of Dyskinesias in PD Using Brain Stimulation","year":2014,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; SMA*; Transcranial magnetic stimulation; Supplementary motor area; Basal ganglia; Psychology; Motor cortex; Parkinson's disease; Stimulation; Levodopa; Brain stimulation; Motor area; Dysfunctional family; Motor control; Medicine; Disease; Central nervous system; Functional magnetic resonance imaging; Internal medicine; Computer science; Psychiatry","score_opus":0.03482978508682715,"score_gpt":0.30666252496145846,"score_spread":0.2718327398746313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986276584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54209375,0.00017222342,0.02233098,0.4317377,0.00025781378,0.002423083,0.000047408503,0.00009544977,0.0008416066],"genre_scores_gemma":[0.719078,0.0000016862501,0.00032549314,0.2791641,0.00047521017,0.00001543309,0.0005960148,0.000042464733,0.00030161624],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977833,0.0002622215,0.0006634472,0.0005034273,0.00045976246,0.0003278241],"domain_scores_gemma":[0.9980449,0.0010129212,0.0003846681,0.00037691803,0.00012662422,0.000053958054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024485352,0.00034839133,0.00079223537,0.00038187864,0.00004520525,0.000017834027,0.000084421794,0.0007298893,0.00017362744],"category_scores_gemma":[0.0005835902,0.00030216624,0.00018525666,0.0002812405,0.000066631146,0.00008232935,0.000022348435,0.0005689875,0.000019782636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027212095,0.0012103594,0.4191416,0.0015337123,0.000509973,0.0017172737,0.000350861,0.13748927,0.010970622,0.00019883909,0.4082994,0.015856909],"study_design_scores_gemma":[0.024246195,0.0017408401,0.4253889,0.00068092474,0.00062772067,0.0000461922,0.0000068358654,0.50725996,0.00011619808,0.0057683936,0.03332734,0.0007905156],"about_ca_topic_score_codex":0.0001088617,"about_ca_topic_score_gemma":0.0000061898277,"teacher_disagreement_score":0.37497205,"about_ca_system_score_codex":0.000105662395,"about_ca_system_score_gemma":0.000065142856,"threshold_uncertainty_score":0.999943},"labels":[],"label_agreement":null},{"id":"W1986699174","doi":"10.1016/j.brs.2015.02.007","title":"Antidepressant-like Effects of Medial Forebrain Bundle Deep Brain Stimulation in Rats are not Associated With Accumbens Dopamine Release","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Nucleus accumbens; Medial forebrain bundle; Dopamine; Ventral tegmental area; Deep brain stimulation; Neuroscience; Antidepressant; Prefrontal cortex; Ventral striatum; Stimulation; Psychology; Internal medicine; Medicine; Striatum; Hippocampus; Parkinson's disease; Dopaminergic","score_opus":0.028206139422030884,"score_gpt":0.2859594441430334,"score_spread":0.25775330472100255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986699174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954019,0.00008591063,0.0014844688,0.0013049188,0.00011140009,0.001319649,0.000017308315,0.00008591501,0.00018851287],"genre_scores_gemma":[0.9976362,0.000003416195,0.00032176077,0.0013099046,0.000057063626,0.00003883015,0.00044191812,0.0000385022,0.00015239738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980228,0.0002529018,0.0004294443,0.0004175082,0.0005586042,0.0003187436],"domain_scores_gemma":[0.997549,0.0014713405,0.00032320005,0.00027131438,0.00018467644,0.00020048703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032329155,0.00025811483,0.0005497385,0.00021057502,0.000049249622,0.00001656602,0.00007183566,0.00019910072,0.00002160699],"category_scores_gemma":[0.0041723396,0.00020592933,0.00007547133,0.00048635132,0.00007988266,0.00019515544,0.000039570255,0.00018646865,0.000008401126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042765387,0.0024122947,0.9510087,0.00013866345,0.000121464385,0.00035722653,0.00051384704,0.031586528,0.0046941577,0.00008218763,0.0011126377,0.003695781],"study_design_scores_gemma":[0.016451998,0.002466996,0.9086657,0.00023560235,0.000117275085,0.0000041694384,0.0000396619,0.069599174,0.0012242716,0.00096576806,0.000027696653,0.00020169164],"about_ca_topic_score_codex":0.000079730824,"about_ca_topic_score_gemma":0.00040850567,"teacher_disagreement_score":0.042342976,"about_ca_system_score_codex":0.000106623454,"about_ca_system_score_gemma":0.00006967709,"threshold_uncertainty_score":0.8397555},"labels":[],"label_agreement":null},{"id":"W1991125957","doi":"10.1016/j.brs.2012.09.012","title":"Effects of Repeated Deep Brain Stimulation on Depressive- and Anxiety-Like Behavior in Rats: Comparing Entopeduncular and Subthalamic Nuclei","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Deep brain stimulation; Subthalamic nucleus; Psychology; Neuroscience; Globus pallidus; Neurochemical; Stimulation; Anxiety; Elevated plus maze; Medicine; Basal ganglia; Parkinson's disease; Internal medicine; Psychiatry; Central nervous system","score_opus":0.0170568953807787,"score_gpt":0.2811408249777614,"score_spread":0.2640839295969827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991125957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978841,0.00061522715,0.0001984186,0.00014316686,0.00004830078,0.0009850106,0.0000014299771,0.00003352847,0.00009084524],"genre_scores_gemma":[0.99927187,0.000030155199,0.00016026064,0.0003800293,0.000020469211,0.000030443967,0.00006186002,0.000018130506,0.00002678708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990232,0.000117079966,0.00023834241,0.00025670184,0.00016684813,0.00019781046],"domain_scores_gemma":[0.99929756,0.0003449246,0.00010160933,0.00013389073,0.000027580078,0.00009440792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342248,0.00015607031,0.00028057888,0.00012735094,0.000049842576,0.000011648743,0.000023085731,0.00010629139,0.000009890915],"category_scores_gemma":[0.00021876603,0.00013493179,0.000035568257,0.00013780493,0.000044767945,0.00014132535,0.000031914235,0.00010851787,0.0000022748056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003902587,0.000561317,0.94804263,0.00008852017,0.000020764199,0.000019249163,0.0002953214,0.0008261214,0.039213337,0.00006328109,0.000018199431,0.010461006],"study_design_scores_gemma":[0.0046438025,0.00040751055,0.97270507,0.0000811775,0.00010819513,0.0000068589266,0.000012546384,0.019653194,0.0021531067,0.000110835914,0.000015758025,0.00010197875],"about_ca_topic_score_codex":0.00004522876,"about_ca_topic_score_gemma":0.000009534882,"teacher_disagreement_score":0.03706023,"about_ca_system_score_codex":0.000031107527,"about_ca_system_score_gemma":0.0000056132267,"threshold_uncertainty_score":0.55023587},"labels":[],"label_agreement":null},{"id":"W1994005833","doi":"10.1016/j.brs.2012.08.005","title":"Meditation-Related Increases in GABAB Modulated Cortical Inhibition","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Ontario; Centre for Addiction and Mental Health; University of Toronto; York University","funders":"","keywords":"Meditation; Transcranial magnetic stimulation; Psychology; Neuroscience; Silent period; Stimulation; GABAergic; Neuroplasticity; Motor cortex; Inhibitory postsynaptic potential; Prefrontal cortex; Cognition","score_opus":0.03593957001508147,"score_gpt":0.3499879453529296,"score_spread":0.31404837533784813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994005833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741816,0.000064887936,0.021311877,0.00031456194,0.00055623957,0.00021711682,0.000007803216,0.00008296937,0.0032629522],"genre_scores_gemma":[0.9981723,1.3750103e-7,0.000058155892,0.000100874226,0.0001226549,0.00031346525,0.00026895563,0.000015687854,0.0009477956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99861145,0.00033871247,0.00044929388,0.00017681571,0.00017025736,0.00025346043],"domain_scores_gemma":[0.99923813,0.00033133826,0.00010761284,0.00016507556,0.0000573935,0.00010046563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044840857,0.00010780847,0.00013450232,0.00022950559,0.000083090476,0.000015911142,0.00003655994,0.00014740105,0.012539691],"category_scores_gemma":[0.00023476373,0.000107287815,0.000067566565,0.00040138364,0.000037691007,0.00023982406,0.000019917748,0.0001617738,0.00061406795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040346093,0.0044443086,0.30500832,0.00003559678,0.00012505667,0.000039668306,0.005280433,0.0033755263,0.002282948,0.60726523,0.036549393,0.03519003],"study_design_scores_gemma":[0.0013155346,0.000052966414,0.9801447,0.00006825734,0.000015285113,0.000015904665,0.00034432812,0.010281293,0.000098473356,0.0072264574,0.00029896872,0.00013786217],"about_ca_topic_score_codex":0.00027868818,"about_ca_topic_score_gemma":0.000036538102,"teacher_disagreement_score":0.6751363,"about_ca_system_score_codex":0.00005470448,"about_ca_system_score_gemma":0.000011214607,"threshold_uncertainty_score":0.98836297},"labels":[],"label_agreement":null},{"id":"W1995665032","doi":"10.1016/j.brs.2013.01.009","title":"Transcranial Direct Current Stimulation for Treatment of Refractory Childhood Focal Epilepsy","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":186,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"Transcranial direct-current stimulation; Tolerability; Epilepsy; Anesthesia; Electroencephalography; Medicine; Adverse effect; Stimulation; Randomized controlled trial; Brain stimulation; Psychology; Internal medicine; Psychiatry","score_opus":0.04712491636516918,"score_gpt":0.3107818837260966,"score_spread":0.2636569673609274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995665032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497859,0.00029138403,0.043626994,0.0006467688,0.0006983075,0.003677552,0.00013530733,0.0002182002,0.00091957184],"genre_scores_gemma":[0.99770206,0.000044739878,0.0013387906,0.000081664664,0.00030120782,0.00031904582,0.000045858527,0.000044615503,0.00012200655],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99781114,0.00016884191,0.00067533966,0.00057912036,0.00042216817,0.00034338236],"domain_scores_gemma":[0.9969097,0.0022762758,0.00023660918,0.000298386,0.00017588129,0.00010316576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011911854,0.00031263925,0.0004592232,0.00020359362,0.00021980082,0.00004276089,0.00012964632,0.000108971966,0.00024971293],"category_scores_gemma":[0.00062407623,0.0002845922,0.00024659053,0.0003264401,0.00012861686,0.00035459263,0.000011233416,0.000052594696,0.000052728836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007187379,0.0023301402,0.0057291696,0.00010703389,0.00004340277,9.46242e-7,0.004220453,0.047217462,0.4729858,0.0015962535,0.0005561874,0.4644944],"study_design_scores_gemma":[0.0119597735,0.002946126,0.84756595,0.00006332103,0.00013744498,0.0000025079923,0.00003454226,0.11491387,0.010853599,0.0033395104,0.0076512396,0.00053210737],"about_ca_topic_score_codex":0.000058217265,"about_ca_topic_score_gemma":0.000008080116,"teacher_disagreement_score":0.8418368,"about_ca_system_score_codex":0.00010431365,"about_ca_system_score_gemma":0.000053511307,"threshold_uncertainty_score":0.9999606},"labels":[],"label_agreement":null},{"id":"W2003403134","doi":"10.1016/j.brs.2008.09.005","title":"Localizing Broca's area for transcranial magnetic stimulation: Comparison of surface distance measurements and stereotaxic positioning","year":2008,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transcranial magnetic stimulation; Broca's area; Electromagnetic coil; Computer science; Magnetic resonance imaging; Computer vision; Artificial intelligence; Physics; Psychology; Stimulation; Neuroscience; Medicine; Radiology","score_opus":0.1387779217903525,"score_gpt":0.3278352854569458,"score_spread":0.1890573636665933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003403134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7497307,0.00052870257,0.24808377,0.00023905751,0.0001425075,0.0009333432,0.00004281228,0.00008940632,0.00020968883],"genre_scores_gemma":[0.9944406,0.000015409807,0.0052052117,0.00012657663,0.000055547138,0.000023524093,0.00001735945,0.00003447934,0.00008127503],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977298,0.00014884431,0.0007000541,0.0005260494,0.0005964155,0.00029885152],"domain_scores_gemma":[0.9979289,0.0013347578,0.00024004934,0.00020612849,0.00020345004,0.000086668144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002018817,0.00025999802,0.00041904004,0.00009045389,0.0005407736,0.00003876751,0.00012627702,0.000093019196,0.000044824264],"category_scores_gemma":[0.00046154013,0.00028409043,0.00009120292,0.00037690857,0.00027314565,0.0002810426,0.000021272077,0.00009657201,0.0000035238043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090645626,0.00021301713,0.06935437,0.00014552251,0.0000147392375,0.0000022191255,0.0029592304,0.3646882,0.55745226,0.0004604043,0.00016305406,0.0036405183],"study_design_scores_gemma":[0.0067332485,0.0008658728,0.32529354,0.00014714005,0.00009054379,0.000015873482,0.00009377842,0.6539842,0.011338961,0.0006700017,0.00031280392,0.0004540442],"about_ca_topic_score_codex":0.000021791686,"about_ca_topic_score_gemma":0.000018180843,"teacher_disagreement_score":0.5461133,"about_ca_system_score_codex":0.000049204526,"about_ca_system_score_gemma":0.00003428157,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W2003741166","doi":"10.1016/j.brs.2014.12.007","title":"Effects of Electrode Drift in Transcranial Direct Current Stimulation","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; National Institutes of Health; Evelyn F. McKnight Brain Research Foundation","keywords":"Transcranial direct-current stimulation; Current (fluid); Neuroscience; Stimulation; Electrode; Physical medicine and rehabilitation; Medicine; Psychology; Physics; Electrical engineering; Engineering","score_opus":0.01634838051160225,"score_gpt":0.2804441774510355,"score_spread":0.26409579693943325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003741166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389108,0.00014664594,0.057806447,0.00027294716,0.00041349934,0.0009828061,0.000006181306,0.00014627297,0.001314428],"genre_scores_gemma":[0.9992194,0.000019172963,0.00038807906,0.00012481917,0.00013533437,0.000038938346,0.000006929846,0.000030711377,0.00003660714],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975906,0.00046778622,0.00058185245,0.0005148817,0.00050778844,0.00033706534],"domain_scores_gemma":[0.9959664,0.0035161336,0.00017149629,0.00021550643,0.00006734162,0.000063164705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034454162,0.00024222613,0.00038797525,0.00033057944,0.00010005101,0.000023613327,0.00016067074,0.0000934394,0.000032211534],"category_scores_gemma":[0.0022029353,0.00024946485,0.00010673419,0.00073740596,0.000101943275,0.00022369584,0.000018940078,0.00016925299,0.000021468019],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034603034,0.0002796616,0.0059315534,0.0001602281,0.00000413704,0.0000014221055,0.0008394187,0.09231415,0.8524923,0.0033995723,0.000039274495,0.044192307],"study_design_scores_gemma":[0.0058022593,0.00040720787,0.71507895,0.00011485547,0.000039332193,0.0000011137752,0.0000030934048,0.21709608,0.057074785,0.0028495954,0.0012100707,0.00032268185],"about_ca_topic_score_codex":0.000032766646,"about_ca_topic_score_gemma":0.000025537016,"teacher_disagreement_score":0.7954175,"about_ca_system_score_codex":0.00004997298,"about_ca_system_score_gemma":0.000028353512,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W2004225411","doi":"10.1016/j.brs.2012.08.006","title":"New Targets for rTMS in Depression: A Review of Convergent Evidence","year":2012,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":265,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network","funders":"","keywords":"Ventromedial prefrontal cortex; Prefrontal cortex; Neuroscience; Transcranial magnetic stimulation; Psychology; Neuromodulation; Dorsolateral prefrontal cortex; Neuroimaging; Mood; Depression (economics); Consumer neuroscience; Brain stimulation; Cognitive psychology; Stimulation; Cognition; Clinical psychology","score_opus":0.2418836341836695,"score_gpt":0.4258962693049832,"score_spread":0.1840126351213137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004225411","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017058344,0.98287016,0.012106897,0.00016187599,0.00055088196,0.00408812,0.000044223096,0.00004592319,0.0001302121],"genre_scores_gemma":[0.00045291762,0.9963408,0.0020196459,0.0003102915,0.00021341858,0.00028916114,0.000026178892,0.000049818926,0.00029773384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968558,0.00038556565,0.001331522,0.00060191384,0.0004869807,0.0003381944],"domain_scores_gemma":[0.9928823,0.0057303533,0.0007378503,0.00043459298,0.00009763442,0.000117243726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006613863,0.0003995758,0.0015903575,0.00023359194,0.0000623236,0.000013046141,0.00032144831,0.00019996683,0.00041960826],"category_scores_gemma":[0.0052809278,0.00033995212,0.00041893267,0.000720029,0.000054227694,0.0002365114,0.00007897698,0.00017041009,0.000051556923],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029806732,0.00004128525,0.000035158955,0.08994023,0.000009065701,0.000001120504,0.00007104392,0.00007309987,0.00008673679,0.0002092911,0.0016585612,0.9078446],"study_design_scores_gemma":[0.00056649366,0.00006614523,0.00047781187,0.1398289,0.00040202588,0.0000059801814,8.0411314e-7,0.00024480076,0.000016695922,0.00012102543,0.85794306,0.0003262549],"about_ca_topic_score_codex":0.00001992481,"about_ca_topic_score_gemma":0.000003996049,"teacher_disagreement_score":0.9075183,"about_ca_system_score_codex":0.00009040662,"about_ca_system_score_gemma":0.00023289656,"threshold_uncertainty_score":0.9999052},"labels":[],"label_agreement":null},{"id":"W2014360838","doi":"10.1016/j.brs.2012.06.006","title":"An Investigation of Medial Temporal Lobe Changes and Cognition Following Antidepressant Response: A Prospective rTMS Study","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Antidepressant; Transcranial magnetic stimulation; Neuroplasticity; Neurogenesis; Neurocognitive; Psychology; Major depressive disorder; Hippocampus; Neuroscience; Neurotrophic factors; Brain-derived neurotrophic factor; Medicine; Amygdala; Cognition; Internal medicine; Stimulation; Receptor","score_opus":0.05447716310374491,"score_gpt":0.3279144453801168,"score_spread":0.27343728227637193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014360838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99688697,0.000053522846,0.0009836345,0.00030338226,0.00024683418,0.0013378015,0.000025897616,0.000108342436,0.000053587235],"genre_scores_gemma":[0.9991597,0.0000017622607,0.0004714838,0.00011933824,0.00014335374,0.000061805826,0.000010370846,0.000021584812,0.0000105938725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980026,0.0006473292,0.00030765598,0.00034943945,0.00047227804,0.00022068435],"domain_scores_gemma":[0.99828285,0.0011853314,0.00017598445,0.0001700126,0.00008121312,0.0001046007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008610101,0.00016820987,0.00023233985,0.00020102438,0.0002023372,0.00003614948,0.000071913695,0.000065770844,0.000011133957],"category_scores_gemma":[0.0013130604,0.00016484165,0.000032882333,0.00038832964,0.00014690327,0.0006157523,0.000032545922,0.00008207483,0.000009638399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006484417,0.00014572321,0.50411093,0.000010234287,0.00000831969,0.0000017913165,0.01026091,0.00017212357,0.48375392,0.00007032339,0.00000859462,0.0008086986],"study_design_scores_gemma":[0.002536304,0.00085767,0.97523624,0.000027957736,0.00006596009,0.0000029874357,0.0006398133,0.0034923297,0.016404683,0.00056061015,0.000006680523,0.00016873796],"about_ca_topic_score_codex":0.00003969622,"about_ca_topic_score_gemma":0.000032190193,"teacher_disagreement_score":0.47112536,"about_ca_system_score_codex":0.000024787249,"about_ca_system_score_gemma":0.000022267945,"threshold_uncertainty_score":0.67220473},"labels":[],"label_agreement":null},{"id":"W2014919571","doi":"10.1016/j.brs.2013.04.002","title":"Long Lasting Effects of Daily Theta Burst rTMS Sessions in the Human Amblyopic Cortex","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Neuroscience; Audiology; Medicine","score_opus":0.05225448561207276,"score_gpt":0.3443224890052322,"score_spread":0.29206800339315947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014919571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353755,0.000006417389,0.0043160873,0.0003519095,0.00011863744,0.00039518616,9.029079e-7,0.000045915232,0.0012274093],"genre_scores_gemma":[0.9986575,9.463022e-7,0.00007467208,0.00078125205,0.000047789217,0.000023747496,0.000005908913,0.000010913885,0.00039722148],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989197,0.0002603869,0.00021264891,0.0002071283,0.0002474128,0.00015269594],"domain_scores_gemma":[0.99889296,0.0007557055,0.00011831941,0.00017279838,0.000030566644,0.000029636924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023101422,0.00009414262,0.00010575986,0.000090088375,0.00021626943,0.00007259399,0.00017764863,0.00005591855,0.00012673443],"category_scores_gemma":[0.00064183766,0.000066323075,0.000031969223,0.0003172441,0.00005314662,0.00024064005,0.000031446,0.00012800565,0.000063228654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002953219,0.00007817431,0.002953955,0.000055251687,6.656082e-7,0.0000022438883,0.0016439375,0.00071977,0.9876658,0.0014527179,0.00013095562,0.0052936305],"study_design_scores_gemma":[0.0007957724,0.0001552736,0.91964346,0.0002141961,0.00000806198,0.0000055518185,0.00022057349,0.04206318,0.03065095,0.006039203,0.000048053793,0.00015572016],"about_ca_topic_score_codex":0.000047671274,"about_ca_topic_score_gemma":0.000011675306,"teacher_disagreement_score":0.9570148,"about_ca_system_score_codex":0.000014568206,"about_ca_system_score_gemma":0.00001377488,"threshold_uncertainty_score":0.27045766},"labels":[],"label_agreement":null},{"id":"W2014990805","doi":"10.1016/j.brs.2015.01.095","title":"An assessment of the discrepancy between BeamF3 versus MRI-neuronavigated target sites for repetitive transcranial magnetic stimulation of the left dorsolateral prefrontal cortex in 100 patients","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Neuroscience; Neuronavigation; Dorsolateral; Scalp; Concordance; Medicine; Prefrontal cortex; Stimulation; Psychology; Magnetic resonance imaging; Radiology; Anatomy; Internal medicine; Cognition","score_opus":0.047827675253349834,"score_gpt":0.34587552558411283,"score_spread":0.298047850330763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014990805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922462,0.000010747528,0.0037794136,0.00029995965,0.0005074019,0.0024980702,0.00043308287,0.000039722738,0.00018541681],"genre_scores_gemma":[0.9982132,7.920433e-7,0.0014642051,0.00004928941,0.00006902635,0.00003430321,0.000091168564,0.000033949796,0.000044122145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970722,0.00054098,0.0008101551,0.0005188012,0.00077137654,0.00028648763],"domain_scores_gemma":[0.9976951,0.0011160065,0.00040639722,0.0004345744,0.00027310796,0.00007480488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032019848,0.0002615016,0.00037135286,0.00010873644,0.00017008658,0.000028538387,0.00037073175,0.00011383534,0.000032596545],"category_scores_gemma":[0.0007636146,0.00019175473,0.00015744467,0.0004552498,0.00026604292,0.0003488547,0.00006183686,0.00016774634,8.982565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013470304,0.00044147097,0.75521445,0.00004945834,0.000013846154,3.8860244e-7,0.0030729065,0.10287231,0.13586141,0.00033594173,0.00001566058,0.00077512127],"study_design_scores_gemma":[0.007791835,0.0014100892,0.8824232,0.00005230356,0.00006911515,3.1802662e-7,0.00005114875,0.104777314,0.0024349254,0.0007888962,0.000027256538,0.00017359677],"about_ca_topic_score_codex":0.000115750685,"about_ca_topic_score_gemma":0.00011548516,"teacher_disagreement_score":0.13342649,"about_ca_system_score_codex":0.00011454976,"about_ca_system_score_gemma":0.00011849232,"threshold_uncertainty_score":0.78195316},"labels":[],"label_agreement":null},{"id":"W2015892563","doi":"10.1016/j.brs.2014.11.020","title":"Deep Brain Stimulation Influences Brain Structure in Alzheimer's Disease","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":219,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Douglas Mental Health University Institute; University of Alberta","funders":"National Institute of Mental Health; National Institute on Aging; Dana Foundation; Canadian Institutes of Health Research; University of Toronto; American Association of Neurological Surgeons","keywords":"Deep brain stimulation; Neuroscience; Brain stimulation; Stimulation; Disease; Brain disease; Alzheimer's disease; Medicine; Psychology; Internal medicine; Parkinson's disease","score_opus":0.020369296941754312,"score_gpt":0.30156056871135134,"score_spread":0.281191271769597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015892563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840061,0.00028656528,0.002313281,0.012052593,0.000092881855,0.00078519684,0.000011100212,0.00010241548,0.00034987312],"genre_scores_gemma":[0.98886806,0.0000025557144,0.0004797662,0.010106738,0.000109663706,0.0000195779,0.00031806566,0.000024996798,0.000070554896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983898,0.0001968347,0.00034558843,0.00044611326,0.0003389163,0.00028277037],"domain_scores_gemma":[0.99864906,0.00069819257,0.00011208866,0.0002857905,0.000052915653,0.00020197946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001799872,0.00023077762,0.00027973132,0.00017662128,0.00009571652,0.00003465503,0.00007716437,0.00013975397,0.00022114466],"category_scores_gemma":[0.0011668114,0.00019105664,0.00008132398,0.00032701204,0.00006292402,0.00020226737,0.000032485546,0.00016841404,0.000032887467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087357307,0.00033054128,0.78917897,0.00003593316,0.00006417186,0.000049068698,0.00026068764,0.1282267,0.0015230201,0.001255885,0.001141799,0.07705968],"study_design_scores_gemma":[0.0029033695,0.0002911023,0.7917922,0.000031129824,0.0000651201,0.0000014596735,0.000008750467,0.18554032,0.000023821514,0.018538034,0.0006569022,0.00014778189],"about_ca_topic_score_codex":0.00004619175,"about_ca_topic_score_gemma":0.00007903242,"teacher_disagreement_score":0.0769119,"about_ca_system_score_codex":0.00003729642,"about_ca_system_score_gemma":0.000034711516,"threshold_uncertainty_score":0.7791064},"labels":[],"label_agreement":null},{"id":"W2017717331","doi":"10.1016/j.brs.2008.06.005","title":"Consensus paper on short-interval intracortical inhibition and other transcranial magnetic stimulation intracortical paradigms in movement disorders","year":2008,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Chorea; Dystonia; Silent period; Movement disorders; Neuroscience; Tourette syndrome; Myoclonus; Deep brain stimulation; Physical medicine and rehabilitation; Tics; Psychology; Deep transcranial magnetic stimulation; Ataxia; Medicine; Parkinson's disease; Stimulation; Psychiatry; Disease; Internal medicine","score_opus":0.06168761095697732,"score_gpt":0.3323987740956949,"score_spread":0.27071116313871757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017717331","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15457062,0.809201,0.008119807,0.00332022,0.0020073678,0.016966676,0.0006322168,0.000987189,0.0041948785],"genre_scores_gemma":[0.50676453,0.49008727,0.00036509856,0.0017759193,0.00035356637,0.00032535955,0.0000696565,0.00019325015,0.00006535806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943037,0.0008293104,0.0018532926,0.0014230933,0.0008991622,0.0006914171],"domain_scores_gemma":[0.99556,0.0035171981,0.00024127914,0.00041953605,0.00004506399,0.00021690545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026588404,0.000905554,0.0015283424,0.0006156916,0.00024484005,0.00010729137,0.00017409315,0.00057366985,0.00030072394],"category_scores_gemma":[0.0009389129,0.00085142604,0.00036010137,0.0007368037,0.00058515737,0.00017813483,0.00005593124,0.00074346294,0.00007835232],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060180627,0.0007857509,0.0004180824,0.0011501514,0.00003423684,0.000091437214,0.00061273726,0.0070068142,0.00102954,0.005397257,0.00016134877,0.98271084],"study_design_scores_gemma":[0.026542703,0.009894664,0.14066881,0.019912338,0.0024828885,0.0004323142,0.0001376814,0.21243973,0.00011404734,0.020862522,0.5573729,0.009139391],"about_ca_topic_score_codex":0.00004925254,"about_ca_topic_score_gemma":0.00011636172,"teacher_disagreement_score":0.9735714,"about_ca_system_score_codex":0.00023230255,"about_ca_system_score_gemma":0.000107442815,"threshold_uncertainty_score":0.99939364},"labels":[],"label_agreement":null},{"id":"W2021546436","doi":"10.1016/j.brs.2012.03.005","title":"Stimulating the brain to study social interactions and empathy","year":2012,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Canadian Institutes of Health Research","keywords":"Empathy; Mentalization; Psychology; Perspective (graphical); Process (computing); Theory of mind; Neuroscience; Cognition; Cognitive psychology; Cognitive science; Social neuroscience; Social cognition; Perspective-taking; Social psychology; Computer science; Artificial intelligence","score_opus":0.14875086429811463,"score_gpt":0.402067381170043,"score_spread":0.25331651687192835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021546436","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10261892,0.82876164,0.008564192,0.013719503,0.009966951,0.03161009,0.00048389455,0.0013765828,0.0028982474],"genre_scores_gemma":[0.8910237,0.09297356,0.00026724787,0.005906814,0.0044152658,0.00092447747,0.00018574193,0.00039124893,0.003911955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972331,0.0008836859,0.0005700526,0.00061607716,0.0003578987,0.00033919635],"domain_scores_gemma":[0.99578637,0.0034244005,0.00034101354,0.00030576027,0.000039403956,0.00010306584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00067384815,0.00038304963,0.00060791225,0.00022958465,0.0009101023,0.00023515646,0.00024003253,0.00012370659,0.000056022218],"category_scores_gemma":[0.0012832973,0.0002691678,0.00018526873,0.0006815266,0.00004983908,0.0002726017,0.00024535225,0.0004738646,0.00009596005],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010319425,0.00011349871,0.00002342826,0.00024239373,0.000018105464,0.0000029814091,0.0014395703,0.00014754487,0.000113008726,0.00045706963,0.00041031325,0.9970218],"study_design_scores_gemma":[0.0004780923,0.00029956226,0.0021283843,0.0005248424,0.0005007496,0.00006124454,0.00024249926,0.006959049,0.0000029737384,0.00026424418,0.98784846,0.0006899216],"about_ca_topic_score_codex":0.000016595082,"about_ca_topic_score_gemma":0.00002071584,"teacher_disagreement_score":0.9963319,"about_ca_system_score_codex":0.00010524638,"about_ca_system_score_gemma":0.000038180835,"threshold_uncertainty_score":0.99997604},"labels":[],"label_agreement":null},{"id":"W2029000897","doi":"10.1016/j.brs.2013.12.009","title":"30 Hz Theta-burst Stimulation Over Primary Somatosensory Cortex Modulates Corticospinal Output to the Hand","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"CTBS; Neuroscience; Primary motor cortex; Somatosensory system; Transcranial magnetic stimulation; Psychology; Motor cortex; Stimulation; Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Somatosensory evoked potential","score_opus":0.03558203852217899,"score_gpt":0.2729009326631827,"score_spread":0.2373188941410037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029000897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721406,0.00007909045,0.018881366,0.0042038136,0.00052936806,0.0023007104,0.000029727044,0.0002632278,0.0015720938],"genre_scores_gemma":[0.9936507,0.0000054702373,0.0005443139,0.0036607238,0.00027235958,0.00013179623,0.000020103977,0.000059768132,0.0016547934],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99689156,0.0002657356,0.00068403716,0.0007560406,0.00088584144,0.00051679125],"domain_scores_gemma":[0.9974542,0.0013154745,0.00023547637,0.00060378737,0.0002206499,0.0001703714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024917859,0.0003867892,0.00036804756,0.00019344549,0.000775712,0.00036220477,0.00032531196,0.00012905899,0.0007379662],"category_scores_gemma":[0.0010831216,0.00030014038,0.00013739735,0.000555429,0.0002572085,0.000519452,0.00012061627,0.00020269156,0.0014243146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002157446,0.00021518272,0.010824117,0.000043440978,0.000031685555,0.000007121776,0.0018656498,0.3546584,0.6054851,0.0013287588,0.0036915306,0.02163327],"study_design_scores_gemma":[0.0012680674,0.00018332247,0.7957794,0.00002879408,0.000038738082,0.0000069854077,0.00003158341,0.19798948,0.00063703605,0.0016104485,0.002114103,0.0003120327],"about_ca_topic_score_codex":0.00012023851,"about_ca_topic_score_gemma":0.000011169313,"teacher_disagreement_score":0.78495526,"about_ca_system_score_codex":0.000104270126,"about_ca_system_score_gemma":0.000050031478,"threshold_uncertainty_score":0.99994504},"labels":[],"label_agreement":null},{"id":"W2029193611","doi":"10.1016/j.brs.2014.12.006","title":"Theoretical Analysis of the Effect of Temperature on Current Delivery to the Brain During tDCS","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Connect Better Business Company; Ontario Centres of Excellence","keywords":"Scalp; Neuromodulation; Transcranial direct-current stimulation; Current (fluid); Neuroscience; Biomedical engineering; Medicine; Psychology; Surgery; Central nervous system; Physics","score_opus":0.011563852625892579,"score_gpt":0.280000289931296,"score_spread":0.2684364373054034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029193611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950409,0.000019288322,0.0008750345,0.0029893678,0.00020612634,0.0005479436,0.00002411509,0.000024987698,0.00027221866],"genre_scores_gemma":[0.99947995,0.0000013652127,0.000017378805,0.0003880149,0.00006156531,0.000014383182,0.000001884097,0.000010517917,0.00002493506],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979747,0.0007657169,0.0003087007,0.0002864707,0.000512802,0.00015161333],"domain_scores_gemma":[0.99385893,0.005495016,0.00012047256,0.00043084507,0.000059688668,0.000035019657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000510955,0.000146281,0.0002779543,0.00017408756,0.0001881705,0.000018749757,0.00026172982,0.000048654532,0.000060373794],"category_scores_gemma":[0.004309129,0.00007949741,0.00020062749,0.0013181304,0.00020748952,0.000036256093,0.000068710964,0.00013521906,0.0000075145545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045348948,0.000045335906,0.010535484,0.000043031207,0.00003982933,1.7515244e-7,0.0007892912,0.47515738,0.4870422,0.02070861,0.00013853452,0.0050466512],"study_design_scores_gemma":[0.0008826474,0.00036645518,0.8782965,0.00005679706,0.00024321314,3.8555075e-7,0.000007047208,0.070636146,0.0489337,0.00029396793,0.0001750277,0.000108133565],"about_ca_topic_score_codex":0.00000545698,"about_ca_topic_score_gemma":0.0000073739297,"teacher_disagreement_score":0.867761,"about_ca_system_score_codex":0.000019570134,"about_ca_system_score_gemma":0.000008028147,"threshold_uncertainty_score":0.5158741},"labels":[],"label_agreement":null},{"id":"W2030279250","doi":"10.1016/j.brs.2013.04.004","title":"Short-Latency Artifacts Associated with Concurrent TMS–EEG","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"BrainsWay","keywords":"Electroencephalography; Latency (audio); Computer science; Neuroscience; Audiology; Psychology; Medicine; Telecommunications","score_opus":0.05692838725167885,"score_gpt":0.28632710917277465,"score_spread":0.2293987219210958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030279250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98707575,0.000024407933,0.006830106,0.0013446145,0.00024789627,0.0009632702,0.000012056484,0.0003223598,0.0031795485],"genre_scores_gemma":[0.9985532,0.000003013506,0.0001433556,0.00056735496,0.00004362077,0.000068263726,0.000017027982,0.00002979705,0.00057437277],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99817723,0.00015033672,0.00035167005,0.00045493848,0.00051193003,0.00035391832],"domain_scores_gemma":[0.99818575,0.0012183159,0.00010645258,0.00021072215,0.00016662593,0.00011212065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121326775,0.0002247138,0.00022677901,0.00010851173,0.00023172896,0.00010197401,0.00013150994,0.00008219211,0.00046630748],"category_scores_gemma":[0.0013780859,0.0001886922,0.00005193934,0.0004665174,0.00014467385,0.00038381567,0.000030562256,0.0001360943,0.00039564873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012134122,0.0006118962,0.058344703,0.00003422277,0.000055677792,0.000021374164,0.0019267525,0.061867867,0.77558815,0.004470941,0.0039195134,0.09303753],"study_design_scores_gemma":[0.0012286515,0.00020447676,0.94563836,0.00004104465,0.000022938579,0.0000027894441,0.000019953031,0.050280757,0.0011620433,0.0008010069,0.00032968778,0.00026831342],"about_ca_topic_score_codex":0.000029348053,"about_ca_topic_score_gemma":0.000016077152,"teacher_disagreement_score":0.88729364,"about_ca_system_score_codex":0.00005879579,"about_ca_system_score_gemma":0.000025827228,"threshold_uncertainty_score":0.76946443},"labels":[],"label_agreement":null},{"id":"W2032664567","doi":"10.1016/j.brs.2009.12.002","title":"Involvement of the human ventrolateral thalamus in the control of visually guided saccades","year":2009,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"Deutsche Gesellschaft für Neurologie; Sir Jules Thorn Charitable Trust; Canadian Institutes of Health Research; Parkinson Society Canada; Medtronic","keywords":"Thalamus; Neuroscience; Superior colliculus; Saccade; Nucleus; Eye movement; Basal ganglia; Supplementary eye field; Psychology; Saccadic masking; Biology; Anatomy; Central nervous system","score_opus":0.03921118434863143,"score_gpt":0.3080106778552877,"score_spread":0.2687994935066563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032664567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963475,0.0000063551074,0.00048473725,0.0022352904,0.00008723194,0.00047327456,0.0000051664106,0.000009235059,0.0003512096],"genre_scores_gemma":[0.9977451,7.7305816e-7,0.000010137288,0.0021537018,0.000031697113,0.000004585697,0.0000028654406,0.0000040609602,0.00004708757],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889034,0.00024009618,0.00031850344,0.00014648733,0.0002908513,0.000113725655],"domain_scores_gemma":[0.9993024,0.0002555864,0.00020216058,0.000199592,0.000029519317,0.000010760923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037183324,0.00007795066,0.00011407681,0.00005716083,0.00007748259,0.000018056151,0.00021441565,0.000035445344,0.000009446291],"category_scores_gemma":[0.00024015243,0.000046065714,0.00006755061,0.00023496937,0.000047573318,0.00009292881,0.000015190354,0.00008309733,7.1445356e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003829191,0.0001119356,0.012403759,0.000007858492,0.000001659068,9.4285e-7,0.0003719803,0.016461382,0.95280415,0.016048888,0.000081265054,0.0016678686],"study_design_scores_gemma":[0.0014130957,0.00025114778,0.87809783,0.000031451797,0.000009320236,0.0000019634947,0.000020390975,0.08190456,0.028582208,0.009526173,0.00009205188,0.00006980249],"about_ca_topic_score_codex":0.000023784056,"about_ca_topic_score_gemma":0.000010952974,"teacher_disagreement_score":0.92422193,"about_ca_system_score_codex":0.0000216615,"about_ca_system_score_gemma":0.000011885363,"threshold_uncertainty_score":0.18785053},"labels":[],"label_agreement":null},{"id":"W2040912855","doi":"10.1016/j.brs.2011.12.002","title":"MRI-targeted repetitive transcranial magnetic stimulation of Heschl’s gyrus for refractory auditory hallucinations","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; McMaster University; University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; Ontario Mental Health Foundation; National Alliance for Research on Schizophrenia and Depression","keywords":"Transcranial magnetic stimulation; Gyrus; Psychology; Auditory hallucination; Schizophrenia (object-oriented programming); Audiology; Stimulation; Psychosis; Medicine; Neuroscience; Psychiatry","score_opus":0.03986611713313999,"score_gpt":0.3010973401811899,"score_spread":0.2612312230480499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040912855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73993546,0.00067968253,0.2439803,0.0016250925,0.003738875,0.004160241,0.00045813006,0.00050541124,0.004916821],"genre_scores_gemma":[0.993038,0.00001875278,0.0049008243,0.00027987035,0.0008387718,0.00014792988,0.000062066334,0.00006171254,0.0006520644],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971932,0.0002963762,0.0008113064,0.0005427551,0.0006411946,0.0005151332],"domain_scores_gemma":[0.9953477,0.0034358695,0.00035332568,0.00037147786,0.0003383291,0.00015330085],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051646313,0.00032593237,0.0004041327,0.0003394332,0.0003662555,0.000030596944,0.00019121877,0.00019943326,0.0005688991],"category_scores_gemma":[0.0024793937,0.00034977,0.0002127391,0.0005070168,0.00023263953,0.00068270555,0.000026134061,0.00016765908,0.00005258406],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010479861,0.0008232718,0.0041457047,0.00016093942,0.000028115724,0.000001479874,0.0039951373,0.037869956,0.9294747,0.009240879,0.0019791475,0.011232689],"study_design_scores_gemma":[0.0075530577,0.0012880901,0.8862215,0.000089829744,0.00023096797,0.000007105016,0.00015485172,0.06922712,0.014116045,0.0025190178,0.017828217,0.00076416164],"about_ca_topic_score_codex":0.000029671079,"about_ca_topic_score_gemma":0.000010841897,"teacher_disagreement_score":0.91535866,"about_ca_system_score_codex":0.000119681616,"about_ca_system_score_gemma":0.00007601208,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W2042614249","doi":"10.1016/j.brs.2013.11.002","title":"Supraorbital Stimulation Does Not Induce an Antidepressant-like Response in Rats","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Supraorbital nerve; Stimulation; Neuromodulation; Vagus nerve stimulation; Deep brain stimulation; Medicine; Antidepressant; Anesthesia; Neuroscience; Psychology; Vagus nerve; Internal medicine; Reflex","score_opus":0.06611846687085497,"score_gpt":0.3551888712994636,"score_spread":0.2890704044286086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042614249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935919,0.000005317522,0.0017715589,0.002145314,0.00029616203,0.0015448424,0.000027470765,0.00024695494,0.0003704953],"genre_scores_gemma":[0.99704313,0.0000015922755,0.00067697733,0.00093987555,0.00012452055,0.00009907681,0.000050573133,0.00006180387,0.0010024696],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9949152,0.0017373933,0.0006989637,0.0009894675,0.001018273,0.0006407418],"domain_scores_gemma":[0.99530643,0.0033075567,0.00020044614,0.0007249206,0.00021897863,0.00024165057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013444329,0.00031203494,0.00029188232,0.0007658312,0.00028670707,0.00035668386,0.0004173107,0.00023671494,0.00078802806],"category_scores_gemma":[0.0054812543,0.0002784981,0.00007653442,0.0010036188,0.00015454639,0.0026049258,0.00015095671,0.00041272157,0.00051331293],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011390836,0.00018706667,0.031350356,0.000013148341,0.0000024695746,0.000021719616,0.00047804444,0.13092123,0.83158153,0.00043871807,0.00023023394,0.0036363758],"study_design_scores_gemma":[0.0011327431,0.0002055525,0.5434367,0.000020676782,0.0000026838811,0.0000050254175,0.00003559271,0.39359915,0.060230635,0.0009743958,0.00009621459,0.00026058924],"about_ca_topic_score_codex":0.00044524207,"about_ca_topic_score_gemma":0.00006165762,"teacher_disagreement_score":0.7713509,"about_ca_system_score_codex":0.00016843379,"about_ca_system_score_gemma":0.00012494104,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W2043708739","doi":"10.1016/j.brs.2008.06.115","title":"Peripheral sensory activation of cortical circuits in the human leg motor cortex","year":2008,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Neuroscience; Excitatory postsynaptic potential; Sensory system; Afferent; Motor cortex; Facilitation; Sensory cortex; Cortex (anatomy); Proprioception; Psychology; Inhibitory postsynaptic potential; Stimulation","score_opus":0.030810011564383007,"score_gpt":0.25805698361200036,"score_spread":0.22724697204761735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043708739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936445,0.00002194502,0.004173233,0.00011041225,0.000038406266,0.00019516927,0.0000016784059,0.00006845404,0.0017462206],"genre_scores_gemma":[0.9997123,0.0000066579205,0.000048750557,0.00009817843,0.000053714648,0.0000148333975,0.000015431724,0.000010578004,0.000039582083],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99936736,0.000051975687,0.00020287353,0.00008840155,0.00016708943,0.00012228567],"domain_scores_gemma":[0.9996379,0.00017029082,0.000032913176,0.0001087733,0.00003543613,0.000014670935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010374023,0.000082526036,0.00010671614,0.00010390924,0.00010312091,0.000006408761,0.000054189626,0.000046963614,0.000024768286],"category_scores_gemma":[0.00006170689,0.0000727078,0.000040421663,0.000248358,0.000055046345,0.0001244365,0.000004376546,0.000118270924,6.77398e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021076426,0.00012807843,0.05567224,0.00005605936,0.00005771145,0.000004227689,0.006716771,0.02409786,0.8969043,0.0025884467,0.0019337983,0.011819456],"study_design_scores_gemma":[0.0003438415,0.000038976545,0.9766541,0.000009542616,0.000003087944,0.0000026391867,0.00011616253,0.02123941,0.0011997714,0.00009817406,0.00021663077,0.000077674944],"about_ca_topic_score_codex":0.000016023509,"about_ca_topic_score_gemma":0.000005898675,"teacher_disagreement_score":0.9209818,"about_ca_system_score_codex":0.00003642816,"about_ca_system_score_gemma":0.0000065855857,"threshold_uncertainty_score":0.2964938},"labels":[],"label_agreement":null},{"id":"W2045513393","doi":"10.1016/j.brs.2013.12.011","title":"Eight-years Failure of Subthalamic Stimulation Rescued by Globus Pallidus Implant","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Movement Disorders","funders":"","keywords":"Subthalamic nucleus; Globus pallidus; Medicine; Implant; Stimulation; Deep brain stimulation; Surgery; Basal ganglia; Parkinson's disease; Internal medicine; Central nervous system","score_opus":0.013452987899358343,"score_gpt":0.26016352498547246,"score_spread":0.24671053708611412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045513393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964084,0.00009312298,0.00055516185,0.0016472006,0.000052599462,0.0008160221,0.000030090572,0.00005548764,0.00034188965],"genre_scores_gemma":[0.9979364,0.000008291829,0.00060206687,0.00056295306,0.000027953416,0.000022707642,0.00050917844,0.000017718685,0.0003126945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894357,0.000054107186,0.0002934599,0.0002550733,0.00025756782,0.00019624454],"domain_scores_gemma":[0.9993387,0.00015226472,0.00011822428,0.00021240939,0.0000929083,0.000085507374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006428607,0.00014226825,0.00024468225,0.0000745854,0.00004104177,0.000015877886,0.000050245337,0.000131285,0.00040231273],"category_scores_gemma":[0.00010379658,0.000115605064,0.00007676407,0.00017696111,0.00003814011,0.000118304444,0.000020619633,0.00009167449,0.00008765552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008418083,0.0014072835,0.6762203,0.0001475254,0.00024528205,0.00008993076,0.0002986545,0.0049334355,0.18793824,0.0006295412,0.07976832,0.047479656],"study_design_scores_gemma":[0.0035111576,0.00062190567,0.97867614,0.000030398403,0.00006322555,0.0000086039,0.0000144036285,0.013036717,0.00077298586,0.0027137082,0.0004307435,0.000120035606],"about_ca_topic_score_codex":0.00017687713,"about_ca_topic_score_gemma":0.000007986103,"teacher_disagreement_score":0.30245578,"about_ca_system_score_codex":0.000033254317,"about_ca_system_score_gemma":0.000018424373,"threshold_uncertainty_score":0.47142375},"labels":[],"label_agreement":null},{"id":"W2046689067","doi":"10.1016/j.brs.2013.11.006","title":"Evidence for Pretreatment LICI Deficits Among Depressed Children and Adolescents With Nonresponse to Fluoxetine","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Centre for Addiction and Mental Health; Campbell Institute; Brain Research Foundation; Brain and Behavior Research Foundation","keywords":"Fluoxetine; Medicine; Psychology; Clinical psychology; Internal medicine","score_opus":0.048783145487981544,"score_gpt":0.30056241124135946,"score_spread":0.25177926575337795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046689067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96744305,0.000069153924,0.027710576,0.001103403,0.000039846545,0.0034903162,0.000016458,0.000105095656,0.000022078151],"genre_scores_gemma":[0.99616,0.000006067558,0.0026663528,0.00064958347,0.00004568678,0.00031416642,0.0000036556266,0.000028019998,0.0001264933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856484,0.00011904072,0.00023282913,0.0005346325,0.00028674008,0.0002619068],"domain_scores_gemma":[0.9981368,0.0013119283,0.00008097193,0.00022403176,0.000115445706,0.00013079801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012810719,0.00020300162,0.00018257019,0.00011818065,0.00020309695,0.000100435704,0.00010539933,0.000049204842,0.000024794661],"category_scores_gemma":[0.0019262854,0.00016887266,0.00003097827,0.00026940258,0.000081936785,0.00030106824,0.000042441097,0.000048933984,0.00003211641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032993304,0.00022666552,0.6414284,0.000072894225,0.000019513736,0.0000026822822,0.0013603045,0.042419065,0.2916103,0.00008634206,0.00045200763,0.019022511],"study_design_scores_gemma":[0.002282355,0.0005921845,0.97690815,0.00026599862,0.00003263876,0.000003832034,0.0000072932908,0.015718458,0.0039262613,0.00005624578,0.000011449125,0.00019515397],"about_ca_topic_score_codex":0.00013864742,"about_ca_topic_score_gemma":0.000034796703,"teacher_disagreement_score":0.33547974,"about_ca_system_score_codex":0.000031563188,"about_ca_system_score_gemma":0.000017345192,"threshold_uncertainty_score":0.68864274},"labels":[],"label_agreement":null},{"id":"W2047066781","doi":"10.1016/j.brs.2009.03.002","title":"Exploring the optimal site for the localization of dorsolateral prefrontal cortex in brain stimulation experiments","year":2009,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":177,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Dorsolateral prefrontal cortex; Transcranial magnetic stimulation; Neuroscience; Dorsolateral; Supplementary motor area; Electroencephalography; Motor cortex; Prefrontal cortex; Magnetic resonance imaging; Functional magnetic resonance imaging; Medicine; Psychology; Stimulation; Cognition; Radiology","score_opus":0.10474108250073984,"score_gpt":0.325135982936993,"score_spread":0.22039490043625315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047066781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8220698,0.000052760686,0.17431915,0.0016101896,0.00025579974,0.0015367802,0.000017092465,0.00006046297,0.000077960496],"genre_scores_gemma":[0.9982881,0.000007786145,0.0006138249,0.0007367005,0.00011249154,0.000117844625,0.000020469628,0.000021192487,0.00008160096],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981558,0.00018325516,0.0005716413,0.00038784527,0.00042215266,0.0002793543],"domain_scores_gemma":[0.99714243,0.0022535746,0.00020108132,0.00028190226,0.000087390996,0.000033621047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038208842,0.0002072079,0.00021417596,0.00013836735,0.00033781453,0.000062349645,0.00020347621,0.000055665416,0.00002392126],"category_scores_gemma":[0.0008311771,0.00014845844,0.0000910921,0.000490347,0.00011254638,0.0005485301,0.000031782438,0.00010445805,0.000005838048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051869435,0.00008933238,0.0024291303,0.000009879593,0.0000052403416,6.793967e-7,0.0049706846,0.7368413,0.24453677,0.00074119907,0.00006914836,0.009787926],"study_design_scores_gemma":[0.0016423687,0.00022203206,0.4512264,0.000024860125,0.000013360535,0.0000011684236,0.000091710936,0.5417354,0.004428621,0.0002848929,0.00021577808,0.00011337121],"about_ca_topic_score_codex":0.000054289227,"about_ca_topic_score_gemma":0.000019495175,"teacher_disagreement_score":0.4487973,"about_ca_system_score_codex":0.000070048365,"about_ca_system_score_gemma":0.000022728147,"threshold_uncertainty_score":0.6053959},"labels":[],"label_agreement":null},{"id":"W2048004160","doi":"10.1016/j.brs.2015.01.403","title":"Single Pulse Electrical Stimulation Identifies Epileptogenicity in a Case With Subcortical Nodular Heterotopia and MRI Negative Epilepsy","year":2015,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Epilepsy; Stimulation; Neuroscience; Heterotopia (medicine); Psychology; Medicine; Pathology","score_opus":0.0361803377381822,"score_gpt":0.3119524558399121,"score_spread":0.2757721181017299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048004160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93862545,0.00022833639,0.0016280835,0.05590412,0.00007222372,0.0031604439,0.00005986806,0.000080262886,0.0002412256],"genre_scores_gemma":[0.97581106,0.000016218775,0.0015420202,0.019097641,0.00078437873,0.00020234312,0.0014680312,0.00008920492,0.0009890872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964383,0.00043780747,0.00062943995,0.00087516976,0.00093884685,0.00068040885],"domain_scores_gemma":[0.9976873,0.00093835307,0.00019972635,0.00047937277,0.0003951295,0.00030014908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043021294,0.00049296627,0.00079849217,0.00056951673,0.000120726996,0.00011829244,0.00007664438,0.00069738744,0.00013809491],"category_scores_gemma":[0.00075071503,0.00040609992,0.00011782796,0.00053448655,0.0002223543,0.00026615994,0.000069126356,0.0013184731,0.00004790134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063538444,0.0016724067,0.7343098,0.0008365752,0.0008709043,0.0728937,0.0015749148,0.0019180713,0.0014721291,0.000039064817,0.16571093,0.0123476675],"study_design_scores_gemma":[0.035658754,0.015067514,0.7575314,0.001367578,0.0014625201,0.011464389,0.00010966159,0.1536892,0.0019863634,0.0020831772,0.017262034,0.0023174093],"about_ca_topic_score_codex":0.0006751309,"about_ca_topic_score_gemma":0.00029847075,"teacher_disagreement_score":0.15177113,"about_ca_system_score_codex":0.0006843445,"about_ca_system_score_gemma":0.00025824562,"threshold_uncertainty_score":0.99983907},"labels":[],"label_agreement":null},{"id":"W2048936231","doi":"10.1016/j.brs.2012.06.008","title":"Brain Stimulation Methods to Treat Tobacco Addiction","year":2012,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Addiction; Brain stimulation; Abstinence; Dorsolateral prefrontal cortex; Transcranial magnetic stimulation; Transcranial direct-current stimulation; Stimulation; Medicine; Smoking cessation; Deep brain stimulation; Neuroscience; Psychosocial; Psychology; Prefrontal cortex; Psychiatry; Physical medicine and rehabilitation; Parkinson's disease; Cognition; Internal medicine","score_opus":0.17439627997980817,"score_gpt":0.4390733684885056,"score_spread":0.2646770885086974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048936231","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013780264,0.86889553,0.118021,0.000712573,0.0020105215,0.0054589007,0.00023993712,0.0009265348,0.003597201],"genre_scores_gemma":[0.0070499284,0.91340715,0.059067536,0.0035257975,0.004515009,0.0017193425,0.0009400755,0.0008766379,0.008898511],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930282,0.0021672861,0.0015975779,0.001467243,0.00089001487,0.000849635],"domain_scores_gemma":[0.98825496,0.009574147,0.00069689,0.00092784106,0.0001642507,0.00038188335],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012274508,0.0010522016,0.0019073938,0.0010530895,0.000521206,0.00020002086,0.00048097037,0.00066969485,0.00078062626],"category_scores_gemma":[0.0045485273,0.0009888194,0.0006338792,0.002201486,0.000118405296,0.0005959743,0.00018492773,0.00049756886,0.0013449148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059472666,0.00010242447,0.000014453131,0.00064469344,0.000026697353,0.00000296223,0.00029464343,0.0044115135,0.0010082336,0.0005676356,0.001978097,0.9908892],"study_design_scores_gemma":[0.00095251505,0.00021330595,0.0016163923,0.0012797654,0.00091474166,0.00002216764,0.000006536331,0.0021033555,0.000046094632,0.00015801327,0.99168974,0.0009973441],"about_ca_topic_score_codex":0.00003686743,"about_ca_topic_score_gemma":0.00000842462,"teacher_disagreement_score":0.9898918,"about_ca_system_score_codex":0.0004716151,"about_ca_system_score_gemma":0.0001402583,"threshold_uncertainty_score":0.9994327},"labels":[],"label_agreement":null},{"id":"W2049050063","doi":"10.1016/j.brs.2011.08.008","title":"Transcranial alternating stimulation in a high gamma frequency range applied over V1 improves contrast perception but does not modulate spatial attention","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transcranial alternating current stimulation; Contrast (vision); Stimulation; Perception; Neuroscience; Transcranial magnetic stimulation; Audiology; Psychology; Medicine; Physics; Optics","score_opus":0.04538558078306797,"score_gpt":0.2899496016377996,"score_spread":0.2445640208547316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049050063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8848478,0.0000014649762,0.11306291,0.0000980149,0.0005236808,0.00080025423,0.000037025668,0.00020958252,0.00041927164],"genre_scores_gemma":[0.9967539,0.000004179702,0.001934483,0.00058343646,0.0003401439,0.000060455026,0.00007046887,0.000052709904,0.00020027184],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99742424,0.00023499131,0.00066129374,0.00073759846,0.0005482639,0.00039359363],"domain_scores_gemma":[0.9991685,0.00014996185,0.00029375838,0.000218837,0.00007171796,0.00009720837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047303314,0.00031057373,0.00028551166,0.00030852645,0.00025792475,0.00012714688,0.0001798658,0.00023241398,0.00076512696],"category_scores_gemma":[0.00020847318,0.0002861159,0.00009877063,0.00026985668,0.00007900224,0.0007753731,0.000025953394,0.00025400583,0.0000976211],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005193268,0.00015290732,0.002631954,0.00004211615,0.000003316438,0.0000051039374,0.002621608,0.0016331777,0.9599338,0.0011279108,0.0000016043252,0.03132718],"study_design_scores_gemma":[0.0043971683,0.0002055241,0.63531876,0.00006489068,0.00002604777,0.0000042275533,0.00012616442,0.30433753,0.048202306,0.00687401,0.0000028465934,0.00044050073],"about_ca_topic_score_codex":0.001163151,"about_ca_topic_score_gemma":0.000240653,"teacher_disagreement_score":0.9117315,"about_ca_system_score_codex":0.00014661362,"about_ca_system_score_gemma":0.000032892793,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W2049719688","doi":"10.1016/j.brs.2010.10.003","title":"Blood oxygenation changes resulting from suprathreshold transcranial magnetic stimulation","year":2010,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Motor cortex; Subthreshold conduction; Stimulation; Prefrontal cortex; Neuroscience; Psychology; Cognition; Physics","score_opus":0.03335462624196932,"score_gpt":0.27610610637195765,"score_spread":0.24275148012998832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049719688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861547,0.00006051562,0.006235498,0.0030663565,0.0011011813,0.0010264986,0.00013748015,0.0005088095,0.0017089567],"genre_scores_gemma":[0.9941179,0.0000109355005,0.0036932644,0.0007756291,0.0008837697,0.00006021774,0.00009680249,0.00006814751,0.00029332095],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99691826,0.00021678882,0.0006236023,0.00093150046,0.0008377129,0.00047215354],"domain_scores_gemma":[0.99674964,0.0022203522,0.00022980584,0.00047677712,0.00017631438,0.00014710994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038838296,0.00038667535,0.00032922908,0.00031156393,0.0005171451,0.00018515553,0.00029483784,0.00027832,0.00090055674],"category_scores_gemma":[0.0022334128,0.0004102422,0.00011018151,0.00068977964,0.0001822875,0.00044408822,0.00004568492,0.00043812045,0.00012940801],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022040137,0.00014665467,0.0025751956,0.000011821575,0.0000076003616,0.000008567938,0.001213721,0.007922033,0.9740585,0.0016800689,0.00009400053,0.012061418],"study_design_scores_gemma":[0.009676491,0.00061250484,0.67233086,0.00005096159,0.00020898499,0.000016029284,0.00006969984,0.22371474,0.08385121,0.0055356794,0.0029966703,0.0009361632],"about_ca_topic_score_codex":0.00016925018,"about_ca_topic_score_gemma":0.0005243207,"teacher_disagreement_score":0.8902073,"about_ca_system_score_codex":0.000027723869,"about_ca_system_score_gemma":0.000044255754,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W2052249755","doi":"10.1016/j.brs.2014.11.002","title":"rTMS of the Dorsomedial Prefrontal Cortex for Major Depression: Safety, Tolerability, Effectiveness, and Outcome Predictors for 10 Hz Versus Intermittent Theta-burst Stimulation","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":308,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Canada Research Chairs; University Health Network","funders":"","keywords":"Transcranial magnetic stimulation; Tolerability; Discontinuation; Depression (economics); Psychology; Stimulation; Brain stimulation; Treatment-resistant depression; Prefrontal cortex; Adverse effect; Major depressive episode; Beck Depression Inventory; Medicine; Psychiatry; Internal medicine; Major depressive disorder; Anxiety; Mood","score_opus":0.03776607016110238,"score_gpt":0.31094716915566845,"score_spread":0.27318109899456605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052249755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9279771,0.000025361338,0.06612532,0.0004084376,0.0013995211,0.0036282514,0.0001837986,0.000080107515,0.00017214108],"genre_scores_gemma":[0.99877745,0.0000011113153,0.00055285735,0.00006653609,0.00021409763,0.00022211898,0.000026827876,0.00003418039,0.000104848405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977496,0.00033499466,0.00064457895,0.00058633485,0.00042165516,0.00026279513],"domain_scores_gemma":[0.99053746,0.008554314,0.00031007256,0.0003603092,0.00016768949,0.000070127186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006618215,0.0002627932,0.000419149,0.00008627804,0.00037698276,0.00004137887,0.00022507613,0.00013293435,0.000031790027],"category_scores_gemma":[0.004567605,0.00019613843,0.00019934322,0.00017873454,0.00029781656,0.00021513617,0.00012049083,0.000093149356,0.000002144836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030590285,0.00064012926,0.49848172,0.0010787814,0.0001315474,4.5561475e-7,0.0019741445,0.098562,0.30273807,0.00446583,0.00023330655,0.061103757],"study_design_scores_gemma":[0.009430982,0.000687983,0.88281626,0.000056725014,0.00011639283,0.0000010860674,0.000014298906,0.102596395,0.001890072,0.0017180807,0.0004893542,0.00018240044],"about_ca_topic_score_codex":0.000014715678,"about_ca_topic_score_gemma":0.000028389455,"teacher_disagreement_score":0.38433453,"about_ca_system_score_codex":0.00007813659,"about_ca_system_score_gemma":0.000028253782,"threshold_uncertainty_score":0.7998293},"labels":[],"label_agreement":null},{"id":"W2053477822","doi":"10.1016/j.brs.2013.04.007","title":"Continuous Theta Burst Stimulation of the Supplementary Motor Area: Effect Upon Perception and Somatosensory and Motor Evoked Potentials","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"CTBS; SMA*; Stimulation; Supplementary motor area; Somatosensory system; Somatosensory evoked potential; Neuroscience; Psychology; Transcranial magnetic stimulation; Motor cortex; Scalp; Brain stimulation; Medicine; Primary motor cortex; Audiology; Anatomy; Functional magnetic resonance imaging","score_opus":0.018033732159755865,"score_gpt":0.2539074979040566,"score_spread":0.23587376574430072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053477822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949696,0.000061016206,0.0008655869,0.0011294065,0.00021289085,0.0024691923,0.00010256251,0.00006580522,0.0001239127],"genre_scores_gemma":[0.99909985,0.000017036906,0.00029044095,0.00017841188,0.000070725466,0.000065997476,0.000016504384,0.000027721802,0.00023333366],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979275,0.00044615104,0.00048033445,0.0004627302,0.0004415089,0.00024177149],"domain_scores_gemma":[0.99774987,0.00154955,0.00024211624,0.000284871,0.00010388754,0.00006971317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027846385,0.00025574976,0.0003329063,0.0001360535,0.00032268747,0.000083482715,0.00011953094,0.0001017753,0.0003051197],"category_scores_gemma":[0.0007259418,0.00019325643,0.000088131856,0.00019284702,0.00023403086,0.00030339064,0.000091997055,0.00010571032,0.000011590397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016167223,0.000044657572,0.033749565,0.00005838757,0.000012322697,5.505359e-7,0.0004833388,0.0018774201,0.9574962,0.00012682042,0.000088092136,0.005900954],"study_design_scores_gemma":[0.0023587078,0.00045121144,0.90588343,0.000050711824,0.00007477042,0.00000914255,0.00009120429,0.08550865,0.0043418435,0.0009809734,0.00006293617,0.00018643093],"about_ca_topic_score_codex":0.00021508298,"about_ca_topic_score_gemma":0.000014458768,"teacher_disagreement_score":0.9531544,"about_ca_system_score_codex":0.000035164867,"about_ca_system_score_gemma":0.000012407427,"threshold_uncertainty_score":0.7880769},"labels":[],"label_agreement":null},{"id":"W2054859484","doi":"10.1016/j.brs.2012.03.007","title":"Effect of continuous theta burst stimulation of the right dorsolateral prefrontal cortex on cerebral blood flow changes during decision making","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Ontario Brain Institute; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"CTBS; Dorsolateral prefrontal cortex; Transcranial magnetic stimulation; Prefrontal cortex; Impulsivity; Neuroscience; Psychology; Stimulation; Cerebral blood flow; Cognition; Medicine; Primary motor cortex; Developmental psychology; Internal medicine","score_opus":0.0341784438886307,"score_gpt":0.33345928425206384,"score_spread":0.29928084036343316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054859484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99822336,0.000030171288,0.000040185798,0.0001095799,0.00071278453,0.0006334833,0.00002610087,0.000039571518,0.00018474426],"genre_scores_gemma":[0.99958295,0.0000010549716,0.0000532683,0.000069353555,0.0001274653,0.000011245912,0.0000035068938,0.000016702244,0.00013444448],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850845,0.00029963802,0.0002946371,0.00028675274,0.00034267962,0.0002678418],"domain_scores_gemma":[0.99864095,0.00073989935,0.0002900681,0.00026413097,0.00003235885,0.00003256847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026120283,0.00019481142,0.00027692082,0.000092461094,0.00021392811,0.0000132439045,0.00017299636,0.00009185365,0.00004138347],"category_scores_gemma":[0.00026200496,0.00011841058,0.0001078353,0.00019645922,0.00013170154,0.00020731214,0.000098898636,0.00013691188,0.0000069915463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000832639,0.00019923624,0.22141574,0.000038674236,0.0000101793385,0.000002321102,0.00040863064,0.0017015988,0.7672915,0.000032793356,0.000021935193,0.008044764],"study_design_scores_gemma":[0.0011689888,0.00050559104,0.67773175,0.000120703735,0.0000560487,0.000011747357,0.0000041056637,0.001684511,0.31854844,0.000063871885,0.0000065315166,0.00009770811],"about_ca_topic_score_codex":0.000006444985,"about_ca_topic_score_gemma":0.000008772523,"teacher_disagreement_score":0.45631602,"about_ca_system_score_codex":0.000023862303,"about_ca_system_score_gemma":0.0000034499687,"threshold_uncertainty_score":0.48286432},"labels":[],"label_agreement":null},{"id":"W2055856831","doi":"10.1016/j.brs.2011.08.010","title":"Investigating the relationship between cognitive change and antidepressant response following rTMS: A large scale retrospective study","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Cognition; Rating scale; Neuropsychology; Psychology; Depression (economics); Clinical psychology; Effects of sleep deprivation on cognitive performance; Antidepressant; Montgomery–Åsberg Depression Rating Scale; Psychiatry; Major depressive disorder; Developmental psychology; Anxiety","score_opus":0.210686359525344,"score_gpt":0.34828363896618814,"score_spread":0.13759727944084413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055856831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946434,0.000047314068,0.0022383186,0.00046442758,0.00011495751,0.0018832794,0.0000462675,0.00015940818,0.00040264864],"genre_scores_gemma":[0.9990182,7.7352075e-7,0.0002673092,0.00038394556,0.00010633949,0.00013419385,0.0000036076694,0.00003069604,0.000054969707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971522,0.0011494015,0.00037867125,0.00056448823,0.00045682504,0.0002984303],"domain_scores_gemma":[0.9921795,0.007249611,0.000179665,0.00023494405,0.000075923745,0.00008036494],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001401384,0.00021265744,0.00025026998,0.0001549477,0.000974311,0.000070906564,0.00013423893,0.00007303612,0.000017801973],"category_scores_gemma":[0.012553561,0.00017552284,0.00006494646,0.0006521899,0.00020028235,0.00044155287,0.000116077004,0.00024148225,0.000018403613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015746248,0.000075310585,0.9480712,0.0000049470655,0.0000128522015,0.000005470976,0.04942827,0.000007393969,0.0016329787,0.0002981891,0.0000066295524,0.0002992976],"study_design_scores_gemma":[0.0023306853,0.0003570996,0.98979515,0.00006864327,0.00009903854,0.0000021028752,0.0027196053,0.0013735428,0.00014299464,0.0029062254,0.0000062298436,0.0001986689],"about_ca_topic_score_codex":0.000082257786,"about_ca_topic_score_gemma":0.00004509899,"teacher_disagreement_score":0.046708666,"about_ca_system_score_codex":0.000035666773,"about_ca_system_score_gemma":0.000019917388,"threshold_uncertainty_score":0.99576414},"labels":[],"label_agreement":null},{"id":"W2063679707","doi":"10.1016/j.brs.2010.06.001","title":"Can a behavioral intervention enhance the effect of repetitive transcranial magnetic stimulation on mood?","year":2010,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Psychology; Mood; Intervention (counseling); Dorsolateral prefrontal cortex; Audiology; Clinical psychology; Prefrontal cortex; Stimulation; Physical medicine and rehabilitation; Neuroscience; Cognition; Medicine; Psychiatry","score_opus":0.017184344267992997,"score_gpt":0.31622584896338324,"score_spread":0.29904150469539026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063679707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310225,0.000012420912,0.0024142552,0.0012240099,0.00067845354,0.0014218261,0.000042292257,0.00012193264,0.0009825716],"genre_scores_gemma":[0.9992141,0.0000018486895,0.0001497555,0.00011113623,0.0001491087,0.00009029029,0.00001560973,0.00003405805,0.00023407296],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99753153,0.00047961445,0.00056822976,0.0005338615,0.00061434647,0.00027241866],"domain_scores_gemma":[0.99681765,0.0023520624,0.0002476934,0.00041901946,0.00010161598,0.000061974875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005139448,0.0002830075,0.00029984524,0.00016336956,0.00027097884,0.000050337316,0.00024016632,0.00013578513,0.00037072704],"category_scores_gemma":[0.0011251783,0.00021846662,0.00020529925,0.0004650255,0.00031110639,0.00015849504,0.00002736821,0.00035860526,0.000026679523],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011967501,0.00019564255,0.00464509,0.000041843803,0.000005927632,0.0000030274753,0.0012176038,0.012024516,0.94001395,0.001671322,0.00003596823,0.03894836],"study_design_scores_gemma":[0.0071079843,0.0076598166,0.6976386,0.00013224773,0.00019701055,0.000012100446,0.00005114392,0.039771263,0.2454695,0.0012581291,0.00022067117,0.0004815515],"about_ca_topic_score_codex":0.00012886249,"about_ca_topic_score_gemma":0.00025184642,"teacher_disagreement_score":0.69454443,"about_ca_system_score_codex":0.00003318162,"about_ca_system_score_gemma":0.000018231112,"threshold_uncertainty_score":0.890881},"labels":[],"label_agreement":null},{"id":"W2064155686","doi":"10.1016/j.brs.2015.01.048","title":"Repetitive transcranial magnetic stimulation induces chromatin remodeling","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Transcranial magnetic stimulation; Neuroscience; Stimulation; Downregulation and upregulation; Brain stimulation; Medicine; Psychology; Biology; Gene","score_opus":0.0926235288058769,"score_gpt":0.3129250451079864,"score_spread":0.2203015163021095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064155686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499822,0.00012234389,0.039214388,0.0015776835,0.000559202,0.0009487989,0.000025534122,0.00048496574,0.007084844],"genre_scores_gemma":[0.9942315,0.000006684938,0.0041740737,0.00068215886,0.0003492328,0.00003793004,0.000021880907,0.000054183154,0.00044232045],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968391,0.000372996,0.0006933569,0.0007592146,0.0009174098,0.0004178896],"domain_scores_gemma":[0.9978665,0.0011233442,0.00019329668,0.00035198254,0.00025801102,0.00020683126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005193524,0.00033649697,0.00034124838,0.000272801,0.0002917213,0.00012135327,0.00022346401,0.00016866485,0.0002288765],"category_scores_gemma":[0.0026821787,0.00034906337,0.00010689467,0.00074130646,0.00016850022,0.00057070097,0.000042442953,0.00021156357,0.00021654619],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005338865,0.00016323189,0.0007475278,0.000028405952,0.000006729571,0.000015211232,0.0048774113,0.25964215,0.70107293,0.0027274624,0.0004231495,0.029761929],"study_design_scores_gemma":[0.0099052815,0.0012200032,0.14314483,0.00012864727,0.00010645241,0.000042082414,0.00038671392,0.8180666,0.009886513,0.013934618,0.0021502662,0.0010279916],"about_ca_topic_score_codex":0.00008331697,"about_ca_topic_score_gemma":0.000015815718,"teacher_disagreement_score":0.69118637,"about_ca_system_score_codex":0.00012453548,"about_ca_system_score_gemma":0.00010758837,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W2064976898","doi":"10.1016/j.brs.2012.03.009","title":"Translational application of neuromodulation of decision-making","year":2012,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Indspire; Canada Foundation for Innovation","keywords":"Neuromodulation; Sacral nerve stimulation; Neuroscience; Computer science; Medicine; Psychology; Urology","score_opus":0.2755816746017068,"score_gpt":0.4734093418896268,"score_spread":0.19782766728792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064976898","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063028582,0.9655989,0.024682937,0.000068791305,0.0006638853,0.0020255286,0.00016925544,0.00008477327,0.00040307725],"genre_scores_gemma":[0.71959305,0.27890578,0.0010561547,0.000047003712,0.00017984418,0.00006244629,0.0000781978,0.000047548183,0.000029983014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808455,0.00018947636,0.00083754765,0.00038474172,0.00035157226,0.00015214035],"domain_scores_gemma":[0.99708784,0.0017093815,0.0008378598,0.00027187128,0.000065717126,0.000027318574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020271922,0.00023018804,0.00071684015,0.0002519957,0.000072392046,0.000005729449,0.0001885567,0.00019422421,0.00003468663],"category_scores_gemma":[0.00023357832,0.00019146602,0.00026076596,0.0005330311,0.000114819806,0.0001791831,0.00003749499,0.0001491,0.000021087819],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015834094,0.000089226116,0.00013570934,0.0008574558,0.000005091041,4.89993e-7,0.00003607156,0.00020743566,0.0016483567,0.00038753977,0.000017815708,0.99659896],"study_design_scores_gemma":[0.0017942906,0.0005263334,0.024826197,0.01294449,0.0030363393,0.0001795226,0.000012214367,0.007492373,0.0018260416,0.015770867,0.9294301,0.0021611995],"about_ca_topic_score_codex":0.0000021247722,"about_ca_topic_score_gemma":0.0000012398687,"teacher_disagreement_score":0.99443775,"about_ca_system_score_codex":0.000017579254,"about_ca_system_score_gemma":0.000024290723,"threshold_uncertainty_score":0.7807758},"labels":[],"label_agreement":null},{"id":"W2071141880","doi":"10.1016/j.brs.2008.05.001","title":"Effects of cobalt and bicuculline on focal microstimulation of rat pallidal neurons in vivo","year":2008,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Bicuculline; Neuroscience; Postsynaptic potential; Stimulation; Postsynaptic Current; Chemistry; GABA receptor antagonist; GABAA receptor; Neurotransmission; Biology; Receptor; Biochemistry","score_opus":0.017025868920176095,"score_gpt":0.2727953831160852,"score_spread":0.2557695141959091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071141880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99857277,0.000081798586,0.0003127861,0.00038186202,0.0000372641,0.00048392446,0.0000038276576,0.000011631601,0.000114125316],"genre_scores_gemma":[0.9992815,0.000028053404,0.00018974801,0.00038424667,0.000012019147,0.0000049852215,0.000016983218,0.000007811372,0.000074606236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993606,0.000049424358,0.00021125641,0.00015782296,0.00013154694,0.000089336696],"domain_scores_gemma":[0.99932706,0.00044852606,0.00007325023,0.000079535195,0.000033063654,0.000038581424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039908566,0.00008945193,0.00021490907,0.000093946124,0.000023113917,0.0000013463164,0.000016200742,0.00006380265,0.0000122938],"category_scores_gemma":[0.00021155897,0.00007267996,0.000036492507,0.00013902102,0.000064760854,0.000029288225,0.000011124598,0.000058812057,0.0000013676259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024295123,0.0015957375,0.69949836,0.00023711534,0.000027816972,0.00013610398,0.00025005284,0.011182221,0.27984592,0.0003085763,0.00036885001,0.0041197175],"study_design_scores_gemma":[0.0054828227,0.0016128542,0.96149606,0.0000592339,0.000026521007,0.00000502552,0.0000017150636,0.013849446,0.017030783,0.00034680305,0.000036937607,0.00005182177],"about_ca_topic_score_codex":0.000027837537,"about_ca_topic_score_gemma":0.0000045929173,"teacher_disagreement_score":0.26281515,"about_ca_system_score_codex":0.000010496009,"about_ca_system_score_gemma":0.000012333855,"threshold_uncertainty_score":0.29638028},"labels":[],"label_agreement":null},{"id":"W2075064477","doi":"10.1016/j.brs.2010.09.007","title":"Exploring the effect of inducing long-term potentiation in the human motor cortex on motor learning","year":2010,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Long-term potentiation; Transcranial magnetic stimulation; Neuroscience; Motor learning; Motor cortex; Psychology; Stimulation; Primary motor cortex; Motor system; Medicine; Internal medicine; Receptor","score_opus":0.0692934906512047,"score_gpt":0.3112995433693525,"score_spread":0.2420060527181478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075064477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762017,0.0000044219723,0.00041777617,0.00037473266,0.0003486104,0.0009036626,0.0000024220892,0.000055511646,0.00027267187],"genre_scores_gemma":[0.9995673,0.000001727442,0.000017733659,0.00010490115,0.00014144364,0.00008687034,0.0000042195793,0.000018334224,0.00005752698],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982312,0.00050410867,0.0003269984,0.00029239108,0.0004593259,0.00018601032],"domain_scores_gemma":[0.99600935,0.0034941863,0.00017268113,0.00027098943,0.00003216296,0.000020615247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008016237,0.00015432898,0.0001633079,0.0001645517,0.000391189,0.00005874936,0.00022843425,0.00004967491,0.00002879943],"category_scores_gemma":[0.002031276,0.00009948412,0.00007139515,0.00037217996,0.00009819747,0.00023791543,0.00002943188,0.0004191705,0.000013296858],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092307135,0.00002754348,0.07456999,0.000019447041,0.0000026990024,0.000002270794,0.0014314288,0.0069062477,0.90892553,0.00038498134,0.0000021605154,0.007635403],"study_design_scores_gemma":[0.0010050355,0.0005082174,0.97942156,0.000037918697,0.00001559095,0.0000021266374,0.000026771662,0.008234348,0.01058783,0.000051186173,0.000014949135,0.00009447115],"about_ca_topic_score_codex":0.00004318519,"about_ca_topic_score_gemma":0.00003004121,"teacher_disagreement_score":0.90485156,"about_ca_system_score_codex":0.000019923644,"about_ca_system_score_gemma":0.0000071746476,"threshold_uncertainty_score":0.40568444},"labels":[],"label_agreement":null},{"id":"W2076108548","doi":"10.1016/j.brs.2014.11.021","title":"Can the Effects of Noninvasive Brain Stimulation Alleviating Neuropsychiatric Symptoms Result From a Common Beneficial Regulation of the Hypothalamic-pituitary-adrenal Axis?","year":2014,"lang":"en","type":"editorial","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Medicine; Stimulation; Brain stimulation; Neuroscience; Hypothalamic–pituitary–adrenal axis; Deep brain stimulation; Internal medicine; Endocrinology; Psychology; Hormone","score_opus":0.010082049654029384,"score_gpt":0.24650773938555504,"score_spread":0.23642568973152564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076108548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7362664,0.0002649919,0.0024275708,0.002452255,0.2534383,0.003794286,0.00094272936,0.00017420683,0.0002393267],"genre_scores_gemma":[0.91569203,0.000018880424,0.00022280424,0.00026302444,0.08314649,0.000060245886,0.00035059723,0.00012966523,0.00011624509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9915306,0.0021860031,0.0019391134,0.0011777843,0.0026384804,0.0005280461],"domain_scores_gemma":[0.95037085,0.044896863,0.0027600508,0.0012963682,0.0005903693,0.00008548338],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008244451,0.0007889149,0.0011241661,0.0003817147,0.00067826774,0.00010304184,0.001082788,0.0007877101,0.000029074634],"category_scores_gemma":[0.023871906,0.0005967635,0.0005011243,0.0013043716,0.00048249695,0.00021310734,0.00027717746,0.00095905445,0.0000082603465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019131142,0.0005586952,0.005748388,0.0013753802,0.00029004083,0.000008248876,0.008609528,0.43801746,0.39839974,0.0017135866,0.12393641,0.019429423],"study_design_scores_gemma":[0.0115881935,0.0016428923,0.82101256,0.0017512917,0.0011565958,0.0000052494424,0.00006567792,0.13428155,0.009768122,0.011329269,0.0059083793,0.0014902056],"about_ca_topic_score_codex":0.0011173794,"about_ca_topic_score_gemma":0.0004993391,"teacher_disagreement_score":0.81526417,"about_ca_system_score_codex":0.0001739264,"about_ca_system_score_gemma":0.00030448,"threshold_uncertainty_score":0.9996484},"labels":[],"label_agreement":null},{"id":"W2079077674","doi":"10.1016/j.brs.2014.08.002","title":"A Negative Pilot Study of Daily Bimodal Transcranial Direct Current Stimulation in Schizophrenia","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Ontario Mental Health Foundation; National Health and Medical Research Council; Centre for Addiction and Mental Health Foundation; Brain and Behavior Research Foundation; AstraZeneca; Campbell Institute; Eli Lilly and Company; Centre for Addiction and Mental Health","keywords":"Transcranial direct-current stimulation; Stimulation; Prefrontal cortex; Psychology; Brain stimulation; Schizophrenia (object-oriented programming); Temporoparietal junction; Neuroscience; Transcranial magnetic stimulation; Audiology; Randomized controlled trial; Medicine; Psychiatry; Internal medicine; Cognition","score_opus":0.0559161705687051,"score_gpt":0.3105644797284911,"score_spread":0.254648309159786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079077674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881004,0.000027516062,0.008439398,0.00015757163,0.00040678558,0.0017545758,0.00002236511,0.0001500587,0.0009412924],"genre_scores_gemma":[0.99917084,0.0000039093397,0.00047135507,0.0000627288,0.00015133883,0.00007063249,0.0000067379237,0.000039185757,0.00002329288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9964376,0.00083036773,0.00088681135,0.0007372482,0.0007696048,0.0003383585],"domain_scores_gemma":[0.99629164,0.0028668127,0.00027610367,0.00035352015,0.00012859645,0.000083324216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005205792,0.00033070112,0.00052219786,0.00050545216,0.00018308542,0.000043806012,0.00023513645,0.00005728269,0.00006824272],"category_scores_gemma":[0.002150002,0.00033393432,0.00007168048,0.001153241,0.0001399739,0.00035300443,0.000042647942,0.0002304055,0.000024627987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006791261,0.0049925647,0.043233857,0.00009778659,0.0000227025,0.0000046783675,0.010409049,0.5450235,0.32411858,0.0020639494,0.000048703852,0.06319335],"study_design_scores_gemma":[0.01498209,0.0037357172,0.7814303,0.000061638406,0.00004195594,8.424867e-7,0.00008697009,0.19657521,0.0010745936,0.001620828,0.000068666406,0.00032120655],"about_ca_topic_score_codex":0.00027857133,"about_ca_topic_score_gemma":0.00035678514,"teacher_disagreement_score":0.73819643,"about_ca_system_score_codex":0.000067295914,"about_ca_system_score_gemma":0.000043166958,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W2082330794","doi":"10.1016/j.brs.2015.01.175","title":"Gamma-band connectivity is reduced in schizophrenia following prefrontal TMS and during working memory","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Schizophrenia (object-oriented programming); Prefrontal cortex; Working memory; Neuroscience; Psychology; Psychiatry; Cognition","score_opus":0.04374122508475585,"score_gpt":0.27266774641484337,"score_spread":0.2289265213300875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082330794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99778664,0.000030861826,0.00018866333,0.00039367197,0.00048045698,0.00030454958,0.000002323258,0.00007376415,0.0007390431],"genre_scores_gemma":[0.99929917,0.0000016033938,0.00010636265,0.00020535612,0.000102660466,0.000009684108,0.000003749502,0.000018387425,0.00025301115],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998765,0.00013321948,0.0002017651,0.00044044046,0.00024374007,0.00021583786],"domain_scores_gemma":[0.99940103,0.0002696655,0.000082688035,0.00014353904,0.000014509363,0.00008856011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003206321,0.00013681737,0.00015370529,0.00014160364,0.00014035273,0.000090042704,0.000066234716,0.00007486798,0.0000059420204],"category_scores_gemma":[0.00076863595,0.00014020703,0.000041262814,0.00026540272,0.000032365475,0.00040696553,0.000050222032,0.00015210883,0.0000061417486],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036553812,0.000035442237,0.009482974,0.000011763656,0.000003241894,0.000027085074,0.00078076083,0.0040004333,0.976624,0.000111604255,0.000038138933,0.008519016],"study_design_scores_gemma":[0.007004542,0.00016832199,0.6119747,0.00016493282,0.000017003185,0.000049941194,0.00014729434,0.2315478,0.14434929,0.0039366228,0.000093843606,0.0005456964],"about_ca_topic_score_codex":0.000053336626,"about_ca_topic_score_gemma":0.00005361852,"teacher_disagreement_score":0.83227473,"about_ca_system_score_codex":0.000109729284,"about_ca_system_score_gemma":0.000029207198,"threshold_uncertainty_score":0.5717477},"labels":[],"label_agreement":null},{"id":"W2085475913","doi":"10.1016/j.brs.2015.01.024","title":"Effects of transcranial direct current stimulation, tDCS, of primary somatosensory cortex, S1, on vibrotactile detection and discrimination in humans","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Transcranial direct-current stimulation; Somatosensory system; Stimulation; Neuroscience; Psychology; Primary motor cortex; Brain stimulation; Cortex (anatomy); Medicine; Motor cortex","score_opus":0.03968527627076006,"score_gpt":0.2882366855308871,"score_spread":0.24855140926012703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085475913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900601,0.00017199358,0.0072812783,0.00007138622,0.00038007795,0.001205145,0.000022501361,0.000076536766,0.0007309931],"genre_scores_gemma":[0.9995838,0.000030386995,0.0001810458,0.000041356594,0.000059765727,0.00003630785,0.00001296669,0.000027746064,0.000026616714],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99772805,0.0003458703,0.0006482983,0.0004614646,0.0006146314,0.00020169241],"domain_scores_gemma":[0.9974175,0.0018826195,0.00029411615,0.00018748317,0.00014046411,0.00007779343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025093532,0.00023406022,0.00042460248,0.00042403836,0.00008545975,0.000018104265,0.00009008518,0.00009997121,0.000008896112],"category_scores_gemma":[0.0012933364,0.00023966854,0.00007085704,0.00048198886,0.00017327894,0.00031790996,0.000022404476,0.00013803187,0.000005658113],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010467188,0.0005467766,0.007167633,0.00047994644,0.00000758741,0.0000026666282,0.0036062489,0.029665379,0.92869294,0.0005505656,0.000024513776,0.028209023],"study_design_scores_gemma":[0.006153072,0.000764761,0.89513105,0.00023721888,0.00005692985,0.0000015023296,0.00005155163,0.030165017,0.06591586,0.0011658288,0.000111431946,0.00024578546],"about_ca_topic_score_codex":0.00006819914,"about_ca_topic_score_gemma":0.0000530944,"teacher_disagreement_score":0.8879634,"about_ca_system_score_codex":0.000103462145,"about_ca_system_score_gemma":0.00004644335,"threshold_uncertainty_score":0.97734},"labels":[],"label_agreement":null},{"id":"W2090643725","doi":"10.1016/j.brs.2011.02.004","title":"Neurophysiological investigation of congenital mirror movements in a patient with agenesis of the corpus callosum","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"","keywords":"Transcranial magnetic stimulation; Corpus callosum; Silent period; Agenesis of the corpus callosum; Motor cortex; Neuroscience; Abnormality; Psychology; Agenesis; Facilitation; Primary motor cortex; Medicine; Anatomy; Stimulation","score_opus":0.07103909351689021,"score_gpt":0.24500761108781355,"score_spread":0.17396851757092335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090643725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986986,0.0000071101144,0.00016159841,0.00007441577,0.000081634505,0.00050952414,0.000011832355,0.000016167618,0.00043915035],"genre_scores_gemma":[0.9993462,0.0000012485178,0.00038091335,0.00021773053,0.000004247193,0.000017708962,0.0000012948275,0.000009038536,0.00002164411],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987873,0.0002200899,0.00036720955,0.0002241044,0.00029023693,0.00011106386],"domain_scores_gemma":[0.99914706,0.00034371912,0.00023246539,0.00017622787,0.00007623964,0.00002431955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006170294,0.000109168235,0.00016669623,0.00007589148,0.000047129975,0.0000025800523,0.00012092052,0.00003856328,0.000042124317],"category_scores_gemma":[0.0004109059,0.00007140102,0.000035647223,0.00044517126,0.00035102735,0.00007678637,0.000041026025,0.000051786174,0.0000018819279],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003053054,0.00007817508,0.09485823,0.000015023308,0.0000039912684,0.0000030325184,0.0026585804,0.001887983,0.8991838,0.00042760235,0.0000032453793,0.0005750433],"study_design_scores_gemma":[0.00092210947,0.00050671067,0.9442673,0.000026513157,0.000008007076,0.0000013412,0.00004303885,0.0022385605,0.0510245,0.0008859244,0.0000041941366,0.00007180656],"about_ca_topic_score_codex":0.00028074908,"about_ca_topic_score_gemma":0.000044182656,"teacher_disagreement_score":0.84940904,"about_ca_system_score_codex":0.00001393544,"about_ca_system_score_gemma":0.000018133895,"threshold_uncertainty_score":0.2911649},"labels":[],"label_agreement":null},{"id":"W2097446825","doi":"10.1016/j.brs.2015.05.008","title":"Concordance Between BeamF3 and MRI-neuronavigated Target Sites for Repetitive Transcranial Magnetic Stimulation of the Left Dorsolateral Prefrontal Cortex","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":255,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; Eli Lilly Canada; National Institutes of Health; Centre for Addiction and Mental Health; BrainsWay; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; National Alliance for Research on Schizophrenia and Depression; H. Lundbeck A/S; American Brain Foundation; Klarman Family Foundation; St. Jude Medical; Fondation Brain Canada; Pfizer; Brain and Behavior Research Foundation; Campbell Institute","keywords":"Neuronavigation; Transcranial magnetic stimulation; Scalp; Concordance; Dorsolateral prefrontal cortex; Medicine; Magnetic resonance imaging; Nasion; Nuclear medicine; Psychology; Neuroscience; Radiology; Anatomy; Stimulation; Prefrontal cortex; Internal medicine; Cognition","score_opus":0.04356641989578671,"score_gpt":0.29068997290478304,"score_spread":0.24712355300899633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097446825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97576773,0.00009196647,0.020369237,0.0008509036,0.0003026346,0.0019514229,0.00033648105,0.00010111237,0.0002285193],"genre_scores_gemma":[0.9969165,0.0000034087782,0.0023106125,0.0002165911,0.00015446573,0.000030251023,0.00004886592,0.000039992254,0.00027931307],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99768925,0.0002718394,0.0006271937,0.00059600244,0.00050655974,0.00030914295],"domain_scores_gemma":[0.9975739,0.0015187439,0.00027064563,0.0002749477,0.00024361738,0.00011810731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002931124,0.00028489163,0.00038571274,0.000090390175,0.00024661614,0.00005024598,0.0002059842,0.00012122911,0.00003857272],"category_scores_gemma":[0.0010443906,0.00024306662,0.000112712565,0.00028207782,0.00039249155,0.00031524524,0.000054950902,0.00014716468,0.0000044771896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013764375,0.00012612423,0.16862862,0.0001043649,0.000022552284,0.0000023888822,0.005136673,0.036600288,0.78497213,0.00068334315,0.00019682561,0.0021502431],"study_design_scores_gemma":[0.0051382715,0.0009335551,0.89433444,0.000052039504,0.00008912495,0.000007676887,0.000055059416,0.08769123,0.008123013,0.0028547603,0.0004429434,0.0002778942],"about_ca_topic_score_codex":0.000047299036,"about_ca_topic_score_gemma":0.000022948338,"teacher_disagreement_score":0.77684915,"about_ca_system_score_codex":0.00005079873,"about_ca_system_score_gemma":0.000069720925,"threshold_uncertainty_score":0.99119693},"labels":[],"label_agreement":null},{"id":"W2099971421","doi":"10.1016/j.brs.2013.12.004","title":"Boosting Response Inhibition Neural Network With rTMS May Improve Dyskinesias in Parkinson's Disease","year":2013,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Boosting (machine learning); Parkinson's disease; Neuroscience; Psychology; Medicine; Disease; Physical medicine and rehabilitation; Computer science; Artificial intelligence; Internal medicine","score_opus":0.019384795011917096,"score_gpt":0.26112178158004956,"score_spread":0.24173698656813247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099971421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64891165,0.000120251454,0.00009700748,0.34900597,0.00012179069,0.0014890742,0.000020935839,0.00009270655,0.00014058223],"genre_scores_gemma":[0.69470763,0.0000040231516,0.00020720148,0.30171362,0.0009211821,0.00015378234,0.0010471698,0.000060806484,0.0011845992],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978144,0.0003288434,0.00036015137,0.00063379173,0.0003918992,0.00047092102],"domain_scores_gemma":[0.9985556,0.0006813603,0.00022329055,0.0003403778,0.000076286386,0.00012310549],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018019274,0.00038704666,0.00042423236,0.00016787356,0.000088420806,0.000054635126,0.000050874085,0.0003883918,0.00010188249],"category_scores_gemma":[0.00032379013,0.00028881183,0.000101313155,0.00028043144,0.00006713701,0.00013786672,0.000037481335,0.0007990816,0.000044092973],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01856256,0.0004128588,0.27889782,0.0004079464,0.000109121764,0.012402624,0.00009343415,0.01761072,0.000334565,0.000010093325,0.6595237,0.01163455],"study_design_scores_gemma":[0.005224261,0.0012123683,0.9221037,0.00041399535,0.00017512878,0.000017834484,0.0000037044651,0.020590382,0.0000062005133,0.00091658573,0.048913892,0.00042196867],"about_ca_topic_score_codex":0.000043329106,"about_ca_topic_score_gemma":0.0000060331663,"teacher_disagreement_score":0.6432058,"about_ca_system_score_codex":0.000101676225,"about_ca_system_score_gemma":0.00007265948,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W2101504183","doi":"10.1016/j.brs.2013.12.012","title":"Stimulation of Hippocampal Neurogenesis by Transcranial Focused Ultrasound and Microbubbles in Adult Mice","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research","keywords":"Neurogenesis; Dentate gyrus; Hippocampal formation; Neuroscience; Microbubbles; Hippocampus; Stimulation; Medicine; Psychology; Ultrasound","score_opus":0.005464961001406951,"score_gpt":0.19860311731552707,"score_spread":0.19313815631412012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101504183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620632,0.00008396078,0.03720551,0.00008217337,0.000035882036,0.00023194036,0.00003071317,0.00008678058,0.0001798327],"genre_scores_gemma":[0.9981086,0.00002155799,0.0016243766,0.000060671966,0.0000418681,0.000015792031,0.000085374355,0.000029022493,0.000012728346],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992828,0.00004346679,0.00026981096,0.00016625847,0.000099836754,0.00013784572],"domain_scores_gemma":[0.99926186,0.00050195033,0.000037795915,0.000117725205,0.000039103325,0.000041557407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010887914,0.00012802954,0.00015899753,0.000090483314,0.00004053303,0.000020303085,0.000061737584,0.00009162318,0.000017636132],"category_scores_gemma":[0.00007413932,0.00014230402,0.00003170599,0.00018852446,0.000034665383,0.00011886255,0.0000033083193,0.00006455084,0.0000045203565],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002186898,0.000038400263,0.015797447,0.000051408533,0.000010176995,8.029179e-8,0.00045566986,0.09058482,0.8820096,0.00031134553,0.00015737157,0.010561801],"study_design_scores_gemma":[0.0038845767,0.00011567389,0.4052008,0.00006507898,0.000067863024,0.000008579405,0.000060240687,0.5473745,0.039088555,0.0016185413,0.001978153,0.0005374436],"about_ca_topic_score_codex":0.000050968192,"about_ca_topic_score_gemma":0.00007756613,"teacher_disagreement_score":0.842921,"about_ca_system_score_codex":0.000019289471,"about_ca_system_score_gemma":0.000006095185,"threshold_uncertainty_score":0.58029896},"labels":[],"label_agreement":null},{"id":"W2109722228","doi":"10.1016/j.brs.2014.11.001","title":"The Role of Human Brain Area hMT+ in the Perception of Global Motion Investigated With Repetitive Transcranial Magnetic Stimulation (rTMS)","year":2014,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Neuroscience; Stimulation; Brain stimulation; Motion (physics); Human brain; Perception; Transcranial alternating current stimulation; Psychology; Physical medicine and rehabilitation; Medicine; Computer science; Artificial intelligence","score_opus":0.029674605744089547,"score_gpt":0.29753182573398923,"score_spread":0.2678572199898997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109722228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806435,0.0000063300413,0.016835416,0.00085684186,0.000041151896,0.00051081384,0.000010869003,0.000041632466,0.0010534436],"genre_scores_gemma":[0.9992815,0.0000015383004,0.00017834507,0.0003950631,0.00004698372,0.000015788435,0.000029133018,0.000012526515,0.00003908759],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99780446,0.00079138915,0.0004186726,0.0003001446,0.000510372,0.00017493888],"domain_scores_gemma":[0.99884486,0.0005207622,0.0002519381,0.00023603572,0.00010992559,0.000036501864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096686394,0.00015117112,0.00016051442,0.000070331895,0.00026390151,0.00005515445,0.00019934,0.00009924889,0.00005757653],"category_scores_gemma":[0.0006680656,0.00010015155,0.000049440398,0.0006000038,0.00024509657,0.00021853897,0.000012621974,0.00012918345,0.0000054638886],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022931477,0.000112759546,0.0052290303,0.000025638868,0.0000015685963,3.7239914e-7,0.0033838146,0.015416311,0.93718386,0.011354907,0.000017376115,0.027045071],"study_design_scores_gemma":[0.0020449006,0.0015157585,0.58843553,0.0001399965,0.000029779052,0.000010263866,0.0012814918,0.35822058,0.011523744,0.036493823,0.000082859384,0.00022129268],"about_ca_topic_score_codex":0.00008940342,"about_ca_topic_score_gemma":0.00015823058,"teacher_disagreement_score":0.9256601,"about_ca_system_score_codex":0.00005442898,"about_ca_system_score_gemma":0.000032566368,"threshold_uncertainty_score":0.40840614},"labels":[],"label_agreement":null},{"id":"W2117192775","doi":"10.1016/j.brs.2008.03.007","title":"Treatment of chronic neuropathic pain by motor cortex stimulation: Results of a bicentric controlled crossover trial","year":2008,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"McGill Pain Questionnaire; Medicine; Visual analogue scale; Analgesic; Crossover study; Anesthesia; Neuropathic pain; Randomized controlled trial; Quality of life (healthcare); Chronic pain; Stimulation; Clinical trial; Refractory (planetary science); Surgery; Physical therapy; Internal medicine","score_opus":0.02519210756798094,"score_gpt":0.2868898564755531,"score_spread":0.26169774890757214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117192775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98917633,0.0008895895,0.0038987242,0.0005075487,0.00016611653,0.0045115286,0.00006347214,0.00006914849,0.00071756076],"genre_scores_gemma":[0.9953924,0.0001076876,0.0001651402,0.00006666988,0.00020597578,0.00007333351,0.00037699917,0.000022490156,0.0035893172],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997744,0.00044727634,0.00081580854,0.00032110306,0.00045840087,0.00021340794],"domain_scores_gemma":[0.99745697,0.0014505321,0.0004979156,0.00035898303,0.00015155133,0.00008405393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006407194,0.00022412404,0.0006734202,0.00021325955,0.00008628584,0.000007264467,0.000049477003,0.00009713203,0.00006743542],"category_scores_gemma":[0.0009526354,0.00017884016,0.0002522343,0.000325055,0.000088786626,0.00008020358,0.000013008056,0.000046965284,0.000011141413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82615554,0.016356548,0.041722827,0.0003552838,0.0017015898,0.0003101187,0.0014275286,0.012128793,0.037428275,0.00023682811,0.0076537444,0.054522913],"study_design_scores_gemma":[0.5814352,0.012156624,0.10768018,0.00006149187,0.00043690205,0.0000060549437,0.000010358931,0.29457438,0.00041852423,0.000029633793,0.0030239734,0.00016664293],"about_ca_topic_score_codex":0.000073226016,"about_ca_topic_score_gemma":0.000003185152,"teacher_disagreement_score":0.28244558,"about_ca_system_score_codex":0.00027040692,"about_ca_system_score_gemma":0.00013903472,"threshold_uncertainty_score":0.729289},"labels":[],"label_agreement":null},{"id":"W2118664309","doi":"10.1016/j.brs.2010.06.004","title":"Improving working memory: the effect of combining cognitive activity and anodal transcranial direct current stimulation to the left dorsolateral prefrontal cortex","year":2010,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":421,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial direct-current stimulation; Working memory; Dorsolateral prefrontal cortex; Memory span; n-back; Cognition; Psychology; Task (project management); Physical medicine and rehabilitation; Audiology; Prefrontal cortex; Cognitive psychology; Medicine; Neuroscience; Stimulation","score_opus":0.01873098820719539,"score_gpt":0.28304794335516836,"score_spread":0.264316955147973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118664309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98673606,0.00003680908,0.009472842,0.00047382782,0.0009342248,0.0019664168,0.00003253934,0.00009542129,0.00025186723],"genre_scores_gemma":[0.99951595,0.000001743492,0.00007670784,0.00008639553,0.00021937946,0.00004106809,0.0000055560777,0.000030352685,0.000022827546],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99777627,0.0005314487,0.00035494252,0.0005260576,0.000500511,0.00031078103],"domain_scores_gemma":[0.99442357,0.0049757618,0.00021620856,0.00023760492,0.000070047565,0.000076818294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007354903,0.00028992855,0.00032842215,0.00010918758,0.00065095996,0.000118494565,0.00019496557,0.000087016684,0.000031191514],"category_scores_gemma":[0.0014918427,0.00019035787,0.00010033489,0.00030666,0.0002653287,0.0002621859,0.000081229446,0.0004174172,0.0000060126235],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012662848,0.000041746825,0.0154467495,0.00003365296,0.000012883879,0.0000010206089,0.0037335726,0.0062746387,0.8403505,0.000037024103,0.0000061221367,0.1327958],"study_design_scores_gemma":[0.0030304685,0.0006335761,0.81043476,0.000071634255,0.0001086966,0.000007783237,0.000034020788,0.16651268,0.018843884,0.000037256927,0.000058730664,0.00022652552],"about_ca_topic_score_codex":0.00012660341,"about_ca_topic_score_gemma":0.00022066418,"teacher_disagreement_score":0.8215066,"about_ca_system_score_codex":0.000024408444,"about_ca_system_score_gemma":0.000027008007,"threshold_uncertainty_score":0.77625686},"labels":[],"label_agreement":null},{"id":"W2128618461","doi":"10.1016/j.brs.2014.10.003","title":"The Uncertain Outcome of Prefrontal tDCS","year":2014,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":246,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health","keywords":"Transcranial direct-current stimulation; Dorsolateral prefrontal cortex; Cognition; Prefrontal cortex; Neuroscience; Psychology; Brain stimulation; Cognitive psychology; Neuromodulation; Stimulation","score_opus":0.16099773223074926,"score_gpt":0.41043671771750684,"score_spread":0.24943898548675758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128618461","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044200875,0.98954266,0.005001516,0.00019421545,0.0007912187,0.0018181385,0.000069464106,0.00012349455,0.002415106],"genre_scores_gemma":[0.014078776,0.9830738,0.00028911,0.0001335429,0.00027470585,0.00011786667,0.000025599935,0.00008229117,0.0019243081],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969403,0.0005950979,0.0011631559,0.00047979935,0.0005391362,0.00028247738],"domain_scores_gemma":[0.9905651,0.008106319,0.00068310834,0.00052877405,0.00006539245,0.00005127871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000516917,0.00036847475,0.0011145745,0.00012710119,0.00030733788,0.00005276088,0.00045104313,0.00019608812,0.000041393923],"category_scores_gemma":[0.0033562002,0.000239528,0.00040856109,0.0004303328,0.00026342671,0.0000705782,0.00008845995,0.0002303442,0.00010687237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002174153,0.000031100673,0.00003387715,0.0025285224,0.000020686393,0.000001403603,0.00008760691,0.0008768564,0.00007559285,0.004346923,0.00035819347,0.9916175],"study_design_scores_gemma":[0.00039694307,0.00009521819,0.00068025704,0.000832335,0.00019302573,0.0000063211455,0.000004183668,0.0018938045,0.0000026472503,0.00041134903,0.9952225,0.00026141634],"about_ca_topic_score_codex":0.000017506527,"about_ca_topic_score_gemma":0.000011616067,"teacher_disagreement_score":0.9948643,"about_ca_system_score_codex":0.000070701964,"about_ca_system_score_gemma":0.0000640858,"threshold_uncertainty_score":0.9767668},"labels":[],"label_agreement":null},{"id":"W2129427953","doi":"10.1016/j.brs.2008.11.002","title":"Consensus paper: Combining transcranial stimulation with neuroimaging","year":2009,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":369,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Toronto Western Hospital; University of Toronto","funders":"Biotechnology and Biological Sciences Research Council; Wellcome Trust","keywords":"Neuroimaging; Transcranial magnetic stimulation; Context (archaeology); Neuroscience; Brain stimulation; Functional neuroimaging; Psychology; Stimulation","score_opus":0.08581384830242479,"score_gpt":0.34258413918296066,"score_spread":0.2567702908805359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129427953","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010111483,0.9743921,0.010728027,0.0010194156,0.00084695686,0.005747758,0.00016129618,0.0014558706,0.004637404],"genre_scores_gemma":[0.10869434,0.8833438,0.0038829022,0.0018154023,0.0008042862,0.00018471308,0.00024513077,0.0004525367,0.0005768877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946457,0.00084745337,0.0013645573,0.0014504001,0.0009998188,0.00069208303],"domain_scores_gemma":[0.9936627,0.0046538655,0.00070579414,0.0006541159,0.00014099505,0.00018251278],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034762867,0.0010236911,0.0019324122,0.0005605763,0.0005789947,0.0002357,0.00039981864,0.00035840494,0.00012990298],"category_scores_gemma":[0.0008927659,0.00089356967,0.00044381933,0.001331256,0.00029037773,0.00031414346,0.00004110689,0.0006927999,0.00011656288],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001739816,0.00013485494,0.000014551701,0.0014003632,0.000034288492,0.00008711602,0.0002754397,0.014161787,0.0007172669,0.0008890547,0.00019690329,0.9819144],"study_design_scores_gemma":[0.008345192,0.0014714018,0.0027119238,0.009707515,0.002263405,0.00046184857,0.00003790274,0.035760377,0.000014657916,0.0009896102,0.9352711,0.0029650528],"about_ca_topic_score_codex":0.000017532984,"about_ca_topic_score_gemma":0.00000818091,"teacher_disagreement_score":0.97894937,"about_ca_system_score_codex":0.00014109927,"about_ca_system_score_gemma":0.00023734504,"threshold_uncertainty_score":0.9993515},"labels":[],"label_agreement":null},{"id":"W2134219543","doi":"10.1016/j.brs.2013.04.006","title":"A Near Infra-Red Study of Blood Oxygenation Changes Resulting From High and Low Frequency Repetitive Transcranial Magnetic Stimulation","year":2013,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Stimulation; Medicine; Prefrontal cortex; Oxygenation; Neuroscience; Dorsolateral prefrontal cortex; Deep transcranial magnetic stimulation; Blood oxygenation; Major depressive disorder; Motor cortex; Audiology; Anesthesia; Psychology; Cardiology; Functional magnetic resonance imaging; Cognition","score_opus":0.021795622656712706,"score_gpt":0.25017129214544287,"score_spread":0.22837566948873017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134219543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99471295,0.00007641298,0.0011776858,0.0008906664,0.00018812771,0.002485784,0.00007035915,0.00017007926,0.00022791515],"genre_scores_gemma":[0.9972197,0.000012491619,0.0021944512,0.00017288026,0.00014341675,0.0001255698,0.000035323475,0.000043062206,0.000053127544],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99704385,0.00042871202,0.0007493034,0.00078876526,0.00068538764,0.00030396925],"domain_scores_gemma":[0.9970296,0.0018742667,0.0003559274,0.0003413645,0.0003030809,0.000095755604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002417526,0.00032243136,0.00041197162,0.0002440661,0.00034611786,0.00013168734,0.00015979764,0.00014683198,0.00037644352],"category_scores_gemma":[0.0015564471,0.00033153984,0.000050336505,0.00061225955,0.00018103595,0.00048445474,0.00004710864,0.0001671528,0.00001994034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022243834,0.0005684998,0.020171346,0.000039661863,0.000028947585,0.000005969516,0.010143365,0.017409692,0.94106835,0.0002070623,0.000015256154,0.010119383],"study_design_scores_gemma":[0.007761803,0.0015330543,0.90262353,0.00007068187,0.00015718045,0.00000210395,0.0003796591,0.080767,0.004098027,0.002284144,0.000005818333,0.00031701318],"about_ca_topic_score_codex":0.0022693307,"about_ca_topic_score_gemma":0.00026592187,"teacher_disagreement_score":0.93697035,"about_ca_system_score_codex":0.000030279265,"about_ca_system_score_gemma":0.000030617597,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W2135873288","doi":"10.1016/j.brs.2015.07.026","title":"Is the Seizure an Unnecessary Component of Electroconvulsive Therapy? A Startling Possibility","year":2015,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Electroconvulsive therapy; Misnomer; Stimulus (psychology); Psychology; Neuroscience; Anesthesia; Cognition; Medicine; Psychotherapist","score_opus":0.0580251105385985,"score_gpt":0.34084821180047487,"score_spread":0.2828231012618764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135873288","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4187384,0.0036382086,0.00037166197,0.57358307,0.0001502798,0.0029978417,0.00008208408,0.00013424024,0.00030424615],"genre_scores_gemma":[0.4291722,0.00013970779,0.00033978658,0.56539726,0.0024694765,0.00010490345,0.0012335366,0.00013531878,0.0010078072],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656266,0.0005673055,0.00070332485,0.0006780795,0.0009730123,0.0005156214],"domain_scores_gemma":[0.99629986,0.00084166334,0.00061084505,0.001022459,0.0011427718,0.00008242109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00091143063,0.00052001094,0.0009355118,0.00020562675,0.00018639216,0.000031075102,0.00029590336,0.0005555875,0.00011191235],"category_scores_gemma":[0.00021680753,0.00035662987,0.00025722804,0.0003609678,0.00025324692,0.0001481887,0.00005602872,0.0015627452,0.000011946341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020480065,0.00029563517,0.0062355762,0.00038309602,0.0012888405,0.00007672923,0.0074078217,0.0001366433,0.025951115,0.000018483686,0.95156145,0.0045965756],"study_design_scores_gemma":[0.020910235,0.014312806,0.11045016,0.0013164436,0.0015502415,0.00029716475,0.0012651567,0.013781728,0.033594847,0.015203562,0.7845441,0.0027735417],"about_ca_topic_score_codex":0.00017781422,"about_ca_topic_score_gemma":0.000020428803,"teacher_disagreement_score":0.16701736,"about_ca_system_score_codex":0.00031478514,"about_ca_system_score_gemma":0.00040681867,"threshold_uncertainty_score":0.99988854},"labels":[],"label_agreement":null},{"id":"W2136329849","doi":"10.1016/j.brs.2011.01.006","title":"Cognitive behavioral therapy-related increases in cortical inhibition in problematic perfectionists","year":2011,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Laurentian University; University of Toronto; York University","funders":"","keywords":"Transcranial magnetic stimulation; Long-term potentiation; Anxiety; Psychology; Neuroscience; Inhibitory postsynaptic potential; GABAergic; GABAA receptor; Cognitive behavioral therapy; Neurotransmission; Medicine; Psychiatry; Internal medicine; Stimulation; Receptor","score_opus":0.07192644124776977,"score_gpt":0.35404950925711287,"score_spread":0.2821230680093431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136329849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943952,0.00012316267,0.00068800314,0.00009350421,0.00016571807,0.0010448813,0.0000059826602,0.00014058137,0.0033429596],"genre_scores_gemma":[0.9990262,0.000010928116,0.000120902005,0.00009239674,0.000036744954,0.0003812157,0.00008113864,0.000027881622,0.00022259456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980898,0.0004753899,0.00055380433,0.0004023269,0.00018844561,0.0002902141],"domain_scores_gemma":[0.99918807,0.0003462309,0.00015336773,0.00012473391,0.0001412567,0.000046332265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534052,0.00019513923,0.00023261206,0.0003709794,0.00017786649,0.000024904342,0.000032035277,0.00018579845,0.000762024],"category_scores_gemma":[0.00029275418,0.00020869238,0.000056383004,0.0006954725,0.00013704399,0.0002912435,0.000023372317,0.00028599807,0.00014155106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006958752,0.003900316,0.9565462,0.00003424012,0.000051546194,0.0000621969,0.02646746,0.00019980897,0.0013308916,0.0020326956,0.00014713632,0.00853167],"study_design_scores_gemma":[0.0035297836,0.00044825373,0.98913664,0.00013303872,0.000020558147,0.00005181491,0.0013073299,0.0014638556,0.00016071078,0.0035258906,0.000005854444,0.0002162667],"about_ca_topic_score_codex":0.0018865793,"about_ca_topic_score_gemma":0.0009677997,"teacher_disagreement_score":0.03259048,"about_ca_system_score_codex":0.0001726162,"about_ca_system_score_gemma":0.000035894434,"threshold_uncertainty_score":0.8510228},"labels":[],"label_agreement":null},{"id":"W2144648704","doi":"10.1016/j.brs.2009.10.002","title":"Continuous theta burst stimulation of right dorsolateral prefrontal cortex induces changes in impulsivity level","year":2009,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":180,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Impulsivity; Dorsolateral prefrontal cortex; Stimulation; Neuroscience; Prefrontal cortex; Dorsolateral; Psychology; Developmental psychology; Cognition","score_opus":0.043513042287754114,"score_gpt":0.2957994243446533,"score_spread":0.2522863820568992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144648704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99416244,0.000045783276,0.00216902,0.0011260083,0.00023994745,0.00089124625,0.00006810525,0.000108475186,0.0011889848],"genre_scores_gemma":[0.9988707,0.000005571175,0.0004207211,0.0002761362,0.00010214219,0.000013324992,0.000023367136,0.00001960801,0.00026845766],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978068,0.00023279102,0.00056655245,0.0005432859,0.0004978424,0.00035271354],"domain_scores_gemma":[0.99853784,0.000723257,0.0002962885,0.00027482802,0.00010132815,0.0000664714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028530264,0.0002783387,0.00043301756,0.00032072072,0.00014052572,0.000046235822,0.00020030871,0.00014978906,0.00011596119],"category_scores_gemma":[0.00054465816,0.00026390125,0.00007794673,0.0005380614,0.0001322439,0.00038607782,0.00003608758,0.00017131839,0.000014497328],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039607522,0.00028000725,0.010864991,0.000018724733,0.0000061345327,0.000012440793,0.0015421445,0.015604895,0.9560594,0.0009703315,0.000032785578,0.014212084],"study_design_scores_gemma":[0.0025007725,0.00049104256,0.9468442,0.000054804616,0.000018361703,0.0000070726232,0.00002942804,0.03331711,0.013618904,0.002796114,0.000058848083,0.00026333088],"about_ca_topic_score_codex":0.0001374325,"about_ca_topic_score_gemma":0.00018100764,"teacher_disagreement_score":0.9424405,"about_ca_system_score_codex":0.000073589465,"about_ca_system_score_gemma":0.000031201303,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W2145101928","doi":"10.1016/j.brs.2007.08.001","title":"A study of the effectiveness of bilateral transcranial magnetic stimulation in the treatment of the negative symptoms of schizophrenia","year":2007,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Scale for the Assessment of Negative Symptoms; Schizophrenia (object-oriented programming); Schizoaffective disorder; Negative symptom; Randomized controlled trial; Psychology; Deep transcranial magnetic stimulation; Prefrontal cortex; Psychiatry; Stimulation; Medicine; Internal medicine; Cognition; Psychosis; Audiology","score_opus":0.026598359979049267,"score_gpt":0.29379493918328287,"score_spread":0.2671965792042336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145101928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99568474,0.000036796362,0.0005170696,0.000065006076,0.00018664212,0.003329408,0.000028898683,0.0000106028265,0.00014086156],"genre_scores_gemma":[0.99984777,0.000002048561,0.00005393467,0.000014877362,0.000024316747,0.00003177807,9.388421e-7,0.000014693967,0.00000963078],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965385,0.0014469874,0.0008294241,0.00029111406,0.0007125081,0.00018143008],"domain_scores_gemma":[0.99278593,0.0061822115,0.00041428092,0.00046051707,0.00013983542,0.000017242213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008433387,0.00020905072,0.0004122168,0.00016877851,0.00010950901,0.000007327494,0.00033353106,0.00007156239,0.000012742929],"category_scores_gemma":[0.0005556461,0.00011309173,0.00017769422,0.001312741,0.0003770979,0.00008888454,0.000025293246,0.000090034264,3.9272297e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005288955,0.00275267,0.21668868,0.00011286756,0.000033756507,0.000001342917,0.029696546,0.17531967,0.5617592,0.0010417926,5.3956495e-7,0.0073039914],"study_design_scores_gemma":[0.008647329,0.0029285997,0.94271576,0.000098086646,0.000103859384,0.0000014638955,0.00034975403,0.004580092,0.03962511,0.0008590409,0.000001754884,0.000089138935],"about_ca_topic_score_codex":0.00036437853,"about_ca_topic_score_gemma":0.00025513422,"teacher_disagreement_score":0.7260271,"about_ca_system_score_codex":0.000052087973,"about_ca_system_score_gemma":0.000042661944,"threshold_uncertainty_score":0.4611747},"labels":[],"label_agreement":null},{"id":"W2147649062","doi":"10.1016/j.brs.2011.03.006","title":"A practical guide to the use of repetitive transcranial magnetic stimulation in the treatment of depression","year":2011,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Depression (economics); Prefrontal cortex; Mood; Psychology; Brain stimulation; Dorsolateral prefrontal cortex; Major depressive disorder; Neuroscience; Psychiatry; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Stimulation; Medicine; Clinical psychology; Psychotherapist; Cognition","score_opus":0.257572013736409,"score_gpt":0.4199574639652534,"score_spread":0.16238545022884443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147649062","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007877137,0.9080412,0.04872795,0.002086183,0.0011965509,0.02941385,0.00079573627,0.00018813001,0.0016732984],"genre_scores_gemma":[0.07259957,0.9198641,0.0057041734,0.00030802193,0.00027207317,0.0007135847,0.00006024117,0.000112026544,0.00036619842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953648,0.0016112275,0.0014309458,0.0006674749,0.0006383183,0.00028726528],"domain_scores_gemma":[0.9881564,0.010307111,0.0005939974,0.00075217214,0.00013672099,0.000053613727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045758148,0.00045519107,0.0010805846,0.00034613433,0.00013307981,0.000041072257,0.00032047788,0.00022867524,0.00011515016],"category_scores_gemma":[0.0025028863,0.0002588028,0.00039412532,0.0010801044,0.00019711802,0.00018915458,0.00003156182,0.0001905068,0.00002452506],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005355154,0.0010009962,0.00012340109,0.0008664163,0.000029669043,0.000016557018,0.006328109,0.0099820625,0.00041731147,0.0012699816,0.0004901143,0.9789399],"study_design_scores_gemma":[0.0017336899,0.0018451157,0.011531644,0.0019303268,0.00084878237,0.000028256109,0.000042320044,0.0037935593,0.0000415901,0.000088064495,0.9777535,0.00036314767],"about_ca_topic_score_codex":0.00023700562,"about_ca_topic_score_gemma":0.00010699952,"teacher_disagreement_score":0.9785767,"about_ca_system_score_codex":0.00009863535,"about_ca_system_score_gemma":0.00014018045,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W2149370581","doi":"10.1016/j.brs.2015.01.067","title":"Intermittent theta-burst versus 10 Hz left dorsolateral prefrontal rTMS for treatment resistant depression: preliminary results from a two-site, randomized, single blind non-inferiority trial","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Facilitation; Dorsolateral prefrontal cortex; Transcranial magnetic stimulation; Psychology; Depression (economics); Prefrontal cortex; Stimulation; Neuroscience; Brain stimulation; Randomized controlled trial; Physical medicine and rehabilitation; Medicine; Internal medicine; Cognition","score_opus":0.11754386513892988,"score_gpt":0.34134067803355517,"score_spread":0.22379681289462527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149370581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98142135,0.00010515323,0.007404367,0.00069073774,0.0021909955,0.005643049,0.00061099674,0.00019465991,0.0017386873],"genre_scores_gemma":[0.99528676,0.000004452615,0.0020403664,0.00006674203,0.00081654405,0.0002505839,0.00026657287,0.000048972164,0.0012189761],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963078,0.00056199025,0.0010515492,0.001022638,0.0006245558,0.00043144682],"domain_scores_gemma":[0.99237233,0.006229735,0.00042988945,0.0005590557,0.0001938822,0.00021512627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006471996,0.00046663752,0.0008515864,0.00015785391,0.00032731242,0.0001843871,0.00022733929,0.00017086287,0.00006356087],"category_scores_gemma":[0.0041743224,0.00037202775,0.00038114085,0.00016490913,0.00022340433,0.00039501657,0.000107506356,0.000102793216,0.000051112722],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95687556,0.00044291766,0.000058580055,0.000007434874,0.000059778136,0.000013277203,0.0036431781,0.011902669,0.023241619,0.000017770748,0.00028438488,0.0034528172],"study_design_scores_gemma":[0.86661494,0.0068909535,0.004568293,0.00007010678,0.0003060612,0.0000034644497,0.0000834565,0.11716351,0.0020717855,0.00058148097,0.0012227962,0.00042318553],"about_ca_topic_score_codex":0.0003854048,"about_ca_topic_score_gemma":0.00019371872,"teacher_disagreement_score":0.10526084,"about_ca_system_score_codex":0.00032653398,"about_ca_system_score_gemma":0.00011357599,"threshold_uncertainty_score":0.99987316},"labels":[],"label_agreement":null},{"id":"W2153238542","doi":"10.1016/j.brs.2012.01.006","title":"Modulation of verbal fluency networks by transcranial direct current stimulation (tDCS) in Parkinson’s disease","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":165,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centro de Investigación Biomédica en Red Enfermedades Cardiovasculares; Generalitat de Catalunya; Mountain Equipment Co-operative","keywords":"Transcranial direct-current stimulation; Verbal fluency test; Psychology; Neuroscience; Dorsolateral prefrontal cortex; Prefrontal cortex; Fluency; Audiology; Cognitive psychology; Stimulation; Cognition; Medicine; Neuropsychology","score_opus":0.031434561766966934,"score_gpt":0.2924153067978949,"score_spread":0.26098074503092794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153238542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9382015,0.0011055646,0.057804473,0.0002364164,0.0008715474,0.0011183092,0.00009237357,0.00014967109,0.00042018425],"genre_scores_gemma":[0.99913996,0.000066818175,0.00019054922,0.00010536547,0.00027790133,0.00005967003,0.000081976235,0.000043027376,0.00003471729],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99702007,0.0004076196,0.0008257879,0.0005339114,0.0006816101,0.0005309938],"domain_scores_gemma":[0.99810964,0.0010429596,0.00025500875,0.00030311674,0.000082550745,0.00020672311],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043378441,0.00032558962,0.00037994233,0.00026215502,0.00015801704,0.000032417123,0.0001690571,0.00012199952,0.000121655365],"category_scores_gemma":[0.000711086,0.0003498444,0.00013576038,0.0008414055,0.00012771599,0.00077650545,0.000029703015,0.00019499144,0.000017892324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008282019,0.00073154265,0.1995947,0.00006650149,0.0000068686445,0.0000012034101,0.0011953564,0.6804875,0.078733005,0.000698976,0.0003078139,0.037348285],"study_design_scores_gemma":[0.0019018211,0.000062271196,0.62722605,0.000046597735,0.000028045399,3.9129125e-7,0.000006429967,0.36814874,0.00027787403,0.00024194672,0.0018223741,0.00023747188],"about_ca_topic_score_codex":0.000047557653,"about_ca_topic_score_gemma":0.000009123789,"teacher_disagreement_score":0.42763132,"about_ca_system_score_codex":0.00012509548,"about_ca_system_score_gemma":0.000036624682,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W2158610384","doi":"10.1016/j.brs.2012.12.001","title":"Blood Oxygenation Changes Modulated by Coil Orientation During Prefrontal Transcranial Magnetic Stimulation","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Australian Research Council; Canadian Institutes of Health Research; Ontario Mental Health Foundation; Centre for Addiction and Mental Health; Brain and Behavior Research Foundation","keywords":"Transcranial magnetic stimulation; Oxygenation; Blood oxygenation; Orientation (vector space); Electromagnetic coil; Stimulation; Medicine; Neuroscience; Psychology; Anesthesia; Physics; Functional magnetic resonance imaging; Mathematics","score_opus":0.022809306340813323,"score_gpt":0.26109692016562935,"score_spread":0.23828761382481603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158610384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860647,0.00029479736,0.009789276,0.0006861306,0.0007058168,0.0012897028,0.000099512436,0.00047526468,0.00059483387],"genre_scores_gemma":[0.99764824,0.000026728978,0.00063760555,0.00028163908,0.0004304262,0.000100112906,0.00017537177,0.000075441654,0.0006244367],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968547,0.00032103437,0.0005994886,0.0006718053,0.0008855673,0.0006673998],"domain_scores_gemma":[0.9985888,0.00053123804,0.00024444368,0.00029853117,0.0001367563,0.00020021411],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029695683,0.0004106888,0.00031667794,0.00029934492,0.0005390659,0.0001000416,0.0001760876,0.00021400176,0.000470958],"category_scores_gemma":[0.0005276335,0.00044857062,0.00009703708,0.0007586006,0.00012652668,0.00097239134,0.000035438698,0.00018199676,0.00010120676],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031931227,0.00034217993,0.005382903,0.0000454178,0.000013165209,0.0000018712624,0.0023873227,0.01299297,0.9738499,0.00029923578,0.00011131829,0.004254439],"study_design_scores_gemma":[0.007863474,0.0004684931,0.8355385,0.000039069862,0.00018117337,0.000025854932,0.000083223036,0.055817913,0.09852494,0.00025764923,0.0005133677,0.0006863345],"about_ca_topic_score_codex":0.0000542682,"about_ca_topic_score_gemma":0.000023143835,"teacher_disagreement_score":0.8753249,"about_ca_system_score_codex":0.00012851327,"about_ca_system_score_gemma":0.000022632667,"threshold_uncertainty_score":0.9997966},"labels":[],"label_agreement":null},{"id":"W2170259333","doi":"10.1016/j.brs.2015.02.003","title":"Acute Vagal Nerve Stimulation Lowers α2 Adrenoceptor Availability: Possible Mechanism of Therapeutic Action","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Lundbeckfonden; Aarhus Universitetshospital","keywords":"Stimulation; Mechanism (biology); Medicine; Mechanism of action; Neuroscience; Anesthesia; Pharmacology; Internal medicine; Chemistry; Biology","score_opus":0.13783335849844114,"score_gpt":0.3765617122397403,"score_spread":0.23872835374129914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170259333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149301,0.000026642794,0.0803052,0.0008889581,0.00065385713,0.0012321016,0.000051545023,0.00028259354,0.0016289821],"genre_scores_gemma":[0.9967927,0.0000032568728,0.0011292422,0.00026869195,0.00015296714,0.000032122454,0.00006974183,0.000058526064,0.0014927505],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995981,0.0006389302,0.00071282627,0.0007716907,0.0014129747,0.0004826056],"domain_scores_gemma":[0.99720526,0.0009692821,0.00039645584,0.0006439355,0.0005155131,0.00026955415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001091272,0.00030546825,0.00035425177,0.00045792485,0.00021724618,0.00011450893,0.00034917096,0.00023829038,0.0006314259],"category_scores_gemma":[0.0018804903,0.00030661366,0.00015731115,0.0012037811,0.00016854693,0.0009819642,0.00012182836,0.000289332,0.0002481523],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010546282,0.0003394053,0.00707737,0.000058189664,0.000045629287,0.000010686896,0.0009372485,0.19172685,0.7731502,0.010470068,0.0008521073,0.014277606],"study_design_scores_gemma":[0.0032961688,0.00072655507,0.01793084,0.000031237527,0.000058523598,0.000015605468,0.00009655289,0.6807088,0.27979726,0.01660181,0.0003290514,0.00040759874],"about_ca_topic_score_codex":0.00010139267,"about_ca_topic_score_gemma":0.000015190706,"teacher_disagreement_score":0.49335295,"about_ca_system_score_codex":0.0003353387,"about_ca_system_score_gemma":0.00027878242,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W2171732446","doi":"10.1016/j.brs.2015.03.003","title":"Intracortical Microstimulation (ICMS) Activates Motor Cortex Layer 5 Pyramidal Neurons Mainly Transsynaptically","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Neuroscience; AMPA receptor; DNQX; Neurotransmission; Motor cortex; Kainate receptor; Glutamatergic; Infralimbic cortex; Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Microstimulation; Pyramidal cell; Biology; Chemistry; Glutamate receptor; Hippocampus; Receptor; Prefrontal cortex; Stimulation","score_opus":0.06562457536306822,"score_gpt":0.30045063410383605,"score_spread":0.23482605874076784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171732446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801256,0.000004391335,0.016628554,0.0014778137,0.00054414995,0.0004326253,0.00001446473,0.0003356648,0.0004367399],"genre_scores_gemma":[0.9973579,0.0000025648492,0.0005090086,0.0016173703,0.00015918737,0.000015248272,0.0000075751573,0.000042700238,0.0002884393],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997831,0.0001244458,0.00038398302,0.0006276012,0.0005466025,0.00048638906],"domain_scores_gemma":[0.9984895,0.0007765807,0.000078674,0.00027685976,0.00006244588,0.00031592813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021644062,0.00024813923,0.00020678765,0.00016961932,0.00016429012,0.00014993218,0.0002539489,0.00011734551,0.00002622049],"category_scores_gemma":[0.0022576333,0.00023907436,0.00008460892,0.0005034225,0.0001689447,0.00075092213,0.000055289835,0.00028012882,0.00009798259],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013962848,0.00007874791,0.00034636416,0.0000069056337,0.0000014685485,0.000034621567,0.00011401529,0.016170567,0.97973293,0.0019175275,0.00009236079,0.0013648396],"study_design_scores_gemma":[0.0010197815,0.0003346143,0.056147683,0.000014643687,0.000015653344,0.000059459286,0.0000123781,0.6274822,0.3128783,0.0009065241,0.000791532,0.0003372112],"about_ca_topic_score_codex":0.0000064435967,"about_ca_topic_score_gemma":0.0000018825099,"teacher_disagreement_score":0.6668546,"about_ca_system_score_codex":0.00007401048,"about_ca_system_score_gemma":0.00007052467,"threshold_uncertainty_score":0.974917},"labels":[],"label_agreement":null},{"id":"W2250213961","doi":"10.1016/j.brs.2016.01.003","title":"Cortical Damage and Disability in Multiple Sclerosis: Relation to Intracortical Inhibition and Facilitation","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Facilitation; Multiple sclerosis; Neuroscience; Physical medicine and rehabilitation; Psychology; Medicine; Psychiatry","score_opus":0.0824214299631108,"score_gpt":0.3316071350245274,"score_spread":0.24918570506141657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2250213961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780933,0.000021460295,0.009598304,0.011253233,0.000021903881,0.00091441197,0.000016596956,0.00004722408,0.000033522676],"genre_scores_gemma":[0.9974229,0.00002860008,0.002200251,0.00017657991,0.000047176443,0.00006689726,0.000022860757,0.000010433043,0.000024309811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985978,0.00016654796,0.00034837902,0.00037220484,0.0002986197,0.00021643942],"domain_scores_gemma":[0.9979971,0.0015383398,0.000033652683,0.00015341578,0.00009468438,0.0001827726],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006061796,0.00011679842,0.00019637862,0.00011404192,0.00009652993,0.000019296303,0.0000146996945,0.0000925016,0.000027552027],"category_scores_gemma":[0.0085600605,0.0000874579,0.00002144168,0.00019820881,0.0002524861,0.000283693,0.000066578126,0.00011934506,0.00001505485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005157497,0.00011646443,0.68415755,0.00005095941,0.000007341125,0.0000013943957,0.0006511735,0.000061754035,0.24064115,0.0002540842,0.00007237263,0.073470004],"study_design_scores_gemma":[0.0028464985,0.00024586878,0.9774047,0.00026048662,0.000010501528,0.0000015364235,0.00011672957,0.017972734,0.0007555635,0.00024290103,0.000043688116,0.00009876431],"about_ca_topic_score_codex":0.000049110036,"about_ca_topic_score_gemma":0.00014947535,"teacher_disagreement_score":0.29324716,"about_ca_system_score_codex":0.00017644305,"about_ca_system_score_gemma":0.000016031587,"threshold_uncertainty_score":0.99979126},"labels":[],"label_agreement":null},{"id":"W2253225490","doi":"10.1016/j.brs.2015.10.012","title":"Sinus Tachycardia Induced by Methocarbamol and Repetitive Transcranial Magnetic Stimulation (rTMS)","year":2015,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network; University of British Columbia","funders":"University of British Columbia","keywords":"Transcranial magnetic stimulation; Medicine; Anesthesia; Stimulation; Physical medicine and rehabilitation; Neuroscience; Psychology; Internal medicine","score_opus":0.02889944200217249,"score_gpt":0.29617406606110736,"score_spread":0.2672746240589349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253225490","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38853785,0.0046466016,0.03708011,0.53810424,0.0025732121,0.014102042,0.0014654042,0.0011264726,0.012364032],"genre_scores_gemma":[0.7450147,0.000038232985,0.008167516,0.22484605,0.0037534833,0.0002017525,0.010035793,0.000312613,0.0076298025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711186,0.00042688547,0.00048897776,0.0007720468,0.00080708344,0.000393127],"domain_scores_gemma":[0.99843454,0.00046863567,0.00022784343,0.00043104027,0.00025980713,0.00017813627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057174696,0.00052024756,0.00076782494,0.00026571157,0.000106806096,0.000060724215,0.00007054919,0.0011372481,0.00013888927],"category_scores_gemma":[0.00035519776,0.00049515895,0.00017100871,0.00022002457,0.00005597481,0.00014182246,0.000026240326,0.0008372031,0.00004067699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010792622,0.00033567732,0.0010820496,0.0006352731,0.0008137526,0.0024042379,0.0015705449,0.0002771162,0.026363052,0.00008057915,0.8997417,0.065616764],"study_design_scores_gemma":[0.05988653,0.013055185,0.088101536,0.002186129,0.010293285,0.0012045813,0.00019657088,0.073842,0.0017313737,0.01266002,0.7320072,0.0048355614],"about_ca_topic_score_codex":0.00014033272,"about_ca_topic_score_gemma":0.00000337714,"teacher_disagreement_score":0.35647687,"about_ca_system_score_codex":0.0002714107,"about_ca_system_score_gemma":0.00016295053,"threshold_uncertainty_score":0.99975},"labels":[],"label_agreement":null},{"id":"W2255627108","doi":"10.1016/j.brs.2016.02.004","title":"Programming Deep Brain Stimulation for Parkinson's Disease: The Toronto Western Hospital Algorithms","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":236,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"Boston Scientific Corporation","keywords":"Deep brain stimulation; Dyskinesia; Parkinson's disease; Physical medicine and rehabilitation; Disease; Medicine; Stimulation; Gait; Psychology; Physical therapy; Computer science; Neuroscience; Internal medicine","score_opus":0.03829153026862424,"score_gpt":0.3531586070137867,"score_spread":0.31486707674516246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255627108","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010203034,0.9716166,0.017066875,0.0024213872,0.00035770048,0.008074666,0.00011945711,0.00016987632,0.0000713784],"genre_scores_gemma":[0.0059659635,0.97999614,0.001982034,0.0014650435,0.0015228309,0.002889083,0.0032669296,0.0002511578,0.0026608075],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977325,0.00017585648,0.0005701902,0.0007030411,0.00039296754,0.0004254008],"domain_scores_gemma":[0.997389,0.0013953876,0.0004000761,0.00050566014,0.00009926564,0.00021058742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002606335,0.00051247113,0.0009372605,0.00005782431,0.00022504077,0.000081592894,0.00016245205,0.00028067312,0.00007548954],"category_scores_gemma":[0.00059841736,0.00027934622,0.00062035245,0.00012722163,0.00006971913,0.00018473732,0.000060929888,0.0001441381,0.000042156844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010096278,0.00026319953,0.00065641245,0.001582505,0.00016921089,0.000017416005,0.00004556865,0.000015592625,1.0700321e-7,0.00007053908,0.0007635819,0.9963149],"study_design_scores_gemma":[0.0020244452,0.00074246916,0.006711687,0.002269818,0.000995026,0.000003501539,0.000006729882,0.0016733452,3.9871253e-8,0.0005921397,0.9846439,0.00033692506],"about_ca_topic_score_codex":0.00001964018,"about_ca_topic_score_gemma":0.00002923058,"teacher_disagreement_score":0.995978,"about_ca_system_score_codex":0.00024287916,"about_ca_system_score_gemma":0.000109612025,"threshold_uncertainty_score":0.99996585},"labels":[],"label_agreement":null},{"id":"W2258466720","doi":"10.1016/j.brs.2016.02.003","title":"Programming Deep Brain Stimulation for Tremor and Dystonia: The Toronto Western Hospital Algorithms","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"University Health Network","keywords":"Deep brain stimulation; Dystonia; Physical medicine and rehabilitation; Stimulation; Medicine; Computer science; Psychology; Algorithm; Neuroscience; Internal medicine; Parkinson's disease","score_opus":0.038855276103790345,"score_gpt":0.35678376848193877,"score_spread":0.3179284923781484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258466720","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047900077,0.97935534,0.01028385,0.0020878538,0.0002457052,0.00728511,0.000056202887,0.00012150666,0.00008542916],"genre_scores_gemma":[0.006193556,0.9809696,0.0037888847,0.0012500621,0.0012202868,0.0017055792,0.0015397022,0.00024486482,0.0030874358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820805,0.00012649577,0.00050167664,0.0005842692,0.0002523137,0.00032720517],"domain_scores_gemma":[0.99788725,0.0012793752,0.00031658693,0.0003266189,0.00007429656,0.00011585613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024527998,0.00042685072,0.0009203894,0.000053485564,0.00019692033,0.00006883011,0.000093619004,0.0003132353,0.0000332492],"category_scores_gemma":[0.00035976697,0.00022659759,0.00032080652,0.00009332349,0.00007383502,0.0001560605,0.00005090093,0.00012860025,0.000014580159],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004988192,0.00014467828,0.00021796601,0.00121566,0.00014361783,0.000009403239,0.00009447326,0.000003791211,3.9027714e-7,0.000049004153,0.00024460335,0.9978265],"study_design_scores_gemma":[0.0045582317,0.0022302305,0.0057307114,0.0029716585,0.0014339301,0.000030189583,0.000023033812,0.0029798397,2.1557454e-7,0.00067729614,0.9788797,0.00048498728],"about_ca_topic_score_codex":0.000026022119,"about_ca_topic_score_gemma":0.000046632962,"teacher_disagreement_score":0.9973415,"about_ca_system_score_codex":0.00016189,"about_ca_system_score_gemma":0.000055838835,"threshold_uncertainty_score":0.9240382},"labels":[],"label_agreement":null},{"id":"W2296329419","doi":"10.1016/j.brs.2016.03.006","title":"Acute Continuation and Maintenance Treatment of Major Depressive Episodes With Transcranial Magnetic Stimulation","year":2016,"lang":"en","type":"editorial","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Psychopharmacology; Transcranial magnetic stimulation; Medicine; Pediatrics; Psychiatry; Depressive symptoms; Internal medicine; Psychology; Stimulation; Anxiety","score_opus":0.008188035566803975,"score_gpt":0.2813250248832299,"score_spread":0.27313698931642594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296329419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.631306,0.0062051476,0.08392185,0.003987278,0.25269544,0.016734632,0.003097368,0.0007678059,0.0012844858],"genre_scores_gemma":[0.8554852,0.00050619466,0.004541419,0.000023166613,0.13080022,0.00017546245,0.0030145936,0.00017689093,0.0052768774],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974104,0.00012528994,0.0005817873,0.00070276036,0.0008792304,0.0003004958],"domain_scores_gemma":[0.99704283,0.0013128408,0.00056363014,0.0004444243,0.00049864966,0.000137627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012202696,0.0005256146,0.00087280996,0.00027198173,0.00009606775,0.000031722066,0.000069071975,0.00065094186,0.00008537466],"category_scores_gemma":[0.00028285684,0.00034292872,0.0001364138,0.00013444264,0.00016647937,0.00021993693,0.000016620561,0.0001436795,0.000008744893],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0531033,0.0034467878,0.048761226,0.001795467,0.003688815,0.00058067247,0.0038648427,0.0025377653,0.08232246,0.00017895423,0.31771556,0.48200417],"study_design_scores_gemma":[0.3085493,0.05540093,0.40415353,0.013925773,0.022738816,0.00019462318,0.0001362101,0.02906401,0.013877645,0.001747667,0.14675702,0.0034544435],"about_ca_topic_score_codex":0.00008586956,"about_ca_topic_score_gemma":0.00004733938,"teacher_disagreement_score":0.47854972,"about_ca_system_score_codex":0.00029695823,"about_ca_system_score_gemma":0.00019995235,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W2318184095","doi":"10.1016/j.brs.2016.02.010","title":"Assessment of Effective Connectivity and Plasticity With Dual-Coil Transcranial Magnetic Stimulation","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research; Fondation du Grand défi Pierre Lavoie; FRAXA Research Foundation","keywords":"Transcranial magnetic stimulation; Dual (grammatical number); Neuroscience; Stimulation; Neuroplasticity; Deep transcranial magnetic stimulation; Electromagnetic coil; Plasticity; Medicine; Psychology; Materials science; Physics","score_opus":0.03800476150234414,"score_gpt":0.3404501433703804,"score_spread":0.3024453818680362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318184095","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050632223,0.7676674,0.15915777,0.0002249131,0.0008488229,0.016578557,0.0013111931,0.00063084636,0.0029482872],"genre_scores_gemma":[0.74569523,0.25266892,0.0008775851,0.00003776668,0.00018611547,0.00029734572,0.000023529201,0.00011388674,0.0000996172],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99580175,0.000991613,0.0009266128,0.0011038742,0.00078350527,0.00039267255],"domain_scores_gemma":[0.9867045,0.012008934,0.00066489464,0.00032439473,0.00017053468,0.0001267205],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037986672,0.00071774056,0.0018224374,0.00041544606,0.0002480141,0.00006024976,0.00014993285,0.0003318753,0.00013544885],"category_scores_gemma":[0.0010462549,0.00052197365,0.00024132777,0.00064843835,0.000499247,0.00027617574,0.000059497055,0.0003195235,0.000013417571],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002649117,0.00023967084,0.00033133704,0.005842307,0.00007882381,0.000016153113,0.00021323696,0.0023994867,0.0060382923,0.0024042823,0.000011781379,0.98215973],"study_design_scores_gemma":[0.027001502,0.010765298,0.78998953,0.034737077,0.005634266,0.00029790174,0.000028688397,0.039762706,0.0002879026,0.0022494274,0.08457588,0.00466985],"about_ca_topic_score_codex":0.000021677653,"about_ca_topic_score_gemma":0.00001471546,"teacher_disagreement_score":0.9774899,"about_ca_system_score_codex":0.00015500425,"about_ca_system_score_gemma":0.00019421622,"threshold_uncertainty_score":0.9997232},"labels":[],"label_agreement":null},{"id":"W2319427838","doi":"10.1016/j.brs.2015.01.184","title":"Synergistic effects of noisy galvanic vestibular stimulation and oral L-dopa in improving manual tracking performance in Parkinson’s disease","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Galvanic vestibular stimulation; Parkinson's disease; Deep brain stimulation; Levodopa; Stimulation; Medicine; Neuroscience; Vestibular system; Physical medicine and rehabilitation; Disease; Psychology; Internal medicine","score_opus":0.02187286904809029,"score_gpt":0.2721075631934358,"score_spread":0.25023469414534555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319427838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944628,0.000112753114,0.0046072183,0.00006547227,0.00020379203,0.00047950083,0.000003845012,0.000037808324,0.000026815846],"genre_scores_gemma":[0.9995655,0.000005893976,0.0002212235,0.00008278382,0.000054385175,0.000017725957,0.000012772452,0.000021324453,0.000018424495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984564,0.00022590264,0.00034830894,0.00039436395,0.00032063003,0.0002543756],"domain_scores_gemma":[0.99901,0.0005111663,0.00014667696,0.00016973611,0.000035293026,0.00012712125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038405374,0.00016921185,0.0002066669,0.0002521371,0.000055796943,0.000037584614,0.00010115031,0.00005446168,0.0000027161243],"category_scores_gemma":[0.0033467852,0.00018205764,0.000019425454,0.0003662083,0.00008521574,0.00055883575,0.000044807875,0.00014202876,0.0000052312316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017557827,0.00010530721,0.27039984,0.00021521136,0.0000010566048,0.00004233882,0.00039917094,0.66770124,0.050241735,0.000077511104,0.000011497603,0.010629488],"study_design_scores_gemma":[0.0013445854,0.00011767994,0.49605697,0.00011926462,0.000008479647,0.0000011085513,0.000013902648,0.4992066,0.0027128495,0.00024493362,0.000039911047,0.00013370249],"about_ca_topic_score_codex":0.000050895975,"about_ca_topic_score_gemma":0.000035101424,"teacher_disagreement_score":0.22565715,"about_ca_system_score_codex":0.00009530589,"about_ca_system_score_gemma":0.000082678365,"threshold_uncertainty_score":0.7424095},"labels":[],"label_agreement":null},{"id":"W2331551178","doi":"10.1016/j.brs.2015.01.265","title":"Resting-state functional connectivity to subgenual cingulate cortex differentially predicts treatment response for 10 Hz versus intermittent theta-burst rTMS in major depression","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University of British Columbia; Canada Research Chairs; University Health Network","funders":"","keywords":"Functional connectivity; Anterior cingulate cortex; Neuroscience; Major depressive disorder; Psychology; Dorsolateral prefrontal cortex; Depression (economics); Resting state fMRI; Prefrontal cortex; Transcranial magnetic stimulation; Audiology; Medicine; Cognition; Stimulation","score_opus":0.10387308314352649,"score_gpt":0.3256501671320812,"score_spread":0.22177708398855472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331551178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848204,0.000018404588,0.0085598165,0.0028810452,0.0015558674,0.001658964,0.0001421074,0.0001790086,0.00018435616],"genre_scores_gemma":[0.9965585,8.597339e-7,0.0002106079,0.00042761845,0.00021286793,0.00034227793,0.00004853509,0.000045878096,0.0021528408],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99689597,0.0006285093,0.00043949223,0.0009874114,0.0005940416,0.00045455276],"domain_scores_gemma":[0.98434955,0.014638097,0.00019943193,0.00036713583,0.0002283478,0.000217466],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00098705,0.0003482665,0.0003605246,0.00034749086,0.00030432938,0.00008807603,0.00015186946,0.00010261825,0.000032898508],"category_scores_gemma":[0.03212339,0.0003158236,0.00012705082,0.0003957863,0.00009115591,0.00030824682,0.00016612334,0.00012705577,0.000054281772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2367898,0.0016835044,0.039898206,0.000057998503,0.00017059805,0.00009406778,0.0058802306,0.2589934,0.41830236,0.00039916812,0.010273065,0.027457621],"study_design_scores_gemma":[0.013980791,0.0032615648,0.89659864,0.00008451178,0.00005162823,0.000014301428,0.00012484186,0.06753877,0.013755447,0.0011848604,0.0029395816,0.00046504784],"about_ca_topic_score_codex":0.000099594086,"about_ca_topic_score_gemma":0.00080029905,"teacher_disagreement_score":0.8567004,"about_ca_system_score_codex":0.0007948916,"about_ca_system_score_gemma":0.00020438022,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W2334442666","doi":"10.1016/j.brs.2015.01.218","title":"Directional DBS improves therapeutic window: from model prediction to human use","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Therapeutic window; Stimulation; Deep brain stimulation; Physical medicine and rehabilitation; Neuroscience; Brain stimulation; Window (computing); Medicine; Computer science; Psychology; Pharmacology; Internal medicine","score_opus":0.09525552759781279,"score_gpt":0.32753019622363966,"score_spread":0.23227466862582685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334442666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98822254,0.000030633946,0.008972189,0.0012694921,0.00009859335,0.0004424877,0.000033110726,0.000119424294,0.00081150164],"genre_scores_gemma":[0.994594,8.801779e-7,0.0010093468,0.0029032645,0.000105151026,0.000027876726,0.00025049158,0.000014234666,0.0010947814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992678,0.000029891045,0.00014046485,0.00023233506,0.0002182257,0.000111270616],"domain_scores_gemma":[0.999548,0.00007218348,0.00003321892,0.00013795699,0.00007366026,0.00013497658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053875865,0.00009936255,0.00011948911,0.00005699332,0.0000675346,0.00002394739,0.000024562318,0.000068785776,0.000026952535],"category_scores_gemma":[0.00010496921,0.000080146376,0.000042478718,0.00008955456,0.000016341672,0.00013508098,0.000016049251,0.000065859844,0.000034706518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025683073,0.0017168047,0.48472783,0.0000132926525,0.00030140544,0.00002441148,0.0010814116,0.1813766,0.27403286,0.0010365852,0.009351425,0.043769047],"study_design_scores_gemma":[0.002562628,0.0006695966,0.8230426,0.000009835653,0.0000668217,8.7104326e-7,0.000009973531,0.15828015,0.00033516108,0.0143946195,0.000547647,0.000080142556],"about_ca_topic_score_codex":0.0001247743,"about_ca_topic_score_gemma":0.00001194642,"teacher_disagreement_score":0.3383147,"about_ca_system_score_codex":0.00005426965,"about_ca_system_score_gemma":0.000025008318,"threshold_uncertainty_score":0.32682744},"labels":[],"label_agreement":null},{"id":"W2334449450","doi":"10.1016/j.brs.2015.01.178","title":"The effects of aging on cortical excitability and inhibition assessed by transcranial magnetic stimulation: a systematic review","year":2015,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Neuroscience; Motor cortex; Transcranial direct-current stimulation; Human brain; Psychology; Brain stimulation; Transcranial alternating current stimulation; Cortical neurons; Stimulation; Inhibitory postsynaptic potential; Neuroplasticity; Neurophysiology","score_opus":0.04711999303502491,"score_gpt":0.3453784878251089,"score_spread":0.298258494790084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334449450","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046287267,0.98870057,0.0011639394,0.0002351191,0.00032112823,0.008820309,0.00006980432,0.00011799934,0.00010825367],"genre_scores_gemma":[0.03777159,0.96108615,0.000050992792,0.00025836437,0.0000822972,0.00053258013,0.00004768302,0.000074379015,0.00009593185],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929972,0.002802133,0.0018876939,0.0008290367,0.0011184902,0.00036541023],"domain_scores_gemma":[0.9763774,0.02180535,0.00080395653,0.00065014616,0.00021558866,0.00014752102],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015042764,0.0006341713,0.0024350823,0.00015260927,0.00038478783,0.00010747204,0.00024428812,0.00025475453,0.000018423276],"category_scores_gemma":[0.011320805,0.00044191297,0.00035231037,0.0007889993,0.0003877611,0.0001688304,0.00005243385,0.0004298073,0.000022234142],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046324116,0.00018426629,0.0000032244445,0.93327475,0.00003753648,0.000007532684,0.00016299958,0.000051481886,0.00062279426,0.0006195286,0.00032349885,0.06466608],"study_design_scores_gemma":[0.0052726744,0.0026201596,0.0009070593,0.94521433,0.008858711,0.00006682412,0.000021982825,0.005016204,0.000040933704,0.0012780591,0.028947584,0.0017554855],"about_ca_topic_score_codex":0.00000588129,"about_ca_topic_score_gemma":0.0000023393538,"teacher_disagreement_score":0.062910594,"about_ca_system_score_codex":0.00014132213,"about_ca_system_score_gemma":0.00013183538,"threshold_uncertainty_score":0.99980325},"labels":[],"label_agreement":null},{"id":"W2344778309","doi":"10.1016/j.brs.2016.04.017","title":"Low-frequency Subthalamic Stimulation in Parkinson's Disease: Long-term Outcome and Predictors","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Deep brain stimulation; Subthalamic nucleus; Parkinson's disease; Stimulation; Physical medicine and rehabilitation; Gait; Balance (ability); Medicine; Postural instability; Audiology; Physical therapy; Psychology; Cardiology; Disease; Internal medicine","score_opus":0.022884774802835895,"score_gpt":0.2926757080462265,"score_spread":0.2697909332433906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344778309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957308,0.00015125326,0.0009568724,0.0022727791,0.00006968341,0.00063003023,0.00001573709,0.00007308378,0.000099728466],"genre_scores_gemma":[0.99901336,0.000033817687,0.00006965762,0.00043250376,0.000041605854,0.000025542779,0.00007313486,0.000017934946,0.00029245563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989474,0.00005692778,0.00026752296,0.00033522994,0.00019539167,0.00019755999],"domain_scores_gemma":[0.9993482,0.00022219736,0.00007074321,0.0001883711,0.000030764393,0.00013972058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000090731366,0.0001523822,0.00019498724,0.00012492642,0.000041523508,0.000013018915,0.000034230252,0.00008077648,0.00012021422],"category_scores_gemma":[0.00030774588,0.00010037143,0.00004725027,0.00012620733,0.00005732769,0.00016487674,0.000022412269,0.000060951177,0.000022050333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024880152,0.000207712,0.98672,0.000043775068,0.000012042001,0.000091556714,0.000018818211,0.000081400365,0.0013320907,0.000111189474,0.000021986798,0.011110579],"study_design_scores_gemma":[0.0041118423,0.00020502172,0.9925095,0.00010093261,0.00004114791,0.000002127908,8.526832e-7,0.0010043947,0.00002120592,0.0018808976,0.000017194383,0.00010490079],"about_ca_topic_score_codex":0.000007683157,"about_ca_topic_score_gemma":0.000013571537,"teacher_disagreement_score":0.011005677,"about_ca_system_score_codex":0.000066704175,"about_ca_system_score_gemma":0.000021370763,"threshold_uncertainty_score":0.4093028},"labels":[],"label_agreement":null},{"id":"W2360156994","doi":"10.1016/j.brs.2016.05.003","title":"Transcranial Direct Current Stimulation Effects on Semantic Processing in Healthy Individuals","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Transcranial direct-current stimulation; Semantic memory; Psychology; Neuroscience; Functional magnetic resonance imaging; Posterior parietal cortex; Functional neuroimaging; Cognition; Neuroimaging; Cognitive psychology; Transcranial magnetic stimulation; Brain stimulation; Stimulation","score_opus":0.0874624211266438,"score_gpt":0.3926117258409476,"score_spread":0.3051493047143038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360156994","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013092733,0.9855969,0.0036590172,0.00039899466,0.0014269174,0.006256866,0.00014537209,0.0004654423,0.00074120134],"genre_scores_gemma":[0.19268267,0.80518645,0.00013747277,0.0003009773,0.0008290674,0.0004957253,0.00008010263,0.0002064486,0.00008107849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99345064,0.0014893159,0.001605859,0.0015576549,0.0011238536,0.00077265594],"domain_scores_gemma":[0.99203473,0.006482508,0.00075272506,0.00048743867,0.00007563164,0.00016697335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007092342,0.0009592291,0.002066315,0.0012170352,0.0003456835,0.00014511275,0.00039630142,0.0004388623,0.00006111673],"category_scores_gemma":[0.0021026765,0.00077361194,0.00042659,0.0015074699,0.0001275301,0.0003654234,0.000053507163,0.00060945534,0.00029717953],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015191994,0.00019855639,0.0000646863,0.0096055735,0.000008882815,0.000010655132,0.00032071234,0.0011092554,0.00010358105,0.00016389265,0.00006130595,0.98820096],"study_design_scores_gemma":[0.012133438,0.001869188,0.014234307,0.090881616,0.00077823957,0.000021443399,0.0000047852627,0.0074257543,0.000032382803,0.0013405344,0.86842966,0.0028486552],"about_ca_topic_score_codex":0.000008450869,"about_ca_topic_score_gemma":0.000007911816,"teacher_disagreement_score":0.98535234,"about_ca_system_score_codex":0.00039374898,"about_ca_system_score_gemma":0.00030539994,"threshold_uncertainty_score":0.9994715},"labels":[],"label_agreement":null},{"id":"W2402721152","doi":"10.1016/j.brs.2016.05.006","title":"Dual Effects of Limbic Seizures on Psychosis-Relevant Behaviors Shown by Nucleus Accumbens Kindling in Rats","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Kindling; Nucleus accumbens; Prepulse inhibition; Psychosis; Psychology; Hippocampal formation; Epilepsy; Neuroscience; Methamphetamine; Pentylenetetrazol; Startle response; Schizophrenia (object-oriented programming); Anesthesia; Medicine; Central nervous system; Psychiatry; Anticonvulsant","score_opus":0.04170138572905546,"score_gpt":0.36714903406256905,"score_spread":0.3254476483335136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402721152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977005,0.000008475157,0.00006434421,0.0010385755,0.0004659369,0.00057392404,0.00001875315,0.00005468865,0.00007477767],"genre_scores_gemma":[0.9983903,0.00003903586,0.000009475018,0.0010978865,0.000043393105,0.00003471923,7.0886e-7,0.00002559753,0.00035886792],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99771464,0.00041860872,0.00030637014,0.00060907553,0.0005238373,0.0004274929],"domain_scores_gemma":[0.9966213,0.0028767444,0.000118783675,0.0002503554,0.000030103327,0.000102728845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027665618,0.00016845285,0.0001935929,0.00029880044,0.000121644385,0.0000289041,0.0002622398,0.00009177334,0.000046326335],"category_scores_gemma":[0.0016725675,0.00012789964,0.000057169826,0.00053480733,0.00020518599,0.0002749874,0.00007286282,0.00020852529,0.00006200578],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016389799,0.00030384638,0.0028905259,0.000015697733,8.75738e-7,0.00009351608,0.00011371477,0.00024475588,0.9886247,0.00006166079,0.0013116265,0.00617522],"study_design_scores_gemma":[0.0014069689,0.0006457319,0.024778325,0.00008607593,0.000005756854,0.000008056202,0.0000035729518,0.0011445932,0.97142,0.00009935914,0.00025785735,0.0001437392],"about_ca_topic_score_codex":0.000008877811,"about_ca_topic_score_gemma":0.000004406391,"teacher_disagreement_score":0.021887798,"about_ca_system_score_codex":0.0000466303,"about_ca_system_score_gemma":0.00003500262,"threshold_uncertainty_score":0.5215596},"labels":[],"label_agreement":null},{"id":"W2407226921","doi":"10.1016/j.brs.2016.05.010","title":"Validation of a 25% Nasion–Inion Heuristic for Locating the Dorsomedial Prefrontal Cortex for Repetitive Transcranial Magnetic Stimulation","year":2016,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Electroconvulsive therapy; Dorsolateral prefrontal cortex; Neuronavigation; Randomized controlled trial; Neuroscience; Medicine; Psychology; Prefrontal cortex; Psychiatry; Stimulation; Magnetic resonance imaging; Internal medicine; Cognition; Radiology","score_opus":0.042829710544446876,"score_gpt":0.29638820615065137,"score_spread":0.25355849560620447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407226921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06719372,0.00020267026,0.68964463,0.21390663,0.004579629,0.019436069,0.0041100425,0.0004431665,0.00048342766],"genre_scores_gemma":[0.96684813,0.000016801801,0.0022677965,0.021535892,0.0059462227,0.001166246,0.000948188,0.00019130806,0.0010793864],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950924,0.00051638955,0.0014399288,0.0012193763,0.0010675516,0.0006643911],"domain_scores_gemma":[0.98271257,0.014972015,0.0010389154,0.00058112456,0.0006301166,0.00006525691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073339057,0.0006461446,0.0007657925,0.0003550316,0.00062028633,0.000099302444,0.00045932713,0.00068794546,0.00012810042],"category_scores_gemma":[0.0047641885,0.00050318375,0.0004625139,0.00039927103,0.00045015168,0.00031021147,0.000048170827,0.00045482704,0.000017126911],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058486178,0.00033545957,0.00026173797,0.0026013525,0.00015278277,0.00001583549,0.006987208,0.023456099,0.7937738,0.0021724077,0.10783609,0.056558628],"study_design_scores_gemma":[0.06081083,0.013799132,0.11188372,0.0035331359,0.0035361417,0.00008536012,0.00036069687,0.46123353,0.02968707,0.043115076,0.26614133,0.0058140047],"about_ca_topic_score_codex":0.000026611795,"about_ca_topic_score_gemma":0.000008306738,"teacher_disagreement_score":0.89965445,"about_ca_system_score_codex":0.00017596014,"about_ca_system_score_gemma":0.0001766321,"threshold_uncertainty_score":0.999742},"labels":[],"label_agreement":null},{"id":"W2412192067","doi":"10.1016/j.brs.2016.05.012","title":"Psychophysical and rTMS Evidence for the Presence of Motion Opponency in Human V5","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Brain Mapping Medical Research Organization; Capital Group Companies Charitable Foundation; National Center for Research Resources; Pierson-Lovelace Foundation; Brain Mapping Support Foundation; Natural Sciences and Engineering Research Council of Canada; Ahmanson Foundation; McGill University; National Institutes of Health; National Science Foundation","keywords":"Stimulus (psychology); Neuroscience; Psychology; Macaque; Motion perception; Perception; Audiology; Cognitive psychology; Medicine","score_opus":0.2053706658735562,"score_gpt":0.43093606730704925,"score_spread":0.22556540143349305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412192067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8587748,0.000013274062,0.13866284,0.0020830259,0.00007783239,0.00032421103,0.0000030842089,0.000019220337,0.00004171978],"genre_scores_gemma":[0.999349,0.000012091661,0.000179998,0.00017878225,0.00004539151,0.000022740696,4.3592038e-7,0.0000054952175,0.00020607137],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999343,0.00008323843,0.0001463891,0.0001988325,0.00014118268,0.00008735443],"domain_scores_gemma":[0.9983629,0.0014068797,0.00006956458,0.00011246259,0.000027760008,0.000020418001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002909261,0.000053420776,0.00006308931,0.000042534582,0.000096635544,0.00001873149,0.000091352675,0.00003304825,0.000025511943],"category_scores_gemma":[0.0013631205,0.000032771313,0.00001958448,0.0001198276,0.00007865251,0.00028296464,0.000018032302,0.000031101412,0.000003449269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050460847,0.000025776584,0.00036607223,0.000017066053,2.6183946e-7,7.4479594e-8,0.00025620722,0.00016579809,0.9398318,0.00635522,0.00004660753,0.052884635],"study_design_scores_gemma":[0.0029689134,0.00071109785,0.3370599,0.0008211517,0.000015584692,0.0000044099943,0.00007227525,0.20819846,0.3020388,0.14753473,0.0002460155,0.00032868935],"about_ca_topic_score_codex":0.0000065101835,"about_ca_topic_score_gemma":0.0000032389949,"teacher_disagreement_score":0.63779306,"about_ca_system_score_codex":0.000011173931,"about_ca_system_score_gemma":0.000008414577,"threshold_uncertainty_score":0.1631881},"labels":[],"label_agreement":null},{"id":"W2425755063","doi":"10.1016/j.brs.2016.06.004","title":"Safety of Transcranial Direct Current Stimulation: Evidence Based Update 2016","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1391,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institute of Mental Health; National Institute on Aging; National Institutes of Health; Evelyn F. McKnight Brain Research Foundation; U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Transcranial direct-current stimulation; Physical medicine and rehabilitation; Current (fluid); Medicine; Stimulation; Neuroscience; Psychology; Engineering; Electrical engineering","score_opus":0.13310297866478077,"score_gpt":0.382738404202052,"score_spread":0.24963542553727125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425755063","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018889119,0.9466866,0.046997722,0.00042396024,0.0013131498,0.0029500776,0.0007020979,0.00029112137,0.0006163676],"genre_scores_gemma":[0.012286,0.9859726,0.000517613,0.00012173968,0.0005244919,0.00013928454,0.000070677044,0.00013327289,0.00023436686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99328536,0.0013586375,0.002178227,0.0013777149,0.0012283439,0.00057174696],"domain_scores_gemma":[0.98542607,0.012041016,0.0011774404,0.00090786815,0.00027010505,0.00017748287],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008352959,0.0009087927,0.0022587453,0.0006231944,0.00030046245,0.00006633724,0.00066924293,0.00037856086,0.0009518927],"category_scores_gemma":[0.0034588105,0.00070267066,0.0009260251,0.00120847,0.0003796111,0.00059277297,0.000080353304,0.00035705228,0.00040461743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030838314,0.00012536907,0.000012187532,0.004570195,0.00003099754,0.000004326797,0.00005300083,0.0031220873,0.0005661144,0.0005573565,0.0004874896,0.9901625],"study_design_scores_gemma":[0.0025397106,0.00021984585,0.0006782969,0.037374105,0.0006629011,0.0000049573905,7.4292757e-7,0.0043305447,0.000053170326,0.00022156801,0.9529801,0.000934043],"about_ca_topic_score_codex":0.000008043357,"about_ca_topic_score_gemma":0.0000022092975,"teacher_disagreement_score":0.9892284,"about_ca_system_score_codex":0.00022045727,"about_ca_system_score_gemma":0.0005857253,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W2434120601","doi":"10.1016/j.brs.2016.06.003","title":"Effects of High Frequency Repeated Transcranial Magnetic Stimulation and Continuous Theta Burst Stimulation on Gambling Reinforcement, Delay Discounting, and Stroop Interference in Men with Pathological Gambling","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Ontario Problem Gambling Research Centre","keywords":"Stroop effect; CTBS; Transcranial magnetic stimulation; Psychology; Impulsivity; Repeated measures design; Delay discounting; Prefrontal cortex; Audiology; Stimulation; Neuroscience; Cognition; Developmental psychology; Medicine; Primary motor cortex","score_opus":0.03798036041859716,"score_gpt":0.3240953749419537,"score_spread":0.2861150145233565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2434120601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98092586,0.000093755516,0.017298687,0.00009044416,0.00008883974,0.0010676709,0.000013304428,0.0000688667,0.00035259852],"genre_scores_gemma":[0.9991353,0.000010729866,0.00045333075,0.000019918825,0.00003552392,0.000055287073,0.00006211822,0.000032158343,0.00019558982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980519,0.00022868506,0.00055452995,0.0005869441,0.0002602303,0.0003177313],"domain_scores_gemma":[0.9985288,0.00076867716,0.00027924735,0.00024678028,0.00010276825,0.00007374834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003559606,0.0002992237,0.0003794364,0.00031503537,0.00009026593,0.000046911933,0.00007972061,0.00019391855,0.00007196813],"category_scores_gemma":[0.0001506702,0.0002081762,0.00003745855,0.0002293331,0.00012913586,0.0002582494,0.000023420058,0.00014258071,0.0000044005656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003738651,0.000530958,0.8701278,0.00008895416,0.000073203046,0.00012196583,0.0028746687,0.008933451,0.06084841,0.0025300256,0.0000053325475,0.05012657],"study_design_scores_gemma":[0.010910284,0.0027211613,0.9780758,0.0004807436,0.00014213216,0.00001540077,0.0000654945,0.005954049,0.0006717777,0.00070366217,8.80983e-7,0.0002586368],"about_ca_topic_score_codex":0.00034352482,"about_ca_topic_score_gemma":0.00004623002,"teacher_disagreement_score":0.10794797,"about_ca_system_score_codex":0.00006850022,"about_ca_system_score_gemma":0.000015548832,"threshold_uncertainty_score":0.84891796},"labels":[],"label_agreement":null},{"id":"W2485546734","doi":"10.1016/j.brs.2016.07.010","title":"Closed-Loop Interruption of Hippocampal Ripples through Fornix Stimulation in the Non-Human Primate","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network; Toronto Western Hospital; Krembil Foundation; York University","funders":"","keywords":"Fornix; Hippocampal formation; Neuroscience; Hippocampus; Stimulation; Memory consolidation; Macaque; Subiculum; Neuromodulation; Bursting; Psychology; Dentate gyrus","score_opus":0.1407470074194994,"score_gpt":0.4052425907153288,"score_spread":0.26449558329582945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485546734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97617006,0.0000038354174,0.021541098,0.00079053687,0.00017839104,0.00064248114,0.000014049098,0.000046192406,0.00061333977],"genre_scores_gemma":[0.9989379,0.00000430722,0.00024306058,0.00049652613,0.00008177489,0.000026751903,0.00001174566,0.000015971078,0.00018193093],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983369,0.00032336707,0.00043076137,0.00033884094,0.00035045526,0.00021968834],"domain_scores_gemma":[0.9984887,0.0009191207,0.00024444505,0.0002872088,0.000035455014,0.000025046538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000489764,0.00015361216,0.00016786708,0.00010767344,0.000137483,0.000028719754,0.00024667566,0.000088347544,0.00011691434],"category_scores_gemma":[0.00058348355,0.00009466572,0.00006520231,0.0002830079,0.00008130207,0.0005652656,0.000044785014,0.000094861105,0.000043186927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010832018,0.0000755505,0.0008984093,0.000022356624,0.0000013795017,0.0000029837743,0.0009607072,0.0012666724,0.9809355,0.0068324427,0.00007544772,0.008820198],"study_design_scores_gemma":[0.0015925491,0.00033298184,0.04224005,0.000140647,0.000010225291,0.0000063839657,0.00006632995,0.013071404,0.90448076,0.03778772,0.00008896044,0.00018196765],"about_ca_topic_score_codex":0.00000979447,"about_ca_topic_score_gemma":0.000018018563,"teacher_disagreement_score":0.07645475,"about_ca_system_score_codex":0.000045031087,"about_ca_system_score_gemma":0.000015166064,"threshold_uncertainty_score":0.3860356},"labels":[],"label_agreement":null},{"id":"W2507241482","doi":"10.1016/j.brs.2016.08.007","title":"Modulation of the Direction and Magnitude of Hebbian Plasticity in Human Motor Cortex by Stimulus Intensity and Concurrent Inhibition","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Neuroscience; Transcranial magnetic stimulation; Hebbian theory; Psychology; Stimulus (psychology); Neuroplasticity; Interstimulus interval; Stimulation; Long-term potentiation; Motor cortex; Facilitation; Somatosensory system; Chemistry; Artificial neural network","score_opus":0.0242369810333513,"score_gpt":0.26845777502695134,"score_spread":0.24422079399360003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507241482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389154,0.000020149853,0.0049596117,0.00037924983,0.000106843814,0.00050738646,0.00005996097,0.000024186065,0.00005108057],"genre_scores_gemma":[0.99982417,0.000010588869,0.00004504147,0.000045571964,0.000016090557,0.00000813364,0.000002355718,0.000008652013,0.000039414484],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99883497,0.00013870945,0.00038647628,0.00028036,0.0002464778,0.000113006834],"domain_scores_gemma":[0.99887496,0.00068233005,0.00021458133,0.00009584191,0.00010047721,0.00003179956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013122646,0.00011961108,0.0002014104,0.000104527375,0.00010141389,0.000009932377,0.00004062042,0.00006145777,0.000013096364],"category_scores_gemma":[0.000952398,0.00008614088,0.000028066077,0.00020690089,0.0003171543,0.00017398632,0.00005212177,0.000059612838,4.5490816e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094113,0.000059058733,0.039511293,0.000028446213,0.000002108899,1.8116114e-7,0.00024130523,0.0003562802,0.95315385,0.0003948449,0.000020362377,0.0061381604],"study_design_scores_gemma":[0.0018438379,0.00015891812,0.9237581,0.00011195891,0.000012699774,0.0000018055383,0.000013201926,0.019064594,0.054200612,0.00073218974,0.000013786844,0.00008829443],"about_ca_topic_score_codex":0.00009318494,"about_ca_topic_score_gemma":0.00006548861,"teacher_disagreement_score":0.89895326,"about_ca_system_score_codex":0.00003824752,"about_ca_system_score_gemma":0.000009281494,"threshold_uncertainty_score":0.3512723},"labels":[],"label_agreement":null},{"id":"W2518914295","doi":"10.1016/j.brs.2015.07.016","title":"Neuroplasticity possibly induced by a series of prefrontal rTMS for major depression","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuroplasticity; Depression (economics); Prefrontal cortex; Neuroscience; Psychology; Plasticity; Physics; Cognition","score_opus":0.07052000151078805,"score_gpt":0.3049354184194716,"score_spread":0.23441541690868353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518914295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477969,0.000031372725,0.049956147,0.00035171842,0.00031959574,0.0007864568,0.00011248715,0.00010698877,0.0005383611],"genre_scores_gemma":[0.99791205,8.2586297e-7,0.0015394575,0.00016346031,0.000063491905,0.000043359083,0.000013291113,0.000024202958,0.00023983352],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99861276,0.00011402988,0.0003479333,0.00035600475,0.00036987403,0.00019938961],"domain_scores_gemma":[0.9985685,0.00086848345,0.00015476314,0.00016968981,0.00014497347,0.000093591356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014724673,0.0001596865,0.00021320836,0.00008431165,0.000121938785,0.000029333403,0.00012609913,0.00007767222,0.00001620354],"category_scores_gemma":[0.0027955745,0.00014911112,0.000055069893,0.00023171151,0.00008836391,0.00031869265,0.000045549798,0.00006605482,0.000008419861],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095999014,0.00009157699,0.002391771,0.000026484222,0.0000039924407,6.727459e-7,0.00058440247,0.0032811437,0.98934007,0.00035910064,0.0010058322,0.001954972],"study_design_scores_gemma":[0.014692669,0.002780938,0.5090815,0.000091565875,0.00010291436,0.000019004716,0.0001705648,0.08269152,0.38116688,0.0055834386,0.0028801619,0.0007388546],"about_ca_topic_score_codex":0.000030008461,"about_ca_topic_score_gemma":0.000009792923,"teacher_disagreement_score":0.6081732,"about_ca_system_score_codex":0.00002774034,"about_ca_system_score_gemma":0.000044605214,"threshold_uncertainty_score":0.6080575},"labels":[],"label_agreement":null},{"id":"W2529229797","doi":"10.1016/j.brs.2016.07.009","title":"Deep Brain Stimulation in Rare Inherited Dystonias","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Dystonia; Deep brain stimulation; Medicine; Pediatrics; Ataxia; Parkinsonism; Chorea; Movement disorders; Surgery; Disease; Internal medicine; Parkinson's disease; Psychiatry","score_opus":0.028484006304995795,"score_gpt":0.30060695789259323,"score_spread":0.2721229515875974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529229797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97979766,0.00007629887,0.00708846,0.011363494,0.00006466835,0.0006381547,0.000004894652,0.00010490879,0.0008614822],"genre_scores_gemma":[0.9958201,0.0000055544474,0.00047697718,0.0026763775,0.000048998216,0.000025178824,0.000079650956,0.00002138953,0.0008457625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888283,0.00009487282,0.00027622198,0.00031436284,0.00021252481,0.0002191779],"domain_scores_gemma":[0.9991339,0.00045757866,0.000071917726,0.00020276214,0.000048455662,0.00008541927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240181,0.00015057123,0.0002117382,0.00015326048,0.000048103422,0.000011679361,0.000041085874,0.0001316434,0.00035922768],"category_scores_gemma":[0.00063595443,0.000100523925,0.00005918083,0.00027855395,0.000035739457,0.00014638304,0.000022390648,0.000076464275,0.00010444186],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001173143,0.0006570997,0.8155217,0.000036537895,0.000041068204,0.00017841138,0.0003143196,0.0033377956,0.017119486,0.0006339273,0.0017292021,0.15925728],"study_design_scores_gemma":[0.0066776434,0.0004207124,0.9653929,0.00007181161,0.000018362984,0.0000050534213,0.000010485417,0.021803748,0.00010931101,0.0046801623,0.0006867913,0.00012305898],"about_ca_topic_score_codex":0.000029003066,"about_ca_topic_score_gemma":0.000052818807,"teacher_disagreement_score":0.15913422,"about_ca_system_score_codex":0.00008788186,"about_ca_system_score_gemma":0.000021888603,"threshold_uncertainty_score":0.40992466},"labels":[],"label_agreement":null},{"id":"W2548748326","doi":"10.1016/j.brs.2016.11.002","title":"Intentional switches between coordination patterns are faster following anodal-tDCS applied over the supplementary motor area","year":2016,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Motor Control and Adaptation","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Scopus; SMA*; Neuroscience; Supplementary motor area; Primary motor cortex; Psychology; Motor area; Transcranial direct-current stimulation; Motor coordination; Transcranial magnetic stimulation; Physical medicine and rehabilitation; Medicine; Computer science; Stimulation; MEDLINE; Biology","score_opus":0.04138363292529815,"score_gpt":0.26580858662133666,"score_spread":0.22442495369603851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548748326","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26258183,0.000013294633,0.06765302,0.66236126,0.0014364461,0.0026578046,0.0027527711,0.00018411424,0.000359472],"genre_scores_gemma":[0.8213561,0.0000010863239,0.000034768895,0.17088434,0.0037150895,0.00016885792,0.0018063465,0.00006461962,0.0019687675],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969517,0.00022569543,0.0005826703,0.00076635723,0.0010163578,0.000457224],"domain_scores_gemma":[0.9972491,0.0016347548,0.0005910471,0.00040567218,0.00006907879,0.00005029652],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003591332,0.00042406938,0.00036621728,0.00024388045,0.0003543735,0.00021184215,0.0003931712,0.00037386615,0.0006117177],"category_scores_gemma":[0.00022234606,0.0002981459,0.0002934138,0.00015882314,0.000056293753,0.00032900227,0.00011307421,0.00057415105,0.000063682215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023274252,0.000097096934,0.07263179,0.0002934135,0.00031625692,0.00010964258,0.0006450761,0.00048755534,0.21824864,0.00047361653,0.6741345,0.032329693],"study_design_scores_gemma":[0.0043571135,0.0001402544,0.5337251,0.00047832946,0.00031883948,0.000006129975,0.000093637726,0.00812453,0.0012945232,0.0034299141,0.4467699,0.0012617361],"about_ca_topic_score_codex":0.00004001984,"about_ca_topic_score_gemma":0.000015609228,"teacher_disagreement_score":0.5587743,"about_ca_system_score_codex":0.00019051592,"about_ca_system_score_gemma":0.00004196791,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2550603390","doi":"10.1016/j.brs.2016.11.004","title":"Differential effects of cannabis dependence on cortical inhibition in patients with schizophrenia and non-psychiatric controls","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health; University of New Brunswick","funders":"National Institute on Drug Abuse; Pfizer; National Institute of Mental Health; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Garfield Weston Foundation; Ontario Ministry of Research and Innovation; Fondation Brain Canada; Campbell Institute; Brain Research Foundation; Ontario Ministry of Research, Innovation and Science; Brain and Behavior Research Foundation","keywords":"Cannabis; Schizophrenia (object-oriented programming); Effects of cannabis; Psychology; Psychosis; Psychiatry; Transcranial magnetic stimulation; Neuroscience; Internal medicine; Medicine; Cannabidiol; Stimulation","score_opus":0.006505282507994814,"score_gpt":0.22545674048529513,"score_spread":0.2189514579773003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550603390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884447,0.0000029482371,0.010290855,0.0002566718,0.000083423045,0.0007473966,0.000009274729,0.00002896189,0.00013581051],"genre_scores_gemma":[0.9996731,0.0000015979316,0.00013906023,0.00007200188,0.000022428705,0.00002299991,0.000001059565,0.000018105247,0.00004959736],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99889135,0.00010274513,0.0002302327,0.00030789853,0.00031376746,0.00015401068],"domain_scores_gemma":[0.998822,0.0008746832,0.000100281766,0.00011664606,0.000038126702,0.00004826344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000035710407,0.00013223955,0.00018446376,0.00018256782,0.000054550357,0.0000111387435,0.000028352299,0.00005178154,0.000032613963],"category_scores_gemma":[0.00069073273,0.00008935799,0.000019917985,0.00022378328,0.0001104042,0.00010757851,0.000016374672,0.000058022964,0.000008896706],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058284686,0.0005829829,0.43540707,0.00008414345,0.000009793172,0.0000091316015,0.00019949583,0.0007198845,0.5396834,0.0025846667,0.00005122251,0.014839758],"study_design_scores_gemma":[0.01339463,0.00084806886,0.97803164,0.00011170745,0.000014307295,4.525883e-7,8.7510455e-7,0.0010597605,0.0061618183,0.00025955215,0.0000027784345,0.000114426526],"about_ca_topic_score_codex":0.000013768966,"about_ca_topic_score_gemma":0.000022737051,"teacher_disagreement_score":0.5426246,"about_ca_system_score_codex":0.00002150744,"about_ca_system_score_gemma":0.000013117815,"threshold_uncertainty_score":0.3643913},"labels":[],"label_agreement":null},{"id":"W2553359011","doi":"10.1016/j.brs.2016.11.013","title":"High frequency stimulation of the infralimbic cortex induces morphological changes in rat hippocampal neurons","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Infralimbic cortex; Neuroscience; Hippocampal formation; Stimulation; Prefrontal cortex; Psychology; Cognition","score_opus":0.03285370221974716,"score_gpt":0.28440896787654274,"score_spread":0.2515552656567956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553359011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99070424,0.000030415584,0.00010239184,0.008267316,0.00014950699,0.00056158955,0.00001037565,0.000032376447,0.00014180009],"genre_scores_gemma":[0.9983599,0.000012639806,0.00012414053,0.001257691,0.00003804408,0.000022428087,0.000020047199,0.000010230747,0.00015484741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898934,0.00013865925,0.00024553432,0.00023948427,0.00021840588,0.00016854856],"domain_scores_gemma":[0.9992187,0.00034586855,0.00012636324,0.0002156441,0.00004745194,0.000045965993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010045262,0.00012754311,0.00021790178,0.0000810187,0.000044045428,0.000005475721,0.00007095574,0.000119965785,0.000241787],"category_scores_gemma":[0.00043550617,0.00006386881,0.000057308695,0.00024768623,0.00009934682,0.0000696439,0.00003709584,0.0000951837,0.000012608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025239936,0.00039082614,0.7561768,0.000013808466,0.000015041648,0.00003542091,0.00007480185,0.00041367812,0.22705868,0.0007555241,0.00013946636,0.014673524],"study_design_scores_gemma":[0.0026051484,0.00054159213,0.98415726,0.00004882788,0.000027050874,0.0000044021663,0.000006193893,0.00025375935,0.0020575703,0.010213211,0.000016397753,0.00006857211],"about_ca_topic_score_codex":0.000054223212,"about_ca_topic_score_gemma":0.00004965758,"teacher_disagreement_score":0.22798043,"about_ca_system_score_codex":0.00003644998,"about_ca_system_score_gemma":0.000024108567,"threshold_uncertainty_score":0.2647398},"labels":[],"label_agreement":null},{"id":"W2553961766","doi":"10.1016/j.brs.2016.11.011","title":"Cortical excitability after pediatric mild traumatic brain injury","year":2016,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Traumatic brain injury; Concussion; Silent period; Medicine; Tolerability; Neurophysiology; Asymptomatic; Cohort; Internal medicine; Pediatrics; Poison control; Adverse effect; Injury prevention; Transcranial magnetic stimulation; Psychiatry","score_opus":0.08939793509127063,"score_gpt":0.38164649042355475,"score_spread":0.2922485553322841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553961766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97272515,0.00005923848,0.008793678,0.016090015,0.00015428134,0.0011375023,0.000033923996,0.0002026708,0.0008035349],"genre_scores_gemma":[0.9945102,0.000004850817,0.0020309072,0.0011646834,0.0004687586,0.00013292054,0.000018694998,0.000050203485,0.0016188129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970878,0.00034773722,0.00068709865,0.0005191719,0.00082419836,0.0005340095],"domain_scores_gemma":[0.9955925,0.0030541685,0.00009768085,0.0007166667,0.00019158046,0.00034742337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013380984,0.00024318256,0.00039455504,0.0002902135,0.00009624879,0.00003325525,0.00013418861,0.00021618677,0.0027291817],"category_scores_gemma":[0.004740804,0.00016878749,0.00016424856,0.000488104,0.0001897225,0.0002638224,0.00006599209,0.000279756,0.00070281496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046448368,0.0011650065,0.8182241,0.0010689783,0.0001337022,0.00006309066,0.0016092208,0.000016148892,0.01554696,0.0012423259,0.0314533,0.12483233],"study_design_scores_gemma":[0.0026272028,0.00046885962,0.99251026,0.00011501045,0.00006356967,0.000017060109,0.00003434002,0.0014608258,0.00015149,0.0016528777,0.00067610276,0.0002224024],"about_ca_topic_score_codex":0.000011364994,"about_ca_topic_score_gemma":0.000007577707,"teacher_disagreement_score":0.17428616,"about_ca_system_score_codex":0.00023384507,"about_ca_system_score_gemma":0.00017301617,"threshold_uncertainty_score":0.9981825},"labels":[],"label_agreement":null},{"id":"W2555567642","doi":"10.1016/j.brs.2016.11.008","title":"Neural correlates of successful orbitofrontal 1 Hz rTMS following unsuccessful dorsolateral and dorsomedial prefrontal rTMS in major depression: A case report","year":2016,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Centre for Addiction and Mental Health; University Health Network; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Prefrontal cortex; Orbitofrontal cortex; Major depressive disorder; Psychology; Anhedonia; Depression (economics); Psychiatry; Medicine; Neuroscience; Stimulation; Psychotherapist; Amygdala; Schizophrenia (object-oriented programming)","score_opus":0.019457783168750274,"score_gpt":0.2752100890012361,"score_spread":0.2557523058324858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555567642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97154945,0.0002659983,0.0006861289,0.022655576,0.0026210672,0.0015351544,0.00020037925,0.00016468774,0.00032156656],"genre_scores_gemma":[0.9890856,0.0000074566624,0.00024481208,0.008120308,0.0015997308,0.00010130498,0.00012222622,0.00011605842,0.0006024749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99469167,0.0004768907,0.0015478104,0.0014885908,0.0010256155,0.00076944137],"domain_scores_gemma":[0.99565893,0.0027273477,0.0008068738,0.0005824887,0.00009565451,0.0001287215],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037625412,0.0007548155,0.0010587266,0.0006178449,0.00028214842,0.00013169125,0.0003441489,0.00088637153,0.00015733483],"category_scores_gemma":[0.0011010296,0.00063888874,0.00028962785,0.00045554416,0.00038452793,0.000803747,0.00025205236,0.0010122744,0.000013176964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026013951,0.0003362171,0.5222755,0.0010655845,0.00023091162,0.3264084,0.006330918,0.0038499082,0.09190894,0.00003735303,0.029744303,0.015210553],"study_design_scores_gemma":[0.048770647,0.0020082658,0.74580705,0.003965114,0.0012690055,0.073331125,0.00034585412,0.089616835,0.004192152,0.003121931,0.020569023,0.007002992],"about_ca_topic_score_codex":0.0006569828,"about_ca_topic_score_gemma":0.0002345102,"teacher_disagreement_score":0.25307727,"about_ca_system_score_codex":0.00014174312,"about_ca_system_score_gemma":0.00009067957,"threshold_uncertainty_score":0.99960625},"labels":[],"label_agreement":null},{"id":"W2556940414","doi":"10.1016/j.brs.2016.10.006","title":"Fatal Status Dystonicus in Tardive Dystonia Due to Depletion of Deep Brain Stimulation's Pulse Generator","year":2016,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital","funders":"","keywords":"Dystonia; Deep brain stimulation; Discontinuation; Medicine; Stimulation; Complication; Anesthesia; Surgery; Internal medicine; Psychiatry; Parkinson's disease","score_opus":0.017256505767323602,"score_gpt":0.27800638464421673,"score_spread":0.2607498788768931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556940414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6041364,0.0003087713,0.0113296285,0.3787708,0.000504919,0.0036543864,0.00055331097,0.00014196824,0.0005997879],"genre_scores_gemma":[0.76104087,0.00000940917,0.0013899454,0.23256776,0.0009582559,0.00014127354,0.0029762727,0.00010495316,0.00081124535],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99672997,0.00028640157,0.0007784316,0.0008461081,0.00070692133,0.00065218506],"domain_scores_gemma":[0.99802107,0.0006923223,0.00034039575,0.00055570714,0.00020730414,0.00018320077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021954635,0.00050093327,0.00088687026,0.00056555343,0.000079618,0.000028051445,0.00013118681,0.0007910034,0.00046859722],"category_scores_gemma":[0.0007072499,0.00039514978,0.0002153138,0.00041206082,0.00007493808,0.00014625565,0.00008536101,0.00057250034,0.00013414607],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042077065,0.001144923,0.12102767,0.0009693567,0.00078882894,0.0062391493,0.0011966507,0.02484394,0.014622729,0.0002506616,0.69931394,0.12539442],"study_design_scores_gemma":[0.021556003,0.004002891,0.7971509,0.0007827154,0.00047339773,0.00007671065,0.000027633172,0.015448983,0.00074882706,0.0040186294,0.15410429,0.0016090202],"about_ca_topic_score_codex":0.00018209199,"about_ca_topic_score_gemma":0.00009994965,"teacher_disagreement_score":0.6761232,"about_ca_system_score_codex":0.00036055746,"about_ca_system_score_gemma":0.0001336607,"threshold_uncertainty_score":0.99985003},"labels":[],"label_agreement":null},{"id":"W2566789251","doi":"10.1016/j.brs.2016.12.008","title":"Reliability and minimal detectable change of transcranial magnetic stimulation outcomes in healthy adults: A systematic review","year":2016,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; CINAHL; Data extraction; Critical appraisal; Reliability (semiconductor); Psychology; Systematic review; MEDLINE; Primary motor cortex; Meta-analysis; Physical medicine and rehabilitation; Clinical psychology; Medicine; Audiology; Psychiatry; Neuroscience; Stimulation; Internal medicine; Alternative medicine; Pathology; Psychological intervention","score_opus":0.07105901626005605,"score_gpt":0.35049296150967285,"score_spread":0.2794339452496168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566789251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014392063,0.98442626,0.00030738697,0.00030440456,0.00021387012,0.012866704,0.00029173295,0.00010576831,0.00004464095],"genre_scores_gemma":[0.04927079,0.9488095,0.00025031224,0.00031192243,0.00006633429,0.0011450234,0.000018901283,0.00008008597,0.00004710542],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99323016,0.0015384451,0.0028623624,0.0011249305,0.0007526566,0.00049142307],"domain_scores_gemma":[0.991186,0.0067365626,0.0011016001,0.000697736,0.00014915656,0.00012891075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010466222,0.0007308685,0.0041099805,0.00054095633,0.00011668445,0.00003059389,0.0003202894,0.00035664946,0.000103434395],"category_scores_gemma":[0.005758811,0.0005390169,0.0004357247,0.0009700662,0.000216127,0.00035402898,0.00006746452,0.00027658546,0.00003391582],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003031234,0.00016327732,0.00008914253,0.88893384,0.000014695823,0.00000502607,0.00034564335,0.00001798294,0.000037733353,0.000069034286,0.0000057159978,0.110014796],"study_design_scores_gemma":[0.0064772405,0.002335188,0.007888413,0.9728088,0.0018453673,0.000027573811,0.000015582598,0.0024415893,0.0000014754231,0.00024532818,0.0046420926,0.0012713686],"about_ca_topic_score_codex":0.000069091526,"about_ca_topic_score_gemma":0.000031746138,"teacher_disagreement_score":0.10874343,"about_ca_system_score_codex":0.00017753072,"about_ca_system_score_gemma":0.00011756166,"threshold_uncertainty_score":0.99970615},"labels":[],"label_agreement":null},{"id":"W2575859115","doi":"10.1016/j.brs.2016.11.017","title":"Temperature Induced Enhancement of tDCS Efficacy","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transcranial direct-current stimulation; Scalp; Current (fluid); Medicine; Lesion; Skin irritation; Surgery; Internal medicine; Physics","score_opus":0.04396244872057987,"score_gpt":0.39286905787441784,"score_spread":0.348906609153838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2575859115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616308,0.000018126073,0.03112811,0.004419614,0.000032932116,0.00054411305,0.000003188668,0.000050076425,0.002173024],"genre_scores_gemma":[0.9848418,0.000008931473,0.014281565,0.00015998048,0.00008096509,0.000022278642,0.000033354536,0.000008813109,0.0005622908],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99951303,0.0000054204147,0.00014170386,0.00012179951,0.00014524447,0.00007279321],"domain_scores_gemma":[0.9992592,0.000035052264,0.00013972532,0.00045436452,0.00007616363,0.000035504225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000881763,0.000060922546,0.00011564952,0.0000307185,0.00013018648,0.000013541175,0.00008139294,0.00007280969,0.000042203777],"category_scores_gemma":[0.00015154309,0.000053734922,0.000035775603,0.000038252932,0.000027981941,0.000065633954,0.000030929652,0.00007784533,0.0000066861994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059204725,0.00017953887,0.0012094493,0.000024617057,0.000007358373,0.0000011574746,0.000103196224,0.00015960226,0.95196414,0.005826082,0.0013772709,0.03908836],"study_design_scores_gemma":[0.002351832,0.00036181248,0.40040442,0.0002237553,0.000046493682,0.0000047708695,0.00002604616,0.0036327192,0.5799338,0.001961133,0.010887539,0.0001656434],"about_ca_topic_score_codex":0.000012038909,"about_ca_topic_score_gemma":0.0000010750101,"teacher_disagreement_score":0.399195,"about_ca_system_score_codex":0.00002148118,"about_ca_system_score_gemma":0.00002256576,"threshold_uncertainty_score":0.21912466},"labels":[],"label_agreement":null},{"id":"W2579804200","doi":"10.1016/j.brs.2017.01.577","title":"Two indications, one target: Concomitant epilepsy and Tourettism treated with Centromedian/parafascicular thalamic stimulation","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Deep brain stimulation; Lennox–Gastaut syndrome; Tourette syndrome; Epilepsy; Psychology; Neurostimulation; Neuromodulation; Medicine; Neuroscience; Stimulation; Psychiatry; Internal medicine; Parkinson's disease","score_opus":0.020593949266475002,"score_gpt":0.2744666060027759,"score_spread":0.2538726567363009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579804200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5668821,0.00095706363,0.0014547067,0.42516375,0.00015525354,0.003611966,0.00021175822,0.0002465857,0.0013168412],"genre_scores_gemma":[0.89243335,0.000055228153,0.0015844038,0.096779056,0.0007462816,0.00010433006,0.0068568364,0.000093050454,0.0013474943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758756,0.00016450412,0.0004252032,0.000800335,0.00059240864,0.00042998308],"domain_scores_gemma":[0.99812895,0.00035535108,0.00054029713,0.00068690407,0.00013890571,0.00014957876],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013633391,0.0004902724,0.0007598584,0.00026270968,0.00031801217,0.000106235115,0.00012839143,0.0006365922,0.00018367647],"category_scores_gemma":[0.00019812348,0.00038362836,0.000115596784,0.00013791973,0.00023136794,0.00017822038,0.00004207437,0.0008086074,0.00005000735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010796469,0.00087508326,0.7814946,0.0004384219,0.0014291692,0.003783772,0.0002242585,0.0008223236,0.0009858408,0.00023592534,0.20050985,0.008121087],"study_design_scores_gemma":[0.012932795,0.001401651,0.9539114,0.00041567284,0.0011170347,0.00008620626,0.0000061022,0.0073098997,0.000062658255,0.00315043,0.018974213,0.00063193234],"about_ca_topic_score_codex":0.00008159566,"about_ca_topic_score_gemma":0.000005456442,"teacher_disagreement_score":0.3283847,"about_ca_system_score_codex":0.000121876066,"about_ca_system_score_gemma":0.000096352225,"threshold_uncertainty_score":0.99986154},"labels":[],"label_agreement":null},{"id":"W2583705271","doi":"10.1016/j.brs.2017.01.583","title":"Successful dorsomedial prefrontal rTMS for major depression in borderline personality disorder: Three cases","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"","keywords":"Borderline personality disorder; Major depressive disorder; Psychiatry; Psychology; Depression (economics); Clinical psychology; Comorbidity; Medicine; Cognition","score_opus":0.03949449490805186,"score_gpt":0.3556897916339826,"score_spread":0.3161952967259308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583705271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55062807,0.0036086382,0.009606367,0.4137569,0.005907014,0.005076715,0.00487356,0.00024977757,0.006292923],"genre_scores_gemma":[0.77121335,0.000027997008,0.0010495655,0.16825078,0.014360669,0.0022781945,0.032043513,0.0003872711,0.010388633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605507,0.00042436027,0.00076757494,0.0013905301,0.00045982053,0.0009026509],"domain_scores_gemma":[0.99654037,0.001479883,0.00067723327,0.0010791575,0.00013189872,0.000091445676],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070442265,0.000656582,0.0008823715,0.00035093524,0.0004001285,0.00012068539,0.0006797965,0.0020777055,0.0015261618],"category_scores_gemma":[0.00048863125,0.0006545803,0.0003447438,0.00012285875,0.00028782026,0.0002494993,0.00009623666,0.0013983274,0.00008350683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013943606,0.00038588818,0.23699515,0.00028921527,0.00011051877,0.0005199566,0.001257688,0.00005160634,0.00002088153,0.00008244799,0.7383448,0.020547476],"study_design_scores_gemma":[0.00614054,0.00029560307,0.40959093,0.00012388514,0.00010141152,0.000099622994,0.00011743371,0.0009332036,4.8521576e-7,0.0026195978,0.5791935,0.0007838291],"about_ca_topic_score_codex":0.006455432,"about_ca_topic_score_gemma":0.015037766,"teacher_disagreement_score":0.24550614,"about_ca_system_score_codex":0.00012326127,"about_ca_system_score_gemma":0.00011177638,"threshold_uncertainty_score":0.9995905},"labels":[],"label_agreement":null},{"id":"W2587798155","doi":"10.1016/j.brs.2017.01.546","title":"Pilot study of supplementary motor area rTMS for Tourette's syndrome in children","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Tics; Tourette syndrome; SMA*; Supplementary motor area; Psychology; Neuroscience; Physical medicine and rehabilitation; Psychological intervention; Medicine; Stimulation; Psychiatry; Functional magnetic resonance imaging","score_opus":0.030346685906872648,"score_gpt":0.3343465898371896,"score_spread":0.30399990393031695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587798155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951102,0.000020332662,0.00042990982,0.00076774816,0.00032977405,0.0027088504,0.00017760711,0.000021947677,0.00043362268],"genre_scores_gemma":[0.99910045,2.6619185e-7,0.00019564513,0.00008399547,0.000060773065,0.00016055422,0.00018624695,0.00003136526,0.0001806774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872386,0.00009621011,0.00036462615,0.0003759306,0.00017551972,0.00026386513],"domain_scores_gemma":[0.998709,0.00023187668,0.00033054312,0.0006474339,0.00004179885,0.00003930072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024225026,0.0001618569,0.00027041227,0.00019226938,0.00015853309,0.00003185172,0.00034695884,0.000039831615,0.00077099114],"category_scores_gemma":[0.00016179911,0.00017362535,0.000050014012,0.00007048606,0.000053398955,0.00013151177,0.00006508075,0.00009973372,0.00001312031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003423573,0.0015275116,0.99242747,0.000008450767,0.00013063675,0.00000725524,0.00080610695,0.0007137729,0.00054084446,0.0004196596,0.0014298984,0.0016460482],"study_design_scores_gemma":[0.007812053,0.0034672823,0.9864495,0.00001681683,0.000032600485,0.0000052792784,0.0003626545,0.0007101749,0.000016639928,0.0009365646,0.000024419704,0.0001660575],"about_ca_topic_score_codex":0.0027942613,"about_ca_topic_score_gemma":0.0013455793,"teacher_disagreement_score":0.0074696955,"about_ca_system_score_codex":0.0000493462,"about_ca_system_score_gemma":0.000014403239,"threshold_uncertainty_score":0.84418124},"labels":[],"label_agreement":null},{"id":"W2587804523","doi":"10.1016/j.brs.2017.01.470","title":"Characterisation of glutamatergic and GABAA mediated neurotransmission in motor and dorsolateral prefrontal cortex using paired-pulse TMS-EEG","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Glutamatergic; Neuroscience; Dorsolateral prefrontal cortex; Neurotransmission; Prefrontal cortex; GABAA receptor; Dorsolateral; Psychology; Motor cortex; Medicine; Glutamate receptor; Receptor; Internal medicine; Cognition; Stimulation","score_opus":0.038056108981522896,"score_gpt":0.29499850567722435,"score_spread":0.25694239669570146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587804523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986878,0.000014816496,0.0004640364,0.0002443036,0.00016594202,0.00033963326,0.000022856559,0.00003113986,0.000029462071],"genre_scores_gemma":[0.999566,0.000010842344,0.00023371467,0.00009832858,0.000031941527,0.0000032079022,0.000009563301,0.000013647223,0.000032711818],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99891853,0.00012234725,0.00029942466,0.0003401615,0.00016031909,0.00015920229],"domain_scores_gemma":[0.999323,0.00017175633,0.00023896503,0.00018348535,0.000021261043,0.000061497514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017157328,0.00014037012,0.00018412873,0.00011859757,0.0001770965,0.00013305497,0.000118081654,0.0000815902,0.000013524833],"category_scores_gemma":[0.00021776426,0.00012777615,0.00002263121,0.000046146844,0.00011248464,0.00069679104,0.00007371361,0.00008737147,0.0000010694226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016479807,0.000031994357,0.03343624,0.00004954002,0.0000015819729,0.000008808035,0.0008900946,0.00016407899,0.96112794,0.00000961756,0.000001832668,0.0041134697],"study_design_scores_gemma":[0.0007116838,0.00009213182,0.66485965,0.00009557504,0.0000036195647,0.000013865455,0.0000068753734,0.31116387,0.022881526,0.00007162177,0.000011433896,0.00008816555],"about_ca_topic_score_codex":0.00013122836,"about_ca_topic_score_gemma":0.000011997347,"teacher_disagreement_score":0.9382464,"about_ca_system_score_codex":0.000019652462,"about_ca_system_score_gemma":0.000014129464,"threshold_uncertainty_score":0.521056},"labels":[],"label_agreement":null},{"id":"W2587838858","doi":"10.1016/j.brs.2017.01.555","title":"Effects of transcranial direct-current stimulation on laparoscopic surgical skill acquisition: a randomized clinical trial","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Intraoperative Neuromonitoring and Anesthetic Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial direct-current stimulation; Randomized controlled trial; Dreyfus model of skill acquisition; Physical medicine and rehabilitation; Motor skill; Laparoscopic surgery; Medicine; Psychology; Stimulation; Physical therapy; Neuroscience; Laparoscopy; Surgery","score_opus":0.03457974125136245,"score_gpt":0.3988191114134233,"score_spread":0.36423937016206087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587838858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928398,0.00008537841,0.00054671214,0.0006093214,0.0022115402,0.0026423607,0.0000033446863,0.00006911222,0.0009924095],"genre_scores_gemma":[0.997357,0.00003091879,0.00011572098,0.00006760962,0.0020677159,0.000075508884,0.000038569397,0.000024740577,0.00022221539],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971924,0.0010370637,0.00070234854,0.0003915246,0.00047311466,0.00020354442],"domain_scores_gemma":[0.99420154,0.0047575263,0.00035689154,0.00039698638,0.00015709097,0.00012996863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015157106,0.00022627017,0.0010173661,0.00009537739,0.00026126695,0.00005238267,0.00010119185,0.00018450545,0.000032150285],"category_scores_gemma":[0.0030503427,0.00017638267,0.00042148703,0.000060470735,0.00026205502,0.000105436964,0.000015560181,0.00028068438,0.00002277212],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9482748,0.002394597,0.0030953016,0.00042996282,0.00013753137,0.00014217402,0.00040008058,0.0010891488,0.002882243,0.001332747,0.00021936656,0.03960203],"study_design_scores_gemma":[0.892174,0.0037850053,0.083000526,0.0008692226,0.000346573,0.0000108150325,0.0000016961745,0.01251898,0.0065513304,0.00014997814,0.00039038956,0.00020148927],"about_ca_topic_score_codex":0.000009977927,"about_ca_topic_score_gemma":3.3561622e-7,"teacher_disagreement_score":0.07990523,"about_ca_system_score_codex":0.000034193064,"about_ca_system_score_gemma":0.00006972256,"threshold_uncertainty_score":0.71926767},"labels":[],"label_agreement":null},{"id":"W2587856835","doi":"10.1016/j.brs.2017.01.362","title":"Can cognitive measures predict clinical response to the treatment of major depression with repetitive transcranial magnetic stimulation?","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Prefrontal cortex; Neuroscience; Cognition; Deep transcranial magnetic stimulation; Working memory; Depression (economics); Psychology; Major depressive disorder; Stimulation; Brain stimulation; Medicine; Physical medicine and rehabilitation","score_opus":0.06736098538523333,"score_gpt":0.35732213328452384,"score_spread":0.2899611478992905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587856835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793177,0.00006674881,0.011184563,0.0058369976,0.00027695246,0.002488066,0.00023408023,0.000090240406,0.0005046145],"genre_scores_gemma":[0.99838674,0.000024280873,0.0005015547,0.00028673068,0.00021586668,0.0001391345,0.000008414158,0.00003931997,0.00039793536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966014,0.0009025679,0.0006640922,0.00074520666,0.00077551836,0.0003111853],"domain_scores_gemma":[0.99318916,0.005237238,0.00037180266,0.0007299473,0.00031869093,0.000153193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604115,0.00031443906,0.00042926238,0.00014088304,0.0009810391,0.00011523454,0.000325524,0.00011603234,0.000089307156],"category_scores_gemma":[0.004417054,0.00020948697,0.00015287672,0.00022441594,0.0005629145,0.00018155304,0.00003456789,0.00011894198,0.000022026234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10980803,0.0024990935,0.3605464,0.000048842554,0.00019072896,0.0001079812,0.019344516,0.06550338,0.20447548,0.00040339725,0.00024137403,0.23683076],"study_design_scores_gemma":[0.0093020275,0.005256946,0.972929,0.0001230911,0.00021559023,0.0000074366676,0.0001044305,0.006809607,0.0040635834,0.0001491939,0.0007936411,0.00024542667],"about_ca_topic_score_codex":0.0001591214,"about_ca_topic_score_gemma":0.00036813912,"teacher_disagreement_score":0.6123826,"about_ca_system_score_codex":0.00006105505,"about_ca_system_score_gemma":0.00011885469,"threshold_uncertainty_score":0.85426307},"labels":[],"label_agreement":null},{"id":"W2587959356","doi":"10.1016/j.brs.2017.01.445","title":"The acute effects of a combined yoga and transcranial direct current stimulation on neurophysiological markers: preliminary data","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurophysiology; Transcranial direct-current stimulation; Physical medicine and rehabilitation; Stimulation; Neuroscience; Medicine; Transcranial magnetic stimulation; Brain stimulation; Psychology","score_opus":0.06250526961047742,"score_gpt":0.33515201920692345,"score_spread":0.272646749596446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587959356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392855,0.00012718728,0.0017140253,0.0014422241,0.00078551646,0.0013425837,0.000082226165,0.00009712015,0.00048059257],"genre_scores_gemma":[0.9993929,0.00014321886,0.00011868769,0.00010452609,0.00010560149,0.000041995514,0.000019888455,0.000021728747,0.00005145131],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99787676,0.00038427272,0.0003821439,0.0006578064,0.0004486401,0.00025035496],"domain_scores_gemma":[0.9926214,0.0058631194,0.00030434076,0.0010831129,0.00006017265,0.00006784941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028136926,0.00024374896,0.00030107936,0.00006440115,0.0011320972,0.0001423772,0.00063586445,0.00007507511,0.000009373523],"category_scores_gemma":[0.0040055374,0.00017704342,0.00006655048,0.00011078945,0.00050067855,0.0003485517,0.0002230412,0.00017630542,0.000008188871],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021621158,0.0009551005,0.004761111,0.0003332379,0.00010451829,0.000044212295,0.0008765106,0.014309827,0.6213616,0.004167256,0.0014352935,0.33003014],"study_design_scores_gemma":[0.0036701625,0.0017464296,0.84259313,0.00008362899,0.00010288991,0.0000017931325,0.0000032977941,0.14906473,0.0012594161,0.0008353655,0.00045728232,0.00018185949],"about_ca_topic_score_codex":0.000012605884,"about_ca_topic_score_gemma":0.0000026122025,"teacher_disagreement_score":0.83783203,"about_ca_system_score_codex":0.000014228846,"about_ca_system_score_gemma":0.000020020545,"threshold_uncertainty_score":0.8707291},"labels":[],"label_agreement":null},{"id":"W2587987168","doi":"10.1016/j.brs.2017.01.456","title":"Clinical response to electroconvulsive therapy among patients with treatment-refractory psychosis: the BC Psychosis Program experience","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Psychosis; Refractory (planetary science); Electroconvulsive therapy; Observational study; Psychiatry; Clozapine; Medicine; Population; Randomized controlled trial; Schizophrenia (object-oriented programming); Psychology; Internal medicine","score_opus":0.03878572487520439,"score_gpt":0.4070553290901686,"score_spread":0.36826960421496424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587987168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879071,0.00015150053,0.00016838423,0.006541462,0.00015298564,0.0046948884,0.0000042333736,0.00014299194,0.00023646737],"genre_scores_gemma":[0.99487877,0.00013001199,0.000683299,0.0017367718,0.00023526944,0.0015886022,0.000018576757,0.00005584225,0.00067285966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772674,0.0003304569,0.00043432735,0.0006147347,0.00043727958,0.00045645528],"domain_scores_gemma":[0.9971587,0.00068173057,0.00039753964,0.0011776853,0.00039824116,0.00018607682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044753889,0.00034309216,0.00044290212,0.00010516676,0.00080772635,0.000118101045,0.00029493004,0.00011997464,0.000045223493],"category_scores_gemma":[0.0006049402,0.00020070402,0.0001531503,0.00018085765,0.00038261263,0.00026500245,0.000029415964,0.00021931749,0.000033825618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018042775,0.0010667174,0.8331784,0.0000029726236,0.00029145958,0.000003492759,0.0024570082,0.000005199971,0.0014373829,0.000004409872,0.00095912616,0.14255106],"study_design_scores_gemma":[0.008290282,0.014558819,0.9575208,0.000079443205,0.000059989867,0.0000014462086,0.00011391659,0.00007486302,0.0008094555,0.000022012546,0.018239496,0.00022949837],"about_ca_topic_score_codex":0.00011270374,"about_ca_topic_score_gemma":0.00010224165,"teacher_disagreement_score":0.14232157,"about_ca_system_score_codex":0.00017791906,"about_ca_system_score_gemma":0.00006452669,"threshold_uncertainty_score":0.81844723},"labels":[],"label_agreement":null},{"id":"W2588008260","doi":"10.1016/j.brs.2017.01.447","title":"Cortical inhibitory markers of suicidality in depressed adolescents","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Inhibitory postsynaptic potential; GABAergic; Psychology; Psychiatry; Neuroscience; Clinical psychology; Poison control; Medicine; Stimulation; Medical emergency","score_opus":0.026311141635461822,"score_gpt":0.3163287732470408,"score_spread":0.29001763161157895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588008260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970159,0.000008769073,0.00059577427,0.0012709898,0.000086918604,0.00035780203,0.000004057034,0.000014417189,0.0006453831],"genre_scores_gemma":[0.99955773,4.801968e-7,0.00014102209,0.00015650748,0.000058867572,0.000004237239,0.0000074621776,0.0000058819987,0.000067779634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992184,0.000086703876,0.0002957797,0.00015719238,0.00012030299,0.00012160021],"domain_scores_gemma":[0.9992713,0.00015598006,0.00009535584,0.00037061592,0.000045809884,0.0000609538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163709,0.00006403442,0.00020513701,0.000048466063,0.00006160191,0.000012570657,0.00005306762,0.00008695674,0.000049292157],"category_scores_gemma":[0.0015005313,0.00006276993,0.000048282163,0.00002871555,0.00009005346,0.00009673204,0.000029008766,0.00012874197,0.0000081376975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036582456,0.00020035316,0.9151861,0.00010262491,0.000009870836,0.0000060270586,0.000113087706,0.00041859577,0.07157693,0.000097945085,0.00005140703,0.011871207],"study_design_scores_gemma":[0.002393239,0.00005122381,0.95511967,0.0001535272,0.00001321022,7.3548324e-7,0.000011533696,0.040571902,0.0013649581,0.000117350544,0.00015317077,0.000049472445],"about_ca_topic_score_codex":0.00024289118,"about_ca_topic_score_gemma":0.000044320273,"teacher_disagreement_score":0.07021197,"about_ca_system_score_codex":0.000057271198,"about_ca_system_score_gemma":0.000105121435,"threshold_uncertainty_score":0.25596833},"labels":[],"label_agreement":null},{"id":"W2588045318","doi":"10.1016/j.brs.2017.01.262","title":"Medical morbidity and mortality after electroconvulsive therapy in a population-based sample Medical morbidity and mortality after electroconvulsive therapy in a population-based sample","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Queen's University; University of Toronto","funders":"","keywords":"Electroconvulsive therapy; Medicine; Population; Adverse effect; Sample (material); Psychiatry; Medical therapy; Internal medicine; Schizophrenia (object-oriented programming); Environmental health","score_opus":0.03237338809458163,"score_gpt":0.35166824941157804,"score_spread":0.3192948613169964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588045318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888418,0.0009595535,0.0021377585,0.0046547186,0.00012189362,0.0030298796,0.00010959287,0.00012420373,0.000020624204],"genre_scores_gemma":[0.9925507,0.0004775555,0.00047747957,0.004420127,0.0003760303,0.00095628394,0.0006353946,0.00009610755,0.000010350165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99378765,0.0007518767,0.0012926479,0.0013569628,0.0017724604,0.0010383775],"domain_scores_gemma":[0.99483633,0.002586955,0.0005923091,0.0010869409,0.00035672894,0.00054075813],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002151489,0.0007893799,0.0013582314,0.00052095565,0.00044368804,0.0001725616,0.00032944028,0.00068015204,0.00070589676],"category_scores_gemma":[0.005448377,0.0007262675,0.00021668723,0.0004370052,0.00043256072,0.0005667953,0.00009908413,0.0010308811,0.0000034113827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003334085,0.00051741896,0.9897817,0.00010336625,0.00017748866,0.00012343789,0.00037604244,0.00006417042,0.00057289435,0.000087264576,0.000023390727,0.0048387786],"study_design_scores_gemma":[0.011640098,0.00089157803,0.9553549,0.00026061197,0.000062323976,0.000013351921,0.000019353552,0.025563028,0.0007221082,0.0047716745,0.000057005436,0.0006439173],"about_ca_topic_score_codex":0.041993503,"about_ca_topic_score_gemma":0.05337148,"teacher_disagreement_score":0.034426715,"about_ca_system_score_codex":0.000545749,"about_ca_system_score_gemma":0.00071104063,"threshold_uncertainty_score":0.9995188},"labels":[],"label_agreement":null},{"id":"W2588233991","doi":"10.1016/j.brs.2017.01.360","title":"Cortico-cortical and cortico-striatal resting-state functional connectivity differentially predicts response to 10 Hz rTMS and intermittent TBS to the DLPFC","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Functional connectivity; Dorsolateral prefrontal cortex; Neuroscience; Resting state fMRI; Psychology; Stimulation; Transcranial magnetic stimulation; Brain stimulation; Depression (economics); Prefrontal cortex; Physical medicine and rehabilitation; Medicine; Cognition","score_opus":0.05606321146229375,"score_gpt":0.30080497399104755,"score_spread":0.2447417625287538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588233991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569392,0.000008026309,0.01052732,0.030548574,0.0007213763,0.00092247897,0.000077119024,0.00013010653,0.0001257636],"genre_scores_gemma":[0.9958498,0.0000021926953,0.00011895049,0.0028286276,0.00022325934,0.00007986188,0.0000050534445,0.000027274673,0.0008649723],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972627,0.000523281,0.0003714411,0.00087471004,0.0005878892,0.00037998677],"domain_scores_gemma":[0.98521256,0.013595639,0.00020848704,0.0005873833,0.00013598907,0.0002599548],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.000986117,0.00026826657,0.00027800436,0.00013344978,0.0016651067,0.00045105076,0.00022749315,0.000071585564,0.000028666956],"category_scores_gemma":[0.10575372,0.000216398,0.000056293462,0.00014309751,0.00036381083,0.00036749453,0.0006877161,0.0002485556,0.000050807914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031988345,0.00051589176,0.14439003,0.00007705916,0.00014445289,0.00009744372,0.003317449,0.013149619,0.73434526,0.003643968,0.019100102,0.04923036],"study_design_scores_gemma":[0.0012508946,0.0006695521,0.96391493,0.000049489823,0.00003151311,0.00003209312,0.000033459426,0.028699828,0.0028284758,0.00055074133,0.0016965901,0.0002424075],"about_ca_topic_score_codex":0.00005453106,"about_ca_topic_score_gemma":0.00017869516,"teacher_disagreement_score":0.81952494,"about_ca_system_score_codex":0.00009757986,"about_ca_system_score_gemma":0.00007711325,"threshold_uncertainty_score":0.99963456},"labels":[],"label_agreement":null},{"id":"W2588324552","doi":"10.1016/j.brs.2017.01.258","title":"Design of the theta burst versus high frequency rTMS effectiveness evaluation in depression (THREE-D) non-inferiority trial","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Psychology; Stimulation; Physical medicine and rehabilitation; Medicine; Neuroscience","score_opus":0.11931965252090192,"score_gpt":0.3631840934984499,"score_spread":0.24386444097754795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588324552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645299,0.00002197377,0.02965121,0.00019906204,0.0016912102,0.0033409507,0.000008904356,0.000030556348,0.0005262802],"genre_scores_gemma":[0.999403,0.0000025674417,0.00030158905,0.000015156421,0.000109771165,0.00014033708,0.000002435545,0.000017473774,0.000007692619],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9973187,0.0008781174,0.0003990251,0.0004422009,0.0007578059,0.00020418421],"domain_scores_gemma":[0.99556905,0.0031020415,0.0003983561,0.0007466929,0.00015218355,0.000031690135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497436,0.00018617348,0.00027860858,0.00009655227,0.00055234774,0.00007224939,0.00043828288,0.00012332694,0.000043223245],"category_scores_gemma":[0.0073661488,0.00014445237,0.00008023443,0.00022608512,0.0002281622,0.00036915342,0.000100588055,0.0001494451,0.000009398681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030183,0.0002745755,0.066048175,0.00004724936,0.000014891557,0.00000222145,0.00046519894,0.2803641,0.5998258,0.0008197873,0.0000067298365,0.021948261],"study_design_scores_gemma":[0.045015816,0.00023758276,0.8333185,0.00008165382,0.000042582684,3.3535682e-7,0.0000038077899,0.10816716,0.007967474,0.00503044,0.0000019876247,0.00013269477],"about_ca_topic_score_codex":0.00046555288,"about_ca_topic_score_gemma":0.000118364966,"teacher_disagreement_score":0.7672703,"about_ca_system_score_codex":0.00011086235,"about_ca_system_score_gemma":0.00010528054,"threshold_uncertainty_score":0.88185},"labels":[],"label_agreement":null},{"id":"W2588327235","doi":"10.1016/j.brs.2017.01.404","title":"Scalp-based heuristics for locating the nodes of the salience network for use in neurostimulation","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network","funders":"","keywords":"Heuristics; Neurostimulation; Scalp; Dorsolateral prefrontal cortex; Salience (neuroscience); Insula; Neuroscience; Inferior parietal lobule; Psychology; Prefrontal cortex; Computer science; Medicine; Stimulation; Functional magnetic resonance imaging; Anatomy; Cognition","score_opus":0.0755877928419156,"score_gpt":0.3418566480176709,"score_spread":0.2662688551757553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588327235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388071,0.000013599247,0.055934783,0.003475014,0.00011483268,0.0015916405,0.000021173744,0.000011138539,0.000030762796],"genre_scores_gemma":[0.9953913,6.306286e-7,0.0031127816,0.001302675,0.000052991374,0.000051287952,0.000025097026,0.000010113235,0.0000531316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993988,0.00003779896,0.00018677746,0.0001443488,0.00010664369,0.00012563037],"domain_scores_gemma":[0.9979242,0.001462104,0.0001937782,0.0003187863,0.000083684376,0.000017417571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018652977,0.00007357818,0.000117478856,0.000014377928,0.00031182173,0.000031349624,0.00009540539,0.000042629057,0.0000015388548],"category_scores_gemma":[0.0028188797,0.000041473515,0.00006705783,0.000058243073,0.000085179,0.000054145275,0.000021280664,0.00004800037,3.422706e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046884082,0.00010549028,0.67308336,0.000041681687,0.0000057921225,5.151715e-7,0.000029723435,0.31823155,0.00042572492,0.00071109657,0.0002686908,0.0066274926],"study_design_scores_gemma":[0.0012705275,0.00010475268,0.538675,0.000033765627,0.000021774453,1.2156248e-7,0.0000019557672,0.45684218,0.000057050827,0.0029274714,0.00004227847,0.000023105273],"about_ca_topic_score_codex":0.000046584577,"about_ca_topic_score_gemma":0.00004222898,"teacher_disagreement_score":0.13861063,"about_ca_system_score_codex":0.000011911696,"about_ca_system_score_gemma":0.000023837561,"threshold_uncertainty_score":0.3374666},"labels":[],"label_agreement":null},{"id":"W2588360361","doi":"10.1016/j.brs.2017.01.434","title":"Dementia patients have reduced anomia following picture naming traning and anodal tDCS stimulation","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transcranial direct-current stimulation; Dementia; Frontotemporal dementia; Psychology; Brain stimulation; Stimulation; Physical medicine and rehabilitation; Neuroscience; Audiology; Medicine; Disease; Internal medicine","score_opus":0.035989099168180265,"score_gpt":0.3001578790702364,"score_spread":0.2641687799020561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588360361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877961,0.000043327636,0.009154138,0.0004394728,0.0005704248,0.0007071688,0.000015281883,0.00013551346,0.0011385339],"genre_scores_gemma":[0.99777204,0.0000033391316,0.0016399879,0.00024629058,0.00013576075,0.000016090547,0.000019729516,0.00004134242,0.00012540938],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979224,0.00012988248,0.00044459203,0.00065258204,0.00049810106,0.00035241965],"domain_scores_gemma":[0.9985152,0.0005745133,0.00031886267,0.00040840503,0.000082623665,0.00010040157],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00023911576,0.00028621324,0.00028375615,0.00014571068,0.0016791736,0.0003810323,0.00022421959,0.00013549945,0.00003756772],"category_scores_gemma":[0.0018950436,0.00030087016,0.000100797275,0.000096955366,0.00012574303,0.0008573941,0.00009760341,0.00015670857,0.00001098391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002660371,0.0001191915,0.43614116,0.000044412005,0.000049005772,0.000015379228,0.0033094762,0.02384554,0.50596964,0.000421126,0.00009393304,0.029725127],"study_design_scores_gemma":[0.003861865,0.00013085379,0.90947586,0.000056975692,0.00008527848,0.0000018389499,0.000043622676,0.0828476,0.002463181,0.0005494356,0.00017331148,0.00031018414],"about_ca_topic_score_codex":0.0000312053,"about_ca_topic_score_gemma":0.000016799237,"teacher_disagreement_score":0.5035064,"about_ca_system_score_codex":0.000050250324,"about_ca_system_score_gemma":0.000022649525,"threshold_uncertainty_score":0.9999443},"labels":[],"label_agreement":null},{"id":"W2588403581","doi":"10.1016/j.brs.2017.01.214","title":"The efficacy of twice-daily versus once-daily sessions of repetitive transcranial magnetic stimulation in the treatment of major depressive disorder","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Stimulation; Deep transcranial magnetic stimulation; Major depressive disorder; Psychology; Physical medicine and rehabilitation; Medicine; Brain stimulation; Neuroscience; Psychiatry; Mood","score_opus":0.048425563441131594,"score_gpt":0.3352261567960717,"score_spread":0.2868005933549401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588403581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937489,0.00027451152,0.0014226373,0.0013140917,0.00031359398,0.0015280369,0.00007856976,0.000021563095,0.0012981099],"genre_scores_gemma":[0.99937457,0.00010554172,0.00022283861,0.000023694443,0.00006687772,0.00006346456,0.000007504741,0.000021472135,0.0001140234],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99745387,0.00045624477,0.00078502385,0.00040854668,0.0006373083,0.0002589804],"domain_scores_gemma":[0.9894668,0.008828576,0.000683348,0.0008049097,0.00017875434,0.000037608806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028951472,0.00024777473,0.000393364,0.00012554196,0.00063091127,0.000048910722,0.00048587262,0.00010157893,0.000051515053],"category_scores_gemma":[0.002468571,0.00016165592,0.00018848166,0.0003107675,0.00073490187,0.00021091018,0.000031419357,0.000104348095,0.0000037624623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01983176,0.0037296298,0.067956455,0.00014118277,0.00011564711,0.000018709998,0.048607647,0.15026031,0.5320217,0.009101194,0.000050941555,0.16816479],"study_design_scores_gemma":[0.015714252,0.0020324679,0.9632164,0.000082102066,0.00015336163,0.0000010777322,0.00037055652,0.013311627,0.0042126016,0.00046145698,0.00028161294,0.00016243504],"about_ca_topic_score_codex":0.00044032035,"about_ca_topic_score_gemma":0.00031983026,"teacher_disagreement_score":0.89526,"about_ca_system_score_codex":0.0000528446,"about_ca_system_score_gemma":0.000100001176,"threshold_uncertainty_score":0.6592137},"labels":[],"label_agreement":null},{"id":"W2588428008","doi":"10.1016/j.brs.2017.01.245","title":"Modelling electric fields of transcranial direct current stimulation in children","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial direct-current stimulation; Neuroscience; Transcranial alternating current stimulation; Stimulation; Electric stimulation; Brain stimulation; Electric field; Transcranial magnetic stimulation; Psychology; Medicine; Physics","score_opus":0.05523626128098501,"score_gpt":0.3156320202530459,"score_spread":0.26039575897206085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588428008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9232577,0.00011685507,0.07417559,0.00025392201,0.00022345646,0.00070551905,0.000015340127,0.00006716863,0.0011844191],"genre_scores_gemma":[0.9993797,0.000046585028,0.00033514376,0.000037549515,0.0001207621,0.000017811473,0.0000068957193,0.00002232675,0.000033230244],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981702,0.00013283454,0.0005300734,0.00046086052,0.0004276025,0.00027840293],"domain_scores_gemma":[0.9985666,0.00061574223,0.00028256106,0.0004177234,0.00006821335,0.00004913165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026373414,0.0002022259,0.00031352762,0.00027318997,0.00032343445,0.000067324254,0.00029769604,0.000104749575,0.000043604046],"category_scores_gemma":[0.00078065944,0.00021270559,0.00010300504,0.00027859805,0.00008743052,0.00039098517,0.000031173684,0.00018466596,0.000010579667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014320493,0.0001353285,0.056793418,0.000019766112,0.000005008742,8.6360046e-7,0.00045156418,0.8812871,0.0357593,0.0006213696,0.000014036375,0.02476904],"study_design_scores_gemma":[0.0018459138,0.00008210128,0.45023987,0.00003467124,0.000016409549,0.0000010105475,0.0000014685785,0.5445212,0.0019613595,0.0011206921,0.00002644175,0.0001488869],"about_ca_topic_score_codex":0.00023100589,"about_ca_topic_score_gemma":0.000021063883,"teacher_disagreement_score":0.39344645,"about_ca_system_score_codex":0.000038884562,"about_ca_system_score_gemma":0.000035833393,"threshold_uncertainty_score":0.86738825},"labels":[],"label_agreement":null},{"id":"W2588442545","doi":"10.1016/j.brs.2017.01.389","title":"Safety, feasibility, and efficacy of rTMS for major depression in borderline personality disorder: A 2-case report","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Borderline personality disorder; Impulsivity; Psychology; Mood; Depression (economics); Major depressive disorder; Psychiatry; Clinical psychology; Impulse control; Antidepressant; Cognition; Mood swing; Anxiety","score_opus":0.055450688398399575,"score_gpt":0.4023228132382684,"score_spread":0.34687212483986885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588442545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98772043,0.00059702044,0.0059631243,0.0020060576,0.00021957082,0.0010230188,0.00013425182,0.00002445793,0.0023120914],"genre_scores_gemma":[0.9983304,0.0000071957415,0.0008347642,0.000113872775,0.000070402246,0.000049704788,0.00016875136,0.0000195771,0.00040533193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983237,0.0001814299,0.00054878154,0.0005684822,0.00012911398,0.00024854185],"domain_scores_gemma":[0.9980536,0.00060647435,0.0004299349,0.0007553817,0.00008794756,0.000066625216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012790249,0.00016634543,0.00034230464,0.00009385446,0.00029064133,0.00002986045,0.00014548577,0.00021389482,0.00015848767],"category_scores_gemma":[0.0010390132,0.00016446025,0.00009202187,0.00006391427,0.00021009025,0.00012850697,0.000070099675,0.0001321147,0.000002653669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002094399,0.0007046652,0.9504133,0.000080352365,0.000028787623,0.00052660133,0.0018159578,0.00006595602,0.00014597573,0.0012935831,0.00040179736,0.042428665],"study_design_scores_gemma":[0.008363296,0.00015012035,0.9834722,0.00003271956,0.000028191285,0.0010038825,0.0002539955,0.0017668317,0.00000261539,0.0029365043,0.0018174739,0.00017214732],"about_ca_topic_score_codex":0.0023214775,"about_ca_topic_score_gemma":0.0027784274,"teacher_disagreement_score":0.04225652,"about_ca_system_score_codex":0.000025473128,"about_ca_system_score_gemma":0.000026985537,"threshold_uncertainty_score":0.6706494},"labels":[],"label_agreement":null},{"id":"W2588457425","doi":"10.1016/j.brs.2017.01.520","title":"A primer on developing interleaved transcranial magnetic stimulation with functional magnetic resonance imaging capability: the UBC experience.","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial magnetic stimulation; Functional magnetic resonance imaging; Neuroscience; Magnetic resonance imaging; Psychology; Nuclear magnetic resonance; Stimulation; Medicine; Physics; Radiology","score_opus":0.051191186080561994,"score_gpt":0.29436497924056704,"score_spread":0.24317379316000504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588457425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95760214,0.00024265882,0.029912831,0.0075667333,0.00064746744,0.0016062008,0.000019148794,0.00023352024,0.0021692815],"genre_scores_gemma":[0.9962495,0.000007904981,0.0012972726,0.001439535,0.0002517959,0.000162597,0.000006782556,0.000054647197,0.0005299594],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967413,0.0002713582,0.0005666106,0.00096718007,0.00095428835,0.0004992843],"domain_scores_gemma":[0.99702156,0.0014906751,0.00026652086,0.000936761,0.000193365,0.00009109651],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003539762,0.00042100027,0.00031195793,0.00015347483,0.0019979673,0.0004207385,0.0005352907,0.00008621035,0.00036624484],"category_scores_gemma":[0.0014484173,0.000317044,0.000105838255,0.00030241028,0.00085649197,0.00060302846,0.00007491686,0.0002841384,0.0000775864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007941441,0.00054522965,0.16154322,0.0001030279,0.00002164495,0.00007625404,0.018784616,0.065452896,0.27337307,0.016626785,0.0006021189,0.4549297],"study_design_scores_gemma":[0.0036687658,0.00043461946,0.92149335,0.00011655724,0.000037343452,0.000020983445,0.00014580514,0.06805318,0.0015015124,0.0011977917,0.0028911703,0.0004388916],"about_ca_topic_score_codex":0.00010886605,"about_ca_topic_score_gemma":0.00006897263,"teacher_disagreement_score":0.75995016,"about_ca_system_score_codex":0.00013439171,"about_ca_system_score_gemma":0.00010411847,"threshold_uncertainty_score":0.9999282},"labels":[],"label_agreement":null},{"id":"W2588557612","doi":"10.1016/j.brs.2017.01.381","title":"Neurostimulation for the treatment of functional neurological disorders: Novel therapeutic strategy or placebo effect?","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Neurostimulation; Medicine; Placebo; Therapeutic effect; Neuromodulation; Physical medicine and rehabilitation; Intensive care medicine; Surgery; Stimulation; Internal medicine; Alternative medicine","score_opus":0.0884714016029832,"score_gpt":0.3491972061032816,"score_spread":0.26072580450029836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588557612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8803981,0.00015742166,0.1069024,0.006759997,0.00032961922,0.0048002996,0.000017382219,0.0000729621,0.0005618072],"genre_scores_gemma":[0.9980811,0.000026907517,0.00016168202,0.00016999453,0.00015692564,0.00018011399,0.00008658501,0.000014624233,0.0011220776],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99925786,0.00004209173,0.0001751215,0.00021646409,0.00017179157,0.00013666683],"domain_scores_gemma":[0.99775225,0.0016609938,0.00015674146,0.00035736087,0.000040799747,0.000031842595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017377344,0.00014828055,0.0001878682,0.000044613276,0.00033874574,0.00004109381,0.000061794395,0.00005785617,0.00005446134],"category_scores_gemma":[0.0002025878,0.00007787015,0.00012543298,0.000039631486,0.00007374262,0.00008530044,0.000011266829,0.000033562636,0.000004845681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025547732,0.002967402,0.28228348,0.00012319264,0.00066786655,0.0000070771875,0.00017171937,0.13626784,0.0032239284,0.002807198,0.00037098574,0.5455616],"study_design_scores_gemma":[0.009209024,0.004583677,0.6708977,0.0000070951783,0.00025666412,0.0000014893956,0.0000043107834,0.31253275,0.00004581134,0.0002618673,0.0021486992,0.00005090903],"about_ca_topic_score_codex":0.000017276829,"about_ca_topic_score_gemma":0.000022075516,"teacher_disagreement_score":0.54551065,"about_ca_system_score_codex":0.000030973333,"about_ca_system_score_gemma":0.000022317437,"threshold_uncertainty_score":0.31754526},"labels":[],"label_agreement":null},{"id":"W2588566532","doi":"10.1016/j.brs.2017.01.551","title":"Deep brain stimulation for treatment resistant depression: challenges in recruitment","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deep brain stimulation; Treatment-resistant depression; Depression (economics); Candidacy; Medicine; Clinical trial; Intervention (counseling); Major depressive disorder; Psychology; Physical medicine and rehabilitation; Internal medicine; Psychiatry; Disease; Parkinson's disease","score_opus":0.2069955294766454,"score_gpt":0.39476144167616967,"score_spread":0.18776591219952427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588566532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586845,0.0019443302,0.002163476,0.028144075,0.00019033441,0.005228967,0.000016493443,0.00009983698,0.0035280115],"genre_scores_gemma":[0.9968396,0.00016534957,0.001301384,0.0004494651,0.00009112818,0.00048083698,0.00012718844,0.000023829845,0.0005212243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876994,0.000063867046,0.00028338804,0.0004506317,0.00018761121,0.00024458463],"domain_scores_gemma":[0.998758,0.0004172079,0.00017016173,0.00051201216,0.000047265155,0.00009530607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018101888,0.000197804,0.0003136051,0.00009445116,0.00026983191,0.00003921532,0.00007181129,0.00013275575,0.00004248993],"category_scores_gemma":[0.00050946145,0.0001496568,0.00010662728,0.000037332054,0.000034530625,0.00013122601,0.000028980676,0.000044701184,0.000011167569],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006282144,0.002175627,0.15406628,0.0001276951,0.00013745495,0.00013549415,0.00080115633,0.005999922,0.002898694,0.0014648619,0.0005307601,0.8253799],"study_design_scores_gemma":[0.011741176,0.001982909,0.9348537,0.00009111046,0.000067509995,0.0000022369002,0.000040059622,0.03954193,0.00021982951,0.0075508463,0.00375729,0.00015143615],"about_ca_topic_score_codex":0.00004138132,"about_ca_topic_score_gemma":0.0002466396,"teacher_disagreement_score":0.82522845,"about_ca_system_score_codex":0.00016293806,"about_ca_system_score_gemma":0.00002767956,"threshold_uncertainty_score":0.6102827},"labels":[],"label_agreement":null},{"id":"W2588591248","doi":"10.1016/j.brs.2017.01.210","title":"Using EVestG for quantitative measurement of rTMS efficacy","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Major depressive disorder; Psychology; Medicine; Physical medicine and rehabilitation; Clinical psychology","score_opus":0.3062456514539833,"score_gpt":0.43754813925194086,"score_spread":0.13130248779795756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588591248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786739,0.000055135086,0.019128095,0.00087285903,0.000056574627,0.00066450535,0.0000060116754,0.000011441193,0.0005314763],"genre_scores_gemma":[0.99289906,0.0000010557845,0.0068806945,0.0001312194,0.00001732425,0.000006659587,0.000008955931,0.0000069548028,0.00004806007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995109,0.000015506932,0.00012128915,0.0001179157,0.0001571605,0.00007724344],"domain_scores_gemma":[0.99943584,0.00010326491,0.0001274522,0.00016930973,0.00013496687,0.00002916531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013092074,0.00005876939,0.00013569939,0.000025408426,0.00012044024,0.0000095183905,0.000032912143,0.00003192172,0.000009885561],"category_scores_gemma":[0.001052973,0.00004558177,0.000057840596,0.000014285572,0.00003847219,0.000049881244,0.000011308147,0.000022752567,0.000002242456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008403258,0.0042936467,0.47574282,0.00049470284,0.00075485714,0.000033756445,0.0010374903,0.014411574,0.3862696,0.018086242,0.0016122544,0.088859804],"study_design_scores_gemma":[0.00513313,0.00091449433,0.9585316,0.00006287987,0.000105187784,5.77546e-7,0.0000078267485,0.029431602,0.0017149112,0.0038863097,0.0001531171,0.000058323203],"about_ca_topic_score_codex":0.000029534644,"about_ca_topic_score_gemma":0.0000037196462,"teacher_disagreement_score":0.4827888,"about_ca_system_score_codex":0.000020106618,"about_ca_system_score_gemma":0.000021475827,"threshold_uncertainty_score":0.18587707},"labels":[],"label_agreement":null},{"id":"W2588623241","doi":"10.1016/j.brs.2017.01.384","title":"Intervention induced intra-cortical plasticity in hemiparetic children with perinatal stroke","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroplasticity; Neuromodulation; Stroke (engine); Brain stimulation; Physical medicine and rehabilitation; Neuroscience; Medicine; Intervention (counseling); Motor cortex; Transcranial magnetic stimulation; Neurophysiology; Cerebral palsy; Psychology; Stimulation; Psychiatry","score_opus":0.01958656770408892,"score_gpt":0.2996890445875068,"score_spread":0.2801024768834179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588623241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966572,0.0000060136595,0.0012410632,0.0006707814,0.000045708253,0.00046424137,0.0000060563884,0.000030450088,0.00087848323],"genre_scores_gemma":[0.9994356,9.965697e-7,0.00013908192,0.00013609786,0.000055623972,0.0000145473905,0.0000595664,0.000012138485,0.0001463301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992032,0.000026760066,0.00019799628,0.00021244372,0.00019238242,0.00016718854],"domain_scores_gemma":[0.99956137,0.000047594476,0.000093743925,0.00019870023,0.00003270364,0.00006587985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011357685,0.000109165274,0.00016323116,0.000079843885,0.00012324302,0.000044416433,0.00006910008,0.00007375243,0.00014671343],"category_scores_gemma":[0.00049030496,0.0000950379,0.000045887537,0.000041690808,0.00006506991,0.00018499335,0.000034431832,0.0001923169,0.00001083802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005793316,0.00021248731,0.97833425,0.000032434797,0.000041201187,0.00000922054,0.00017258558,0.000253817,0.00467974,0.00036052585,0.000031602747,0.015292834],"study_design_scores_gemma":[0.0048241587,0.00046314433,0.9871456,0.00014370478,0.00003313845,0.000008708478,0.000048062317,0.0055825133,0.0015501853,0.00008357072,0.000012441984,0.000104775696],"about_ca_topic_score_codex":0.0002413058,"about_ca_topic_score_gemma":0.00039610654,"teacher_disagreement_score":0.015188058,"about_ca_system_score_codex":0.000054906486,"about_ca_system_score_gemma":0.000025110246,"threshold_uncertainty_score":0.3875533},"labels":[],"label_agreement":null},{"id":"W2588671225","doi":"10.1016/j.brs.2017.01.038","title":"GABAAergic and glutamatergic functions as measured by paired TMS paradigms combined with EEG from the dorsolateral prefrontal cortex in patients with schizophrenia","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glutamatergic; Dorsolateral prefrontal cortex; Transcranial magnetic stimulation; Neuroscience; Schizophrenia (object-oriented programming); Dorsolateral; Prefrontal cortex; Psychology; Electroencephalography; Facilitation; Stimulation; Medicine; Cognition; Psychiatry; Glutamate receptor; Internal medicine","score_opus":0.015723817026442356,"score_gpt":0.22349421724050234,"score_spread":0.20777040021405999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588671225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952401,0.000022630591,0.00016370669,0.0031791045,0.00020682633,0.00082509895,0.00011863029,0.00008316532,0.00016073357],"genre_scores_gemma":[0.99884087,0.0000015798411,0.00005956646,0.0006145729,0.00003864888,0.00006641295,0.00007895165,0.000030723706,0.000268668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981681,0.00019579766,0.000216852,0.00063444185,0.0004948832,0.00028993053],"domain_scores_gemma":[0.9976759,0.0014569086,0.00023296445,0.0004989445,0.00005933025,0.00007596305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001757876,0.00026588677,0.00024622306,0.000056966346,0.0010781892,0.00027787712,0.00021851702,0.000072919116,0.000026884332],"category_scores_gemma":[0.0011841358,0.00017463046,0.000028399425,0.00011447018,0.00032536025,0.0006723247,0.000097193006,0.00018472003,0.00002132843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01094614,0.0003552655,0.96643424,0.000010933436,0.00007469272,0.000012037494,0.00076355686,0.0019550133,0.015736891,0.0002504808,0.0022568405,0.0012039186],"study_design_scores_gemma":[0.007312288,0.0007039308,0.98589474,0.00005898378,0.000026813941,0.0000031980371,0.000030719737,0.004752474,0.00021264328,0.00046248184,0.00029294746,0.00024877742],"about_ca_topic_score_codex":0.00051560096,"about_ca_topic_score_gemma":0.0010749717,"teacher_disagreement_score":0.019460512,"about_ca_system_score_codex":0.00008714503,"about_ca_system_score_gemma":0.0000459374,"threshold_uncertainty_score":0.8292669},"labels":[],"label_agreement":null},{"id":"W2588673783","doi":"10.1016/j.brs.2017.01.563","title":"Mesoscale cortical mapping reveals region-specific and frequency-dependent changes in a mouse model of electroconvulsive therapy","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Electroconvulsive therapy; Depression (economics); Neuroscience; Psychology; Medicine","score_opus":0.10245264377950758,"score_gpt":0.3002617131696852,"score_spread":0.19780906939017762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588673783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866873,0.00011265305,0.0052987095,0.00687712,0.00006004046,0.00049303664,0.000011983582,0.00003365335,0.0004254811],"genre_scores_gemma":[0.9982074,0.0002119302,0.00036355853,0.0007546804,0.000050294868,0.00004596514,0.0000012378932,0.000015382106,0.00034956218],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987349,0.00013673575,0.00021784466,0.00043826748,0.00026222834,0.00021000953],"domain_scores_gemma":[0.9972067,0.0021393632,0.0002113642,0.00034409942,0.000058838683,0.000039616734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032065017,0.00013573356,0.0002254297,0.00014164812,0.00032187282,0.00005207729,0.0001579682,0.00007071443,0.0000071827067],"category_scores_gemma":[0.003065367,0.00013288406,0.000030591356,0.00005989385,0.00019432843,0.00026123167,0.00007890129,0.0001460865,0.0000032167677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104907136,0.000055594282,0.01333797,0.000012937109,0.0000052386054,0.000004445739,0.000670002,0.00097753,0.97687954,0.005705528,0.00014942895,0.0020968777],"study_design_scores_gemma":[0.0038249877,0.00046459248,0.27133614,0.000106917105,0.000006955136,0.000021391192,0.00018681418,0.121587016,0.55096614,0.050781347,0.00014150937,0.0005761912],"about_ca_topic_score_codex":0.000029983123,"about_ca_topic_score_gemma":0.00008510843,"teacher_disagreement_score":0.4259134,"about_ca_system_score_codex":0.00006384359,"about_ca_system_score_gemma":0.0000229683,"threshold_uncertainty_score":0.5418855},"labels":[],"label_agreement":null},{"id":"W2588747453","doi":"10.1016/j.brs.2017.01.454","title":"Effects of transcranial direct current stimulation (tDCS) over right posterior parietal cortex (PPC) on attention function in healthy young adults","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial direct-current stimulation; Posterior parietal cortex; Neuroscience; Psychology; Stimulation; Transcranial alternating current stimulation; Transcranial magnetic stimulation","score_opus":0.05334005651116352,"score_gpt":0.3647493556716468,"score_spread":0.31140929916048327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588747453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604726,0.000040447696,0.00013939143,0.00034318876,0.0020955133,0.0009974709,0.000019216339,0.00005943469,0.00025806035],"genre_scores_gemma":[0.9995293,0.000016196904,0.0000057792204,0.00015421942,0.00014037814,0.000035330442,0.000022113561,0.00001768715,0.00007901274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99817485,0.00021141379,0.00042484317,0.0005708488,0.0003583403,0.00025971854],"domain_scores_gemma":[0.9989501,0.00029062928,0.0003806948,0.0002765486,0.000046791556,0.00005523931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015464825,0.0002266979,0.00029678288,0.00016071236,0.00040426283,0.00005035745,0.0001440059,0.00011200346,0.00002233771],"category_scores_gemma":[0.00025243743,0.0001942654,0.000115170136,0.00012616465,0.00013703667,0.0004895059,0.00003172371,0.00019821386,0.00001949513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072759762,0.0009624833,0.13778134,0.00017033871,0.0000070995197,0.000018894685,0.00024209889,0.0003335464,0.7955671,0.00009239059,0.00009565014,0.05745311],"study_design_scores_gemma":[0.004464803,0.0013533342,0.97713214,0.00018208487,0.000037403188,0.0000023942443,0.0000035806434,0.0031074665,0.01330635,0.00016262013,0.000062573235,0.00018521816],"about_ca_topic_score_codex":0.00011372299,"about_ca_topic_score_gemma":0.00017785518,"teacher_disagreement_score":0.8393508,"about_ca_system_score_codex":0.00007459113,"about_ca_system_score_gemma":0.000011422352,"threshold_uncertainty_score":0.7921913},"labels":[],"label_agreement":null},{"id":"W2588793468","doi":"10.1016/j.brs.2017.01.386","title":"Robotic TMS mapping of motor cortex in the developing brain","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Motor cortex; Neuroscience; Neurophysiology; Motor area; Psychology; Computer science; Neuroplasticity; Brain mapping; Physical medicine and rehabilitation; Medicine; Stimulation","score_opus":0.09856461757003872,"score_gpt":0.3310324978385268,"score_spread":0.23246788026848808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588793468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524537,0.000026545427,0.03331469,0.011077886,0.00026858426,0.0007108865,0.0000051268503,0.00004344209,0.0020991547],"genre_scores_gemma":[0.997257,0.0000036139436,0.0014593187,0.0010208434,0.000060038077,0.000018296054,0.0000013090487,0.0000124590915,0.00016709993],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985944,0.0001770564,0.00037817858,0.00028761433,0.00035704914,0.00020569551],"domain_scores_gemma":[0.9972006,0.0020458156,0.00025331782,0.00043099295,0.000048574595,0.000020670412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047044852,0.00013040607,0.00019850304,0.00013219973,0.0004077448,0.00009006052,0.00042895932,0.000053910993,0.00002381972],"category_scores_gemma":[0.00433284,0.00010746604,0.000051945335,0.00021351385,0.000179134,0.0002395136,0.000060442606,0.00010201053,0.000018139504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009338488,0.00007821076,0.02780632,0.00007808371,0.000007296063,0.000015464302,0.005148403,0.019930582,0.91860294,0.017540384,0.00025028535,0.010448656],"study_design_scores_gemma":[0.000950955,0.000044718854,0.9574095,0.00006409088,0.0000047418757,0.0000033156327,0.00008677712,0.038401004,0.00031260608,0.0021841237,0.00041719494,0.00012096086],"about_ca_topic_score_codex":0.00007746677,"about_ca_topic_score_gemma":0.00004049923,"teacher_disagreement_score":0.9296032,"about_ca_system_score_codex":0.000030692874,"about_ca_system_score_gemma":0.00003519741,"threshold_uncertainty_score":0.51871276},"labels":[],"label_agreement":null},{"id":"W2588912904","doi":"10.1016/j.brs.2017.01.553","title":"Open label trial of rTMS for treatment resistant depression in youth","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Major depressive disorder; Depression (economics); Treatment-resistant depression; Open label; Intervention (counseling); Incidence (geometry); Psychology; Medicine; Psychiatry; Clinical psychology; Randomized controlled trial; Stimulation; Neuroscience; Internal medicine; Mood","score_opus":0.25306093310382355,"score_gpt":0.41786864582777256,"score_spread":0.164807712723949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588912904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99191636,0.000014482639,0.0016802391,0.0005562416,0.00024973747,0.0027648748,0.00011186908,0.000022125394,0.0026840747],"genre_scores_gemma":[0.9982907,0.000005923044,0.0011446346,0.000045371056,0.00005972721,0.00010634551,0.000009187663,0.00001414016,0.00032392703],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988717,0.000086753906,0.00035231299,0.00034492466,0.00019072149,0.00015359547],"domain_scores_gemma":[0.99840313,0.0008267622,0.0002683728,0.0004261144,0.000044229608,0.000031366773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025398764,0.000120208315,0.0002629417,0.000077872835,0.0003068645,0.0001022549,0.0003511965,0.00005722515,0.0000124963535],"category_scores_gemma":[0.00206626,0.00010236202,0.000041013554,0.00007111935,0.00007880333,0.00025344294,0.00009389033,0.000022896293,0.0000029664134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18140434,0.0020325223,0.009644973,0.000054177475,0.0000198095,0.0000062103964,0.004943184,0.008146225,0.72004604,0.004460199,0.00012012926,0.06912218],"study_design_scores_gemma":[0.4299359,0.0040462553,0.49572128,0.00017235403,0.00007731051,5.023054e-7,0.00011253596,0.03764313,0.02560133,0.0054853237,0.0007920038,0.00041209307],"about_ca_topic_score_codex":0.00030782627,"about_ca_topic_score_gemma":0.0001259442,"teacher_disagreement_score":0.6944447,"about_ca_system_score_codex":0.00004729791,"about_ca_system_score_gemma":0.000036751277,"threshold_uncertainty_score":0.4174202},"labels":[],"label_agreement":null},{"id":"W2594827953","doi":"10.1016/j.brs.2017.02.012","title":"Influence of inter-train interval on the plastic effects of rTMS","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; National Institutes of Health; National Institute for Health and Care Research; BrainsWay","keywords":"Transcranial magnetic stimulation; Excitatory postsynaptic potential; Disinhibition; Inhibitory postsynaptic potential; Neuroscience; Psychology; Silent period; Neuroplasticity; Stimulation; Audiology; Medicine","score_opus":0.035100462528508077,"score_gpt":0.30452336269672875,"score_spread":0.2694229001682207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594827953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950765,0.0000048894085,0.002796232,0.00066432497,0.00019163809,0.00039817375,0.000030399837,0.000026722335,0.0008111667],"genre_scores_gemma":[0.9995882,0.000001363871,0.00006581319,0.00020478248,0.000032844582,0.000017442222,8.870711e-7,0.000011453528,0.00007720263],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989064,0.0001403147,0.00030995806,0.00022656388,0.00028375554,0.00013306165],"domain_scores_gemma":[0.98975116,0.009351264,0.0003381812,0.00046191146,0.00007118767,0.000026283844],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00016823859,0.0001268869,0.0001975604,0.00007543516,0.0002075671,0.000030127469,0.00038668912,0.000044298806,0.00006179923],"category_scores_gemma":[0.019388279,0.000092435424,0.00006922295,0.000094537005,0.0004219789,0.00014575718,0.00007850502,0.00009813767,0.000023776287],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033093058,0.00013676124,0.004637959,0.00015337161,0.000014991602,0.0000034655486,0.0015171921,0.08533437,0.89239335,0.008977058,0.00033892074,0.0061616204],"study_design_scores_gemma":[0.00093895564,0.00043665367,0.9325771,0.00029723023,0.000016117943,9.2602994e-7,0.000012617946,0.013523191,0.05059513,0.0014181738,0.00008407695,0.00009983023],"about_ca_topic_score_codex":0.00002564937,"about_ca_topic_score_gemma":0.0000058357227,"teacher_disagreement_score":0.9279391,"about_ca_system_score_codex":0.000013099175,"about_ca_system_score_gemma":0.000014930648,"threshold_uncertainty_score":0.9888718},"labels":[],"label_agreement":null},{"id":"W2599325905","doi":"10.1016/j.brs.2017.03.009","title":"Modulation of iTBS after-effects via concurrent directional TDCS: A proof of principle study","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Proof of concept; Modulation (music); Psychology; Neuroscience; Computer science; Physical medicine and rehabilitation; Medicine; Physics; Acoustics","score_opus":0.04462712755862609,"score_gpt":0.34436751076414535,"score_spread":0.29974038320551927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599325905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96100235,0.000028527507,0.036305606,0.000109585315,0.0004636207,0.0016455901,0.000021296783,0.000045518,0.00037791562],"genre_scores_gemma":[0.9993547,9.397954e-7,0.00032431047,0.000021033271,0.00007453006,0.00010771713,0.0000032458208,0.0000177518,0.0000957621],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981543,0.00018658524,0.0005122814,0.00039302188,0.0005918127,0.00016203617],"domain_scores_gemma":[0.9979917,0.00078967126,0.00053074065,0.00045151156,0.00019087756,0.000045545945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026347424,0.00017180466,0.00031216713,0.00014133843,0.00025437033,0.000032234508,0.00019504152,0.000057285808,0.00004985785],"category_scores_gemma":[0.0019451154,0.00016938377,0.00008569122,0.00015530552,0.00019730003,0.00030199072,0.00008991614,0.000077016644,0.0000054868096],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006536271,0.001743431,0.2576227,0.0002581413,0.000044762568,0.0000064981623,0.002527133,0.05314012,0.63274366,0.0009681634,0.000018355251,0.050273396],"study_design_scores_gemma":[0.0022689132,0.0005500092,0.89721626,0.000051335508,0.000034275916,0.0000011699391,0.000010452051,0.07764145,0.021462185,0.0005738926,0.00005645893,0.00013357394],"about_ca_topic_score_codex":0.00005305192,"about_ca_topic_score_gemma":0.000028808707,"teacher_disagreement_score":0.6395936,"about_ca_system_score_codex":0.000035139175,"about_ca_system_score_gemma":0.000030810883,"threshold_uncertainty_score":0.69072694},"labels":[],"label_agreement":null},{"id":"W2603801552","doi":"10.1016/j.brs.2017.03.007","title":"Repetitive transcranial magnetic stimulation reduces anxiety symptoms, drug cravings, and elevates 1 H-MRS brain metabolites: A case report","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval","funders":"","keywords":"Transcranial magnetic stimulation; Anxiety; Stimulation; Brain stimulation; Psychology; Transcranial alternating current stimulation; Drug; Neuroscience; Medicine; Pharmacology; Psychiatry","score_opus":0.02605465133024697,"score_gpt":0.28981776992773284,"score_spread":0.26376311859748586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603801552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63222325,0.0015482102,0.0017459587,0.35383186,0.0020264063,0.0046527395,0.00093382207,0.00095575326,0.0020820273],"genre_scores_gemma":[0.9238362,0.00011220721,0.0010824712,0.06337069,0.003206947,0.00022190566,0.0005004093,0.00026426022,0.007404932],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99190545,0.0010244739,0.0017291222,0.002761218,0.0015314149,0.0010483133],"domain_scores_gemma":[0.9910989,0.0053917645,0.0013858696,0.0014164386,0.00048141068,0.00022562689],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001141149,0.0012798725,0.0013572352,0.00068651006,0.0015888842,0.00080753234,0.00056246563,0.0010660478,0.00030978047],"category_scores_gemma":[0.0057763592,0.0013300885,0.0004102274,0.0005267223,0.00086091744,0.000944206,0.0001613215,0.0016776894,0.00004868817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016791786,0.0006080444,0.0051589836,0.001957116,0.0005790486,0.12399299,0.017241342,0.007025358,0.30161834,0.0011405513,0.47626737,0.06273168],"study_design_scores_gemma":[0.020191561,0.0017673408,0.09308012,0.0019537641,0.004188071,0.06904218,0.00046907002,0.06927691,0.007380652,0.009692738,0.7138257,0.009131914],"about_ca_topic_score_codex":0.0005595915,"about_ca_topic_score_gemma":0.0000544483,"teacher_disagreement_score":0.2942377,"about_ca_system_score_codex":0.00015507446,"about_ca_system_score_gemma":0.00022335828,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W2604625130","doi":"10.1016/j.brs.2017.03.006","title":"First clinical use of epidural stimulation in catatonia","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Catatonia; Lorazepam; Electroconvulsive therapy; Schizophrenia (object-oriented programming); Psychology; Anxiety; Guideline; Lurasidone; Psychiatry; Autism; Medicine; Antipsychotic","score_opus":0.11873729345735744,"score_gpt":0.4009540711226009,"score_spread":0.28221677766524345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604625130","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40005192,0.0004254666,0.000722958,0.5954158,0.00058034586,0.0024332635,0.00006439835,0.00009775968,0.00020813153],"genre_scores_gemma":[0.7939474,0.00015054781,0.00258997,0.19226727,0.0040457565,0.00007052258,0.002137692,0.0001601897,0.0046306876],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972997,0.00023621088,0.0010917183,0.0005354088,0.00046915773,0.00036784372],"domain_scores_gemma":[0.9952736,0.0026625965,0.00086042687,0.00081857515,0.00033494105,0.00004985689],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005763026,0.00035146117,0.0010689094,0.00036394817,0.00011325926,0.000031860855,0.00015890683,0.00082306605,0.00005547253],"category_scores_gemma":[0.0029376252,0.0003351684,0.0002470638,0.00014292066,0.00023160408,0.00024417826,0.000062395564,0.0012563927,0.00003028828],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059971167,0.000117496704,0.37502897,0.0004119487,0.00023642198,0.00021608881,0.00025480284,0.0016746569,0.0001508762,0.000013961453,0.61799014,0.00330491],"study_design_scores_gemma":[0.0032378663,0.00049718464,0.8162161,0.0006614787,0.00017014622,0.000016502545,0.0000027445103,0.00952277,0.000040788498,0.0002212153,0.1691143,0.00029889928],"about_ca_topic_score_codex":0.00030684675,"about_ca_topic_score_gemma":0.00018208101,"teacher_disagreement_score":0.44887584,"about_ca_system_score_codex":0.00019904964,"about_ca_system_score_gemma":0.00015648702,"threshold_uncertainty_score":0.99991006},"labels":[],"label_agreement":null},{"id":"W2615988866","doi":"10.1016/j.brs.2017.05.007","title":"Efficacy of transcranial direct current stimulation over primary motor cortex (anode) and contralateral supraorbital area (cathode) on clinical pain severity and mobility performance in persons with knee osteoarthritis: An experimenter- and participant-blinded, randomized, sham-controlled pilot clinical study","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Transcranial direct-current stimulation; Osteoarthritis; Physical medicine and rehabilitation; Physical therapy; Medicine; McGill Pain Questionnaire; Brief Pain Inventory; Rating scale; Quantitative sensory testing; Primary motor cortex; Psychology; Chronic pain; Motor cortex; Visual analogue scale; Stimulation; Internal medicine; Sensory system","score_opus":0.11795706423321392,"score_gpt":0.38929900830096115,"score_spread":0.27134194406774725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615988866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99253637,0.00014357021,0.00037687572,0.000099571815,0.00021776736,0.0064396076,0.00006759545,0.000065311164,0.000053342734],"genre_scores_gemma":[0.99930096,0.00004666455,0.00016687693,0.000097128264,0.000100939746,0.00023433058,0.000010889508,0.000033082928,0.000009113201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934974,0.0027813152,0.0016478181,0.001146446,0.0005401381,0.0003868864],"domain_scores_gemma":[0.99134845,0.007220644,0.00059708976,0.00052109524,0.00009586695,0.00021687445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004273534,0.000440883,0.0016963574,0.000150617,0.0004404468,0.00018462208,0.00015775334,0.00013747778,0.000014942869],"category_scores_gemma":[0.0033654938,0.00036445673,0.00012948639,0.00010150872,0.0011686671,0.0007106634,0.00006148626,0.0003684832,5.103506e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3517391,0.0037057584,0.61531734,0.00005947263,0.00006009752,0.000010342417,0.002738649,0.0005991997,0.004573628,0.000022823458,0.0000010015539,0.021172615],"study_design_scores_gemma":[0.27300027,0.0074763163,0.6375695,0.000104279585,0.00013705793,0.000002617556,0.00006415983,0.081376836,0.0000124450435,0.00001797203,0.0000015194054,0.00023703241],"about_ca_topic_score_codex":0.000094595525,"about_ca_topic_score_gemma":0.00015413536,"teacher_disagreement_score":0.08077764,"about_ca_system_score_codex":0.000031588126,"about_ca_system_score_gemma":0.000067583795,"threshold_uncertainty_score":0.99988073},"labels":[],"label_agreement":null},{"id":"W2711064346","doi":"10.1016/j.brs.2017.04.049","title":"Increasing pain inhibition by working memory with anodal transcranial direct current stimulation of the left dorsolateral prefrontal cortex","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Transcranial direct-current stimulation; Dorsolateral prefrontal cortex; Working memory; Nociception; Psychology; Neuroscience; Stimulation; Physical medicine and rehabilitation; Audiology; Medicine; Cognition; Prefrontal cortex; Internal medicine","score_opus":0.027204418764817138,"score_gpt":0.26868015481871255,"score_spread":0.2414757360538954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2711064346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837328,0.00006605622,0.0129556125,0.00050088944,0.00045759432,0.0010712136,0.00005354368,0.00011174255,0.001050513],"genre_scores_gemma":[0.9992131,0.000005177693,0.00033038112,0.00012321574,0.00016696403,0.000015831534,0.000021847103,0.000041733845,0.00008175595],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971154,0.0007013718,0.00053809216,0.00056817237,0.00074640877,0.00033060755],"domain_scores_gemma":[0.9977072,0.0010395035,0.0005575945,0.00052354904,0.000100431644,0.00007175239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007266393,0.00031029145,0.00033616278,0.000098468605,0.0011324119,0.00017913642,0.00029179102,0.00010520567,0.000053389358],"category_scores_gemma":[0.0011244596,0.00024149814,0.00012830406,0.00016514603,0.00041229313,0.0005684762,0.00006579712,0.00022622602,0.0000040412374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011645897,0.0001671999,0.068121396,0.000053659856,0.000013982872,0.0000025014417,0.0015111249,0.017018182,0.8868717,0.00007733877,0.00008170444,0.024916597],"study_design_scores_gemma":[0.0038905113,0.0002559378,0.9049927,0.00034456025,0.000070339964,0.000011591643,0.000026269085,0.07807016,0.0115108155,0.00023271634,0.00024981186,0.00034457527],"about_ca_topic_score_codex":0.00019145879,"about_ca_topic_score_gemma":0.00011805512,"teacher_disagreement_score":0.8753609,"about_ca_system_score_codex":0.00008745572,"about_ca_system_score_gemma":0.000054556665,"threshold_uncertainty_score":0.9848008},"labels":[],"label_agreement":null},{"id":"W2725665926","doi":"10.1016/j.brs.2017.07.001","title":"Safety of transcranial direct current stimulation: Evidence based update 2016","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute for Health and Care Research","keywords":"Transcranial direct-current stimulation; Current (fluid); Medicine; Neuroscience; Physical medicine and rehabilitation; Transcranial alternating current stimulation; Brain stimulation; Stimulation; Transcranial magnetic stimulation; Psychology; Engineering; Electrical engineering","score_opus":0.09188251880026706,"score_gpt":0.33626825493200674,"score_spread":0.2443857361317397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725665926","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058654435,0.004213556,0.11403926,0.8513066,0.008377255,0.0072185136,0.0024563486,0.0010919641,0.005431021],"genre_scores_gemma":[0.9095921,0.00038154097,0.0011346177,0.08276699,0.00413845,0.000115932555,0.0003498317,0.00020727888,0.0013132605],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99379635,0.00086798496,0.0014356817,0.0014654323,0.0017648622,0.00066971226],"domain_scores_gemma":[0.98986566,0.0069183297,0.001252099,0.0014430461,0.00041114038,0.00010972841],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006836949,0.0008167525,0.0011477282,0.00050267874,0.0006637303,0.0001725086,0.0009959649,0.0006859189,0.00075945916],"category_scores_gemma":[0.004284675,0.0008055978,0.00051708525,0.00043299055,0.0005948806,0.0007881999,0.00008743785,0.001110322,0.00019024365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028115471,0.0003387384,0.0010584423,0.0018253102,0.000099258315,0.00018033646,0.0005394306,0.14620112,0.047928665,0.00027841225,0.72950965,0.069229096],"study_design_scores_gemma":[0.0070244055,0.00049128727,0.046553764,0.003425753,0.0005262889,0.00000925708,0.0000019355907,0.09484272,0.0019290922,0.00086315826,0.84259266,0.0017396505],"about_ca_topic_score_codex":0.000052118838,"about_ca_topic_score_gemma":0.0000055856094,"teacher_disagreement_score":0.90372664,"about_ca_system_score_codex":0.00015460722,"about_ca_system_score_gemma":0.00038818092,"threshold_uncertainty_score":0.9994395},"labels":[],"label_agreement":null},{"id":"W2735580835","doi":"10.1016/j.brs.2017.07.003","title":"Systematic review of hardware-related complications of Deep Brain Stimulation: Do new indications pose an increased risk?","year":2017,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; University of Toronto; Toronto Western Hospital","funders":"Thai Red Cross Society; King Chulalongkorn Memorial Hospital","keywords":"Deep brain stimulation; Stimulation; Medicine; Brain stimulation; Physical medicine and rehabilitation; Neuroscience; Computer science; Psychology; Internal medicine","score_opus":0.07555922519748481,"score_gpt":0.39248405111905754,"score_spread":0.31692482592157273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735580835","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060916154,0.9887717,0.0015013794,0.00039604335,0.000063666,0.0077878237,0.00027713957,0.00008442939,0.0010569018],"genre_scores_gemma":[0.0047464296,0.9874621,0.0009841977,0.00044552438,0.000054038,0.00029051848,0.0056034694,0.000080907725,0.00033279878],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953646,0.00092096673,0.0023395985,0.00060692435,0.0005442427,0.00022365355],"domain_scores_gemma":[0.99174595,0.001625359,0.004134935,0.001862699,0.0003488595,0.00028220375],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007429466,0.00049868075,0.003320948,0.0003862218,0.00021777986,0.00002903237,0.0003968576,0.0004122049,0.0002652978],"category_scores_gemma":[0.0052036582,0.00038319486,0.0007424686,0.000568819,0.00013463803,0.00017318981,0.000070272006,0.00034807326,0.000069119924],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037331407,0.0011357103,0.00056032755,0.81834143,0.0012012477,0.000009589993,0.000108527485,0.00009352994,0.0000023056175,0.0012420771,0.0010778367,0.17619008],"study_design_scores_gemma":[0.004255636,0.0012080509,0.024719063,0.9209685,0.024394875,0.000062752304,0.000011856891,0.0029470064,6.707591e-7,0.00402697,0.01661474,0.00078987895],"about_ca_topic_score_codex":0.000101883765,"about_ca_topic_score_gemma":0.0000087329145,"teacher_disagreement_score":0.1754002,"about_ca_system_score_codex":0.000096547585,"about_ca_system_score_gemma":0.00038769434,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2735732516","doi":"10.1016/j.brs.2017.06.007","title":"Response to letter to the editor: Safety of transcranial direct current stimulation: Evidence based update 2016","year":2017,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institute of General Medical Sciences; National Institute of Mental Health","keywords":"Transcranial direct-current stimulation; Tolerability; Adverse effect; Brain stimulation; Medicine; Scopus; Clinical trial; Bench to bedside; Psychology; Randomized controlled trial; Transcranial alternating current stimulation; Transcranial magnetic stimulation; Neuroscience; MEDLINE; Stimulation; Pharmacology; Internal medicine; Medical physics; Political science","score_opus":0.06452362425358558,"score_gpt":0.3309937734349549,"score_spread":0.2664701491813693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735732516","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002685972,0.00022935383,0.052083515,0.9296931,0.010303013,0.0037927642,0.00080600654,0.00021572503,0.0001905403],"genre_scores_gemma":[0.45452055,0.000029290293,0.0010707206,0.511837,0.03061851,0.00028938425,0.00008390585,0.0001778157,0.0013728259],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924664,0.002019559,0.0012425104,0.0014648946,0.0020867116,0.00071994803],"domain_scores_gemma":[0.9840307,0.012861453,0.00063754764,0.0018598728,0.00044181652,0.00016857072],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018676668,0.000761118,0.0008810702,0.0005644624,0.0008388709,0.0002448183,0.0014264631,0.00050679815,0.00033437496],"category_scores_gemma":[0.010136078,0.00061661156,0.00039873825,0.0006570377,0.00030573102,0.00047622342,0.00015756175,0.0010380915,0.00052720256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044193147,0.000043445616,0.00004966562,0.00009720874,0.000014946519,0.000020417778,0.00044538698,0.09008437,0.025438035,0.0000069270222,0.87393284,0.0054474375],"study_design_scores_gemma":[0.0017365385,0.0004000956,0.02006414,0.0010135391,0.00012789693,0.0000019518027,0.0000014412907,0.00784629,0.0007140985,0.000043039363,0.96736753,0.0006834657],"about_ca_topic_score_codex":0.000045249504,"about_ca_topic_score_gemma":0.000013095623,"teacher_disagreement_score":0.4518346,"about_ca_system_score_codex":0.00020468025,"about_ca_system_score_gemma":0.00032438638,"threshold_uncertainty_score":0.99962854},"labels":[],"label_agreement":null},{"id":"W2739837301","doi":"10.1016/j.brs.2017.07.011","title":"The reliability of commonly used electrophysiology measures","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust; Medical Research Council; CHDI Foundation","keywords":"Electrophysiology; Transcranial magnetic stimulation; Reliability (semiconductor); Latency (audio); Somatosensory system; Psychology; Sample size determination; Audiology; Sensory system; Somatosensory evoked potential; Evoked potential; Facilitation; Neuroscience; Physical medicine and rehabilitation; Stimulation; Computer science; Statistics; Medicine; Mathematics; Power (physics)","score_opus":0.06205005807219293,"score_gpt":0.3259082897725694,"score_spread":0.2638582317003765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739837301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99177396,0.00002613649,0.0024244466,0.003698367,0.0002195543,0.00034119815,0.000006631234,0.00004940568,0.0014603173],"genre_scores_gemma":[0.9995276,0.000011469482,0.00013774235,0.00011075859,0.000050828417,0.000011497986,7.8396346e-7,0.000009358973,0.0001400163],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987903,0.00022979632,0.0002760366,0.00024420916,0.0002798756,0.00017973164],"domain_scores_gemma":[0.99641955,0.0025125653,0.0002467342,0.0006857112,0.000109107794,0.000026328247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032602975,0.0001007099,0.00016628567,0.000026097152,0.0010449952,0.000056175348,0.0003742376,0.000049618164,0.000013230441],"category_scores_gemma":[0.00695709,0.00007160665,0.00006479373,0.00006994754,0.00054811663,0.00012721335,0.00005797382,0.000089899746,0.000014175433],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002817496,0.00004498617,0.008648615,0.000007874534,0.0000040833165,5.948996e-7,0.00022478061,0.007509001,0.9673231,0.0064247437,0.00020912023,0.009321319],"study_design_scores_gemma":[0.00089523825,0.00017263628,0.95453393,0.0000062302656,0.000010236238,8.050831e-7,0.000007338763,0.012959371,0.017344622,0.011726607,0.0022492623,0.00009373944],"about_ca_topic_score_codex":0.000068488385,"about_ca_topic_score_gemma":0.00004293998,"teacher_disagreement_score":0.94997853,"about_ca_system_score_codex":0.000017527871,"about_ca_system_score_gemma":0.000026278081,"threshold_uncertainty_score":0.83287895},"labels":[],"label_agreement":null},{"id":"W2741269367","doi":"10.1016/j.brs.2017.07.013","title":"Transcutaneous auricular vagal nerve stimulation (taVNS) might be a mechanism behind the analgesic effects of auricular acupuncture","year":2017,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Acupuncture; Analgesic; Stimulation; Auricle; Anesthesia; Randomized controlled trial; Surgery; Internal medicine; Pathology","score_opus":0.10545464347410792,"score_gpt":0.38912042259535795,"score_spread":0.28366577912125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741269367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003727434,0.9536301,0.019163314,0.0011444452,0.0017205722,0.018974429,0.00040735264,0.0004826885,0.0007497045],"genre_scores_gemma":[0.41682178,0.57098067,0.00087046815,0.0005658407,0.0016112439,0.0007616249,0.0014111901,0.00075865403,0.0062185056],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990574,0.002751154,0.0016212108,0.0016885889,0.0024435085,0.0009215205],"domain_scores_gemma":[0.98743325,0.007824053,0.0018297386,0.0022919092,0.00033820214,0.0002828458],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013366702,0.0013421649,0.0025241883,0.00082082173,0.0011203194,0.0004064113,0.0018709355,0.0010790013,0.00021566903],"category_scores_gemma":[0.0054710265,0.0008180529,0.0016970371,0.00098662,0.00035778058,0.0005179516,0.00029309545,0.0012533839,0.00009757137],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022435488,0.00072683877,0.00001993479,0.03165593,0.0006244369,0.0016639599,0.0013913923,0.06136286,0.010451937,0.010409484,0.0018885478,0.8795803],"study_design_scores_gemma":[0.0039236075,0.0012300487,0.00050356454,0.011659642,0.00517314,0.0008006061,0.000015494663,0.12986541,0.0062405257,0.003663069,0.8338012,0.0031236664],"about_ca_topic_score_codex":0.00008095577,"about_ca_topic_score_gemma":0.000020766212,"teacher_disagreement_score":0.8764567,"about_ca_system_score_codex":0.00033894804,"about_ca_system_score_gemma":0.0004759004,"threshold_uncertainty_score":0.99993294},"labels":[],"label_agreement":null},{"id":"W2752921837","doi":"10.1016/j.brs.2017.09.005","title":"Increased left prefrontal brain perfusion after MRI compatible tDCS attenuates momentary ruminative self-referential thoughts","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Arts Research Board, McMaster University; Universiteit Gent; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Natural Science Foundation of China; Fundação de Amparo à Pesquisa do Estado de São Paulo; National Alliance for Research on Schizophrenia and Depression; Brain and Behavior Research Foundation","keywords":"Transcranial direct-current stimulation; Psychology; Prefrontal cortex; Dorsolateral prefrontal cortex; Stimulation; Cognition; Neuroscience; Mood; Rumination; Neuromodulation; Audiology; Medicine; Clinical psychology","score_opus":0.026766406727558638,"score_gpt":0.2942079639278323,"score_spread":0.2674415572002737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752921837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98931915,0.00003634514,0.0032936267,0.0034556976,0.0005853214,0.0010377191,0.00010186708,0.00026778772,0.0019024932],"genre_scores_gemma":[0.99635315,0.00001184257,0.0013581408,0.0006954377,0.00037303974,0.00004936984,0.000054606528,0.000046438825,0.0010579716],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99724156,0.0003186428,0.00047039273,0.00078713265,0.00075324497,0.0004290219],"domain_scores_gemma":[0.9973982,0.0013696793,0.00032551345,0.000635468,0.00013405182,0.0001370714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030697917,0.0003747019,0.00035951092,0.00017295199,0.0012641673,0.00027970626,0.00042606192,0.00014391702,0.00044953154],"category_scores_gemma":[0.00087981636,0.00035584145,0.00012737018,0.000112211346,0.00027886583,0.0008280692,0.00024990985,0.00022448323,0.0001500391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023252717,0.0011256762,0.12200655,0.00014741533,0.00007745884,0.000072088194,0.012676311,0.0050501344,0.84452194,0.0009367948,0.003967509,0.0070928633],"study_design_scores_gemma":[0.0036174033,0.00026875854,0.9266227,0.00007884254,0.00006231669,0.000007865214,0.00007835517,0.051040422,0.014752612,0.0011044607,0.0019247882,0.00044146838],"about_ca_topic_score_codex":0.00020089677,"about_ca_topic_score_gemma":0.00029163557,"teacher_disagreement_score":0.8297693,"about_ca_system_score_codex":0.000120721495,"about_ca_system_score_gemma":0.000050281495,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W2754539598","doi":"10.1016/j.brs.2017.09.009","title":"Short- and long-latency afferent inhibition; uses, mechanisms and influencing factors","year":2017,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":160,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transcranial magnetic stimulation; Neuroscience; Afferent; Latency (audio); Stimulation; Motor cortex; Psychology; Cognition; Computer science","score_opus":0.2107418049115628,"score_gpt":0.3848595914473957,"score_spread":0.17411778653583287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754539598","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024155885,0.9661712,0.005978076,0.00008490811,0.0005002212,0.002498521,0.00014857818,0.0002705724,0.00019205446],"genre_scores_gemma":[0.2799454,0.7194408,0.00019190632,0.00007117124,0.000080170845,0.000047730773,0.000044329732,0.00006531876,0.00011314551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752927,0.00023815552,0.0006562935,0.0008540921,0.000410037,0.00031215872],"domain_scores_gemma":[0.9976322,0.0014183813,0.00035314795,0.00040127628,0.00005621839,0.00013876545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002056101,0.0005485898,0.0010780682,0.00030506053,0.00062357046,0.00028247165,0.0001498954,0.00030289055,0.000052303767],"category_scores_gemma":[0.0011679766,0.00046742064,0.0001475224,0.00017280385,0.00020027271,0.00036109725,0.00016866658,0.00027617151,0.000018814138],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014477177,0.000046127196,0.00043582267,0.003833928,0.000035914552,0.00002560613,0.0004457253,0.00011348075,0.0006524085,0.003007686,0.00003200297,0.99135685],"study_design_scores_gemma":[0.0052449447,0.0012060475,0.36453375,0.035729032,0.0038424411,0.00037682228,0.00010056422,0.004851933,0.00019899178,0.015944676,0.5613124,0.0066584274],"about_ca_topic_score_codex":0.000015225536,"about_ca_topic_score_gemma":0.000013862659,"teacher_disagreement_score":0.9846984,"about_ca_system_score_codex":0.00006783342,"about_ca_system_score_gemma":0.00005355816,"threshold_uncertainty_score":0.99977773},"labels":[],"label_agreement":null},{"id":"W2755534588","doi":"10.1016/j.brs.2017.09.007","title":"Changes in spectroscopic biomarkers after transcranial direct current stimulation in children with perinatal stroke","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Hotchkiss Brain Institute; Alberta Children's Hospital; Alberta Health; University of Calgary","funders":"Alberta Children's Hospital Foundation; Heart and Stroke Foundation of Canada","keywords":"Transcranial direct-current stimulation; Medicine; Stroke (engine); Current (fluid); Stimulation; Physical medicine and rehabilitation; Neuroscience; Internal medicine; Psychology; Physics","score_opus":0.02462963218705329,"score_gpt":0.29487375529877136,"score_spread":0.2702441231117181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755534588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958127,0.00010421825,0.00088846666,0.0008720392,0.00024003845,0.0012633415,0.000063191685,0.00008736732,0.0006686286],"genre_scores_gemma":[0.9992508,0.000027038299,0.00028640075,0.000072172894,0.00013199462,0.00011552506,0.000012001051,0.0000363532,0.00006770767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978293,0.00016264836,0.0003573308,0.0007185415,0.00049472944,0.00043743444],"domain_scores_gemma":[0.99898344,0.00029714298,0.00017269902,0.00043931304,0.00003587233,0.000071534545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023112423,0.0003143344,0.0003351898,0.00040652818,0.00027085593,0.00016899184,0.0002698749,0.00009358794,0.00013395581],"category_scores_gemma":[0.00041109038,0.000298545,0.000056906254,0.0002794118,0.00023405155,0.00049712684,0.00004623778,0.0002114424,0.000020778816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010149647,0.00014922945,0.9380496,0.00002508802,0.000010434694,0.000014865165,0.0006563996,0.0069534946,0.037687715,0.000089378394,0.0000049127607,0.015343913],"study_design_scores_gemma":[0.005856456,0.00026909032,0.9772433,0.00010373584,0.000019842522,0.000003971256,0.000009539762,0.014329572,0.0016639543,0.000096147174,0.00008177632,0.00032261806],"about_ca_topic_score_codex":0.00021026545,"about_ca_topic_score_gemma":0.0017322851,"teacher_disagreement_score":0.03919369,"about_ca_system_score_codex":0.00012102946,"about_ca_system_score_gemma":0.000039489954,"threshold_uncertainty_score":0.99994665},"labels":[],"label_agreement":null},{"id":"W2759480366","doi":"10.1016/j.brs.2017.09.013","title":"Computational human head models of tDCS: Influence of brain atrophy on current density distribution","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Genentech; National Institutes of Health; Servier; U.S. Department of Defense; Eli Lilly and Company; Lundbeckfonden; Eisai; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Cognitive Sciences and Technologies Council; Northern California Institute for Research and Education; Alzheimer's Association; Fujirebio US; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; Novartis Pharmaceuticals Corporation; Bristol-Myers Squibb; Roche; Merck; Alzheimer's Drug Discovery Foundation; IXICO; Takeda Pharmaceutical Company; AbbVie; Fujirebio Europe; Foundation for the National Institutes of Health; GE Healthcare; Alzheimer's Disease Neuroimaging Initiative; Meso Scale Diagnostics","keywords":"Transcranial direct-current stimulation; Atrophy; Neuroscience; Psychology; Cognition; Cerebral cortex; Cognitive impairment; Human brain; Stimulation; Physical medicine and rehabilitation; Medicine; Pathology","score_opus":0.0854371772726993,"score_gpt":0.3643466102690163,"score_spread":0.27890943299631704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759480366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9392973,0.000012814561,0.05913466,0.0006749368,0.00013028862,0.00037503275,0.00015005552,0.00003999359,0.0001848931],"genre_scores_gemma":[0.99950725,0.0000021885164,0.00028167278,0.000079412464,0.000054187516,0.000007155735,0.000041012914,0.000011059433,0.00001605694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983018,0.00012892217,0.0004782936,0.00035350834,0.0005738248,0.00016362673],"domain_scores_gemma":[0.9979174,0.00089504174,0.0004884196,0.00039208282,0.0002579962,0.000049043167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017988001,0.000159894,0.00026285995,0.000086731314,0.0004840487,0.000035684203,0.0002429483,0.000057824545,0.000010972175],"category_scores_gemma":[0.0014884635,0.00016585061,0.00009055807,0.0001274461,0.00037035526,0.0003352968,0.00006945724,0.000108056855,0.000008732146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015084728,0.00014959778,0.0050837183,0.000047103513,0.000003818963,7.233046e-7,0.00022821377,0.8399956,0.116630934,0.03472725,0.000095463525,0.0028866932],"study_design_scores_gemma":[0.0014162919,0.00021064373,0.78520703,0.00009474827,0.00001279077,0.0000010617331,0.000003202653,0.18192513,0.0037550796,0.02717905,0.000059126764,0.0001358186],"about_ca_topic_score_codex":0.00008260353,"about_ca_topic_score_gemma":0.000010533206,"teacher_disagreement_score":0.78012335,"about_ca_system_score_codex":0.000045229102,"about_ca_system_score_gemma":0.000033682874,"threshold_uncertainty_score":0.6763191},"labels":[],"label_agreement":null},{"id":"W2762611248","doi":"10.1016/j.brs.2017.10.005","title":"Deep brain stimulation for stroke: Current uses and future directions","year":2017,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"University Health Network","keywords":"Deep brain stimulation; Stroke (engine); Internal capsule; Physical medicine and rehabilitation; Dystonia; Thalamus; Paresis; Brain stimulation; Medicine; Neuroscience; Basal ganglia; Psychology; Stimulation; Central nervous system; Parkinson's disease; Surgery; Magnetic resonance imaging; White matter; Disease","score_opus":0.11823789241646561,"score_gpt":0.4212139576040519,"score_spread":0.3029760651875863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762611248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011224571,0.99306554,0.0017153943,0.0010034156,0.0005763794,0.0030879222,0.00013935026,0.00009708274,0.00020267632],"genre_scores_gemma":[0.00038162916,0.9953996,0.0004825448,0.00018422182,0.00092389924,0.00029040413,0.0016046193,0.00005836487,0.0006746991],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984955,0.000104211074,0.00042495024,0.0005397445,0.0001999392,0.00023563072],"domain_scores_gemma":[0.9982692,0.0007567946,0.00037985417,0.00037699722,0.00008615861,0.0001309858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014502431,0.00038505337,0.0010189562,0.00019316447,0.00035874508,0.00007780176,0.000072141054,0.00032240234,0.00004148021],"category_scores_gemma":[0.0005410043,0.0002887395,0.0003657348,0.00009886786,0.000052576073,0.00012361689,0.000039039074,0.00023931566,0.000013781198],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005426137,0.0001686388,0.00028470843,0.002667791,0.00011905289,0.000003674958,0.000025547786,0.00001570326,3.048969e-7,0.00014596443,0.0012230971,0.99529123],"study_design_scores_gemma":[0.0016425865,0.00035816952,0.0059846323,0.0010847624,0.001164855,0.00000962228,0.0000030555384,0.0021180182,6.153564e-8,0.0005954306,0.9868138,0.0002250487],"about_ca_topic_score_codex":0.000005468898,"about_ca_topic_score_gemma":0.000012599132,"teacher_disagreement_score":0.9950662,"about_ca_system_score_codex":0.0000701286,"about_ca_system_score_gemma":0.000079195604,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W2765484337","doi":"10.1016/j.brs.2017.10.015","title":"Responders to rTMS for depression show increased fronto-midline theta and theta connectivity compared to non-responders","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":173,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council","keywords":"Transcranial magnetic stimulation; Electroencephalography; Psychology; Alpha (finance); Depression (economics); Mood; Audiology; Neuroscience; Stimulation; Medicine; Psychiatry; Developmental psychology; Psychometrics","score_opus":0.07722010221576724,"score_gpt":0.35536283078872144,"score_spread":0.2781427285729542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765484337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067763,0.000021069458,0.08329447,0.00609403,0.00028109274,0.0023647638,0.00013603283,0.00011743063,0.0009147813],"genre_scores_gemma":[0.9956146,0.0000019578672,0.002149371,0.0014218474,0.00011239713,0.0001198593,0.000012065197,0.000039811286,0.0005281301],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978712,0.00021002795,0.00033527386,0.0008087659,0.00040325694,0.00037142984],"domain_scores_gemma":[0.9956926,0.0030292922,0.00018326465,0.0007213175,0.0001313455,0.00024219388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006093674,0.0002840073,0.00038324035,0.00021839733,0.001128344,0.0002573614,0.00036852117,0.00010030831,0.000039617058],"category_scores_gemma":[0.0072973645,0.0002647264,0.00008327842,0.00015968338,0.00014942477,0.0003611855,0.00017449385,0.00009587506,0.000024038489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007288522,0.00012751155,0.013659601,0.000040888397,0.000019261352,0.000005677624,0.0023634695,0.028259574,0.9370827,0.00046721668,0.0022134015,0.008472194],"study_design_scores_gemma":[0.005447079,0.00031711417,0.8533168,0.00007513604,0.000040750554,0.000003233296,0.000098615914,0.12790826,0.008336121,0.0017204457,0.0023375503,0.00039888668],"about_ca_topic_score_codex":0.00024068609,"about_ca_topic_score_gemma":0.00030375647,"teacher_disagreement_score":0.9287466,"about_ca_system_score_codex":0.00005703552,"about_ca_system_score_gemma":0.00003922644,"threshold_uncertainty_score":0.9999805},"labels":[],"label_agreement":null},{"id":"W2765676238","doi":"10.1016/j.brs.2017.10.009","title":"Electroconvulsive therapy for depression with comorbid borderline personality disorder or post-traumatic stress disorder: A matched retrospective cohort study","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institutes of Health; University of Toronto; Canadian Child Health Clinician Scientist Program; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Weston Brain Institute; Campbell Family Institute for Breast Cancer Research; Centre for Addiction and Mental Health; Australian Federal Police; Fondation Brain Canada; Pfizer; Child and Family Research Institute; Bristol-Myers Squibb; Eli Lilly and Company; Patient-Centered Outcomes Research Institute; Biogen","keywords":"Borderline personality disorder; Electroconvulsive therapy; Depression (economics); Retrospective cohort study; Traumatic stress; Psychology; Psychiatry; Clinical psychology; Cohort; Medicine; Internal medicine; Schizophrenia (object-oriented programming)","score_opus":0.020986162120033788,"score_gpt":0.3391750868158019,"score_spread":0.3181889246957681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765676238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98077506,0.00039589955,0.0050513404,0.0028235505,0.000049042246,0.010506199,0.00006869167,0.00015280042,0.00017739517],"genre_scores_gemma":[0.9961735,0.000084927866,0.00073187996,0.00042922824,0.00016086313,0.0012764168,0.00029302432,0.00009992675,0.00075022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748886,0.00015108443,0.00044798304,0.00077369716,0.00062031264,0.0005180749],"domain_scores_gemma":[0.9969457,0.00046681697,0.0005502476,0.00089535245,0.0010283554,0.00011354465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005117142,0.00046751485,0.0009177268,0.00012318711,0.0011285183,0.000115648014,0.000246404,0.00012633094,0.00012896677],"category_scores_gemma":[0.0007128751,0.000317752,0.00012320002,0.00015714468,0.00019242831,0.00030727015,0.000055085748,0.0003055819,0.000004718155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011778103,0.0018179897,0.9733669,0.00009337344,0.00089317316,0.00001311003,0.0043765353,0.000060811693,0.003045418,0.000031523516,0.000100695965,0.0044223377],"study_design_scores_gemma":[0.01674424,0.009199948,0.9669739,0.00013042822,0.0002687142,0.000016955351,0.0029047693,0.002448573,0.0006455933,0.000120644436,0.00015115473,0.00039508476],"about_ca_topic_score_codex":0.0014316076,"about_ca_topic_score_gemma":0.0066358065,"teacher_disagreement_score":0.015398432,"about_ca_system_score_codex":0.00021821352,"about_ca_system_score_gemma":0.00015347077,"threshold_uncertainty_score":0.99992746},"labels":[],"label_agreement":null},{"id":"W2766561337","doi":"10.1016/j.brs.2017.10.010","title":"Early symptom improvement at 10 sessions as a predictor of rTMS treatment outcome in major depression","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital; Toronto Rehabilitation Institute; University of British Columbia Hospital; University of Toronto; University Health Network","funders":"","keywords":"Depression (economics); Pharmacotherapy; Medicine; Outcome (game theory); Psychology; Internal medicine","score_opus":0.05365947276177331,"score_gpt":0.343440340756882,"score_spread":0.2897808679951087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766561337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956523,0.000022470027,0.00034167952,0.00059160497,0.00024459368,0.00095356914,0.000051840718,0.000064354506,0.0020775653],"genre_scores_gemma":[0.99612755,0.000005965078,0.00019787744,0.00008428498,0.000050976538,0.00008771491,0.000006216496,0.000021957574,0.0034174689],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99823844,0.00008464999,0.00052947755,0.00046838654,0.00042689327,0.00025216778],"domain_scores_gemma":[0.99827147,0.0006581469,0.00034360003,0.00059111597,0.000052421245,0.00008325953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013038752,0.00020943019,0.00029795797,0.00014523373,0.00044334537,0.000054778255,0.00022961247,0.00009363014,0.00035115975],"category_scores_gemma":[0.0012087685,0.00017314914,0.00009345399,0.00010691095,0.0001324868,0.00025555716,0.00014170854,0.00006127053,0.000081157115],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045389918,0.00024684775,0.47163257,0.00002142361,0.000009020667,0.000008811058,0.00095975527,0.002534742,0.5161659,0.000198784,0.00004344077,0.007724791],"study_design_scores_gemma":[0.005367028,0.00052324287,0.96744025,0.00006179292,0.000027405835,0.0000013417118,0.0000137073675,0.0075341933,0.018205369,0.00036974612,0.00029948095,0.00015641772],"about_ca_topic_score_codex":0.00041667244,"about_ca_topic_score_gemma":0.00008277924,"teacher_disagreement_score":0.49796057,"about_ca_system_score_codex":0.00016440784,"about_ca_system_score_gemma":0.0000322012,"threshold_uncertainty_score":0.7060816},"labels":[],"label_agreement":null},{"id":"W2767226627","doi":"10.1016/j.brs.2017.11.002","title":"Number of pulses or number of sessions? An open-label study of trajectories of improvement for once-vs. twice-daily dorsomedial prefrontal rTMS in major depression","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network","funders":"Allergan; National Institutes of Health; H. Lundbeck A/S; Servier; Ontario Mental Health Foundation; Centre for Addiction and Mental Health; Canadian Institutes of Health Research; Sunovion; Pfizer; Ontario Brain Institute; Brain and Behavior Research Foundation; Bristol-Myers Squibb; AstraZeneca; Klarman Family Foundation; St. Jude Medical; Fondation Brain Canada; MagVenture; Toronto General and Western Hospital Foundation; Campbell Institute","keywords":"Depression (economics); Psychology; Prefrontal cortex; Audiology; Physical medicine and rehabilitation; Medicine; Neuroscience; Psychiatry; Cognition","score_opus":0.09966774822849304,"score_gpt":0.4115704295111552,"score_spread":0.31190268128266213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767226627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957414,0.000006511343,0.00076068775,0.000049800637,0.00030770485,0.0026892927,0.00017076575,0.000015714664,0.00025808837],"genre_scores_gemma":[0.9967433,0.0000035024584,0.0028838995,0.000019306206,0.00005012886,0.00014175399,0.000009642314,0.000027823804,0.00012063284],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975434,0.00017406512,0.0010155976,0.0004732614,0.0005773177,0.000216346],"domain_scores_gemma":[0.996944,0.001193264,0.0009815505,0.00057243364,0.00025149,0.00005723854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038891227,0.00021763436,0.00063819764,0.00010267772,0.000194129,0.000035053778,0.0005774991,0.000103719656,0.00012329519],"category_scores_gemma":[0.0018275247,0.0001790278,0.000047470337,0.00020988124,0.00026962574,0.00071224524,0.00022602023,0.00008315038,9.546221e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00799766,0.004462166,0.28714898,0.00020979137,0.000025242723,0.0000015407464,0.005337215,0.0008583028,0.68624943,0.0002014923,0.00003077913,0.0074773896],"study_design_scores_gemma":[0.022673514,0.0028526995,0.90235573,0.00019913194,0.00007066562,0.0000012991192,0.0008198982,0.004543632,0.06569273,0.00057112006,0.000014431878,0.00020511707],"about_ca_topic_score_codex":0.0012229567,"about_ca_topic_score_gemma":0.00072208577,"teacher_disagreement_score":0.6205567,"about_ca_system_score_codex":0.000032922897,"about_ca_system_score_gemma":0.00009264379,"threshold_uncertainty_score":0.73005414},"labels":[],"label_agreement":null},{"id":"W2768690074","doi":"10.1016/j.brs.2017.11.012","title":"Chronic deep brain stimulation in an Alzheimer's disease mouse model enhances memory and reduces pathological hallmarks","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; Toronto Western Hospital","funders":"St. Jude Medical; W. Garfield Weston Foundation","keywords":"Pathological; Neuroscience; Deep brain stimulation; Disease; Stimulation; Alzheimer's disease; Medicine; Psychology; Pathology; Parkinson's disease","score_opus":0.04826946833173632,"score_gpt":0.3400186155050886,"score_spread":0.29174914717335226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768690074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938187,0.0007055797,0.0010119441,0.0033154762,0.00003896471,0.0006953152,0.000010864082,0.00006493825,0.0003382254],"genre_scores_gemma":[0.9981291,0.000040048628,0.0006156633,0.0007621004,0.00009597632,0.000044719713,0.00014209792,0.000018952052,0.00015128338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868846,0.00010666155,0.00025227625,0.00049838785,0.00021512627,0.00023906819],"domain_scores_gemma":[0.99907935,0.00015138698,0.00014082203,0.00038291444,0.00003978525,0.0002057513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019489293,0.00019734315,0.00025779576,0.00008300907,0.0002588039,0.00008210743,0.00009825922,0.00013453155,0.00004394982],"category_scores_gemma":[0.00044557854,0.00015905774,0.0000524128,0.000042261458,0.00014801827,0.00042865434,0.000061770894,0.0001410426,0.000006185294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034823613,0.002010197,0.33441576,0.00009706287,0.00010675831,0.00041927738,0.00090910826,0.30389035,0.052151114,0.00074828597,0.00017442246,0.3015953],"study_design_scores_gemma":[0.0019754777,0.00038266624,0.53613603,0.000019598474,0.000054128115,0.0000010059898,0.000010219772,0.45749825,0.0002772035,0.0035310988,0.0000033286653,0.00011095418],"about_ca_topic_score_codex":0.000023487075,"about_ca_topic_score_gemma":0.00007316475,"teacher_disagreement_score":0.30148435,"about_ca_system_score_codex":0.000040049217,"about_ca_system_score_gemma":0.000047936905,"threshold_uncertainty_score":0.64861864},"labels":[],"label_agreement":null},{"id":"W2769756735","doi":"10.1016/j.brs.2017.11.008","title":"Deep brain stimulation induces antidepressant-like effects in serotonin transporter knockout mice","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Antidepressant; Serotonin transporter; Deep brain stimulation; Serotonin; Neuroscience; Stimulation; Knockout mouse; Transporter; Pharmacology; Medicine; Psychology; Chemistry; Internal medicine; Receptor; Hippocampus; Gene","score_opus":0.02502887367070452,"score_gpt":0.3085355148419356,"score_spread":0.2835066411712311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769756735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924684,0.00011466672,0.0021805526,0.0026480686,0.00016179086,0.0014041098,0.000004391566,0.00007575845,0.00094222545],"genre_scores_gemma":[0.9970045,0.0000072953135,0.0004319701,0.0019477586,0.00006685782,0.000056637473,0.00012733026,0.000029671643,0.0003279402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985513,0.000098626384,0.00032218985,0.00045895905,0.00027495745,0.00029394432],"domain_scores_gemma":[0.99887055,0.00036912027,0.00018180192,0.0004280861,0.00004360563,0.000106833504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018380715,0.00023290618,0.00035438343,0.00013869522,0.00021818031,0.00005939117,0.00012290507,0.00020184599,0.00006858581],"category_scores_gemma":[0.0003596903,0.00019952384,0.000097859076,0.00009810843,0.00008032745,0.00032962242,0.000028960121,0.0002000419,0.000038992817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079446984,0.00066835573,0.925028,0.00014921254,0.000067735265,0.00031294816,0.0005762025,0.0072958516,0.016782932,0.000110765286,0.00033440054,0.047879126],"study_design_scores_gemma":[0.006407077,0.00042086493,0.955663,0.0001134325,0.000060696922,0.000004157852,0.000011188633,0.035033867,0.00059282134,0.0013977076,0.00012365052,0.0001715146],"about_ca_topic_score_codex":0.00015275742,"about_ca_topic_score_gemma":0.00013258001,"teacher_disagreement_score":0.047707614,"about_ca_system_score_codex":0.00003848404,"about_ca_system_score_gemma":0.000023596625,"threshold_uncertainty_score":0.81363463},"labels":[],"label_agreement":null},{"id":"W2773211123","doi":"10.1016/j.brs.2017.12.004","title":"Artifactual hyperpolarization during extracellular electrical stimulation: Proposed mechanism of high-rate neuromodulation disproved","year":2017,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; Fonds de Recherche du Québec-Société et Culture; Fonds de Recherche du Québec - Santé; Boston Scientific Corporation","keywords":"Hyperpolarization (physics); Neuroscience; Neuromodulation; Depolarization; Chemistry; Stimulation; Medicine; Psychology; Internal medicine","score_opus":0.02044418266644879,"score_gpt":0.26396897884709974,"score_spread":0.24352479618065095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773211123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92617303,0.000020930118,0.071473666,0.00076318416,0.00012060105,0.0011511489,0.0000036057452,0.00009592747,0.00019791839],"genre_scores_gemma":[0.9962147,0.0000049534474,0.0021798576,0.00003706555,0.00014690321,0.000014514711,0.00027914994,0.000032861026,0.0010900005],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985305,0.00010376888,0.00041217852,0.0003619756,0.000372388,0.00021915244],"domain_scores_gemma":[0.9986858,0.000111217116,0.00041354148,0.00055737374,0.00014813927,0.00008395099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031802317,0.00019541873,0.00028595055,0.00018203378,0.0003873663,0.00007391017,0.00009546431,0.00011742812,0.000068973044],"category_scores_gemma":[0.00056566653,0.00018431577,0.0000864121,0.00012893781,0.000046905978,0.00040471455,0.00004747505,0.00010588443,0.000023379089],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001417219,0.0010045702,0.1582112,0.00023675534,0.0002422751,0.00007243016,0.00028069326,0.018865973,0.77000284,0.034405604,0.00003702386,0.015223428],"study_design_scores_gemma":[0.0032354277,0.00022840094,0.67209995,0.000038048704,0.0001303755,0.000002678603,0.0000036097547,0.29988918,0.02205876,0.0021769712,0.000018908479,0.00011769968],"about_ca_topic_score_codex":0.000048528338,"about_ca_topic_score_gemma":0.0000045074858,"teacher_disagreement_score":0.74794406,"about_ca_system_score_codex":0.00010020366,"about_ca_system_score_gemma":0.000037825845,"threshold_uncertainty_score":0.7516179},"labels":[],"label_agreement":null},{"id":"W2781618322","doi":"10.1016/j.brs.2017.12.014","title":"Predictors of deep brain stimulation outcome in tremor patients","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Deep brain stimulation; Outcome (game theory); Stimulation; Physical medicine and rehabilitation; Medicine; Brain stimulation; Neuroscience; Psychology; Audiology; Internal medicine; Parkinson's disease; Mathematics","score_opus":0.02720188955791751,"score_gpt":0.3076783042683291,"score_spread":0.28047641471041157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781618322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966873,0.000011893734,0.0007765756,0.00063520565,0.00013650759,0.0006593657,0.0000086955015,0.000042012285,0.001042473],"genre_scores_gemma":[0.99821734,5.976187e-7,0.0003146527,0.0010528892,0.000068305824,0.000009095697,0.00015463063,0.000015891545,0.00016657125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883354,0.00006706066,0.00041762434,0.00024700156,0.0002634491,0.00017134695],"domain_scores_gemma":[0.99929476,0.00022728808,0.000129976,0.00018234717,0.000098777826,0.000066864304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012313243,0.00013085843,0.0002482059,0.00016555782,0.000037103913,0.0000055726896,0.000042665462,0.00010375883,0.0001680861],"category_scores_gemma":[0.0006879031,0.00010747353,0.00006413047,0.00027503585,0.00006386727,0.00009845599,0.000022690272,0.00007274409,0.000029249533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042461703,0.0005279066,0.9872678,0.000020397576,0.000018079229,0.0000038987596,0.00020987961,0.0007678748,0.00030562357,0.000045841647,0.00021851863,0.010189548],"study_design_scores_gemma":[0.0052887197,0.0012625797,0.9629144,0.000019630827,0.00003071491,3.3711157e-7,0.000009828341,0.029371476,0.00008958539,0.00085822825,0.000078233716,0.00007625683],"about_ca_topic_score_codex":0.000024726496,"about_ca_topic_score_gemma":0.000028719349,"teacher_disagreement_score":0.0286036,"about_ca_system_score_codex":0.000048540584,"about_ca_system_score_gemma":0.00001261293,"threshold_uncertainty_score":0.43826434},"labels":[],"label_agreement":null},{"id":"W2782036061","doi":"10.1016/j.brs.2018.01.001","title":"TMS of primary motor cortex with a biphasic pulse activates two independent sets of excitable neurones","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Bio-oriented Technology Research Advancement Institution; Bundesministerium für Bildung und Forschung; M.S.I. Foundation; Biotechnology and Biological Sciences Research Council; Duke University","keywords":"Stimulation; Pulse (music); Waveform; Neuroscience; Chemistry; Phase (matter); Motor cortex; Evoked potential; Physics; Psychology; Optics; Voltage","score_opus":0.034970972154900394,"score_gpt":0.2881941134551317,"score_spread":0.25322314130023127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782036061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426544,0.000027779191,0.003056701,0.0001751806,0.00014573513,0.0006193062,0.000036842524,0.00007012833,0.0016028646],"genre_scores_gemma":[0.99853086,0.0000032575383,0.0009972387,0.00018024673,0.000060447706,0.000016571588,0.000005178726,0.000027873584,0.00017829149],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99830365,0.00012074351,0.0004065564,0.0003930371,0.00055191224,0.0002240734],"domain_scores_gemma":[0.9982549,0.00090199924,0.00029148342,0.00028947263,0.00020861613,0.000053560212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001455672,0.00018565112,0.00031858153,0.00019149807,0.000115146024,0.00001821229,0.00016246407,0.00005075785,0.00014992914],"category_scores_gemma":[0.00039972962,0.00016054387,0.000050962146,0.00052408676,0.0003025725,0.00028204135,0.0000522375,0.00007883468,0.000013072586],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007948132,0.00011337455,0.011534211,0.00005370572,0.0000111621075,0.0000027179483,0.00052767486,0.0018167293,0.9810303,0.0003401803,0.000027943015,0.0037472108],"study_design_scores_gemma":[0.002771943,0.00097587856,0.9346435,0.00005427883,0.000030728264,0.0000061902656,0.000025466601,0.011670071,0.049216278,0.00036936885,0.00007280226,0.00016347655],"about_ca_topic_score_codex":0.000096419106,"about_ca_topic_score_gemma":0.000019557327,"teacher_disagreement_score":0.931814,"about_ca_system_score_codex":0.000029216026,"about_ca_system_score_gemma":0.000059927574,"threshold_uncertainty_score":0.6546789},"labels":[],"label_agreement":null},{"id":"W2782052366","doi":"10.1016/j.brs.2017.12.016","title":"Characterizing the effects of deep brain stimulation with magnetoencephalography: A review","year":2018,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Canada Research Chairs","keywords":"Magnetoencephalography; Deep brain stimulation; Neuroscience; Brain stimulation; Stimulation; Psychology; Medicine; Electroencephalography; Internal medicine","score_opus":0.029031085773145573,"score_gpt":0.32547757195372934,"score_spread":0.2964464861805838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782052366","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000354746,0.99353,0.00038987416,0.00063182384,0.00009879575,0.0046339706,0.000010555125,0.00005834266,0.00029192303],"genre_scores_gemma":[0.002318718,0.99322516,0.00025535407,0.0031032423,0.0001266727,0.00023032416,0.0005761579,0.000054969292,0.000109396235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790025,0.00037011987,0.0006203441,0.00047738018,0.00038319113,0.0002487298],"domain_scores_gemma":[0.99707603,0.0015429102,0.0006551266,0.00053167826,0.00011198911,0.000082260725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027312947,0.00042870478,0.0014379164,0.00015487325,0.000101059624,0.0000166963,0.00013655177,0.000200744,0.00008408592],"category_scores_gemma":[0.00067605206,0.00022274954,0.00042797578,0.00067161163,0.00014511669,0.00008263641,0.000041238254,0.00024293773,0.000028340286],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084341846,0.0002118108,0.0002886422,0.06811205,0.0002818656,0.00004007477,0.00005690001,0.0000027718174,0.000009055555,0.00003653784,0.00073167606,0.93014425],"study_design_scores_gemma":[0.0044571413,0.0083632795,0.026868107,0.20345764,0.0111929,0.00011917393,0.000006632657,0.0007424037,0.000004042307,0.0005853556,0.7432883,0.00091502385],"about_ca_topic_score_codex":0.0000078128905,"about_ca_topic_score_gemma":0.0000032272926,"teacher_disagreement_score":0.92922926,"about_ca_system_score_codex":0.000034305314,"about_ca_system_score_gemma":0.00006384697,"threshold_uncertainty_score":0.9083463},"labels":[],"label_agreement":null},{"id":"W2798008459","doi":"10.1016/j.brs.2018.04.010","title":"Stimulation-induced reversed plus-minus syndrome: Insights into eyelid physiology","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Krembil Foundation; University of Toronto; Hospital for Sick Children; Toronto Western Hospital","funders":"UCB Pharma; University of Toronto; AbbVie Canada; Boston Scientific Corporation; Ipsen; Novartis; Teva Pharmaceutical Industries; Medtronic; Chiesi Farmaceutici; Michael J. Fox Foundation for Parkinson's Research","keywords":"Pedunculopontine nucleus; Deep brain stimulation; Tegmentum; Neuroscience; Stimulation; Brainstem; Pedunculopontine Tegmental Nucleus; Reticular formation; Midbrain; Medicine; Anatomy; Psychology; Parkinson's disease; Central nervous system; Pathology","score_opus":0.03224634293992937,"score_gpt":0.29677520335910057,"score_spread":0.26452886041917123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798008459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80546516,0.00013446299,0.00026423013,0.18969525,0.0008335874,0.0019392276,0.000015826748,0.00024520257,0.0014070721],"genre_scores_gemma":[0.65612215,0.00000882792,0.0003519962,0.33612132,0.0013038255,0.00006170639,0.0025921508,0.00007298467,0.003365039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972467,0.00023158338,0.00056637474,0.00097179343,0.0005373059,0.00044624394],"domain_scores_gemma":[0.99803954,0.0005454912,0.00033801215,0.0007179422,0.00023875637,0.00012025051],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000081862956,0.0005593442,0.000886987,0.0003341844,0.00021299822,0.0000327999,0.0001637684,0.0013517173,0.00092818175],"category_scores_gemma":[0.0003623032,0.00045919564,0.0002598038,0.0003358698,0.0001363097,0.00012848464,0.000086371336,0.0009209312,0.0012250895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058924616,0.00025595588,0.0007285362,0.00034403955,0.00038932482,0.0018249323,0.00034708425,0.00052602094,0.005824446,0.000024790943,0.98745143,0.0016942058],"study_design_scores_gemma":[0.021794466,0.008442859,0.39130902,0.00075703824,0.001525519,0.00014493981,0.000025865063,0.031449933,0.00033618748,0.02798367,0.5140637,0.0021667758],"about_ca_topic_score_codex":0.00006306938,"about_ca_topic_score_gemma":0.000006262786,"teacher_disagreement_score":0.4733877,"about_ca_system_score_codex":0.00023520878,"about_ca_system_score_gemma":0.0001240932,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W2801048375","doi":"10.1016/j.brs.2018.04.020","title":"Subthreshold stochastic vestibular stimulation induces complex multi-planar effects during standing in Parkinson's disease","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Vestibular system; Scopus; Parkinson's disease; Stimulation; Levodopa; Neuroscience; Medicine; Gait; Physical medicine and rehabilitation; Postural instability; Balance (ability); Psychology; Disease; Internal medicine; Biology; MEDLINE","score_opus":0.058467055239499036,"score_gpt":0.36125558919239703,"score_spread":0.302788533952898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801048375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.945489,0.00028524362,0.017860513,0.02812677,0.0019534803,0.005406438,0.0002885681,0.00045917477,0.00013084787],"genre_scores_gemma":[0.95665437,0.000013168604,0.0007503363,0.030665303,0.0047073914,0.00034073164,0.00576734,0.00016999854,0.0009313754],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99447894,0.0014490588,0.001158359,0.0010519909,0.0007790334,0.0010826014],"domain_scores_gemma":[0.99620533,0.001796815,0.0009012317,0.000668569,0.00021100517,0.00021704253],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00093412097,0.0006628464,0.00079366553,0.0007836649,0.00093571394,0.00006333731,0.00032647295,0.0013473466,0.000069047564],"category_scores_gemma":[0.00092310907,0.0007130631,0.00012966576,0.0004983245,0.00012261095,0.00045054025,0.00011784311,0.0023413452,0.0002577156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023491734,0.0013679324,0.23512016,0.019495303,0.00042301917,0.0011972507,0.0060209306,0.022845669,0.046018973,0.00026534614,0.66309226,0.00180401],"study_design_scores_gemma":[0.004454975,0.00009357237,0.8959151,0.0028946134,0.00010936667,0.000001309705,0.00003578377,0.08295909,0.0000010591347,0.00079204945,0.012062858,0.00068023126],"about_ca_topic_score_codex":0.0002040736,"about_ca_topic_score_gemma":0.00017396317,"teacher_disagreement_score":0.6607949,"about_ca_system_score_codex":0.00088106946,"about_ca_system_score_gemma":0.0002493061,"threshold_uncertainty_score":0.9999603},"labels":[],"label_agreement":null},{"id":"W2801197061","doi":"10.1016/j.brs.2018.05.005","title":"Histopathology after microelectrode recording and twelve years of deep brain stimulation","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Deep brain stimulation; Neuromodulation; Gliosis; Stimulation; Neuroscience; Medicine; Pathology; Psychology; Parkinson's disease","score_opus":0.01517750342644408,"score_gpt":0.27063585607802343,"score_spread":0.25545835265157935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801197061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7975165,0.0005021335,0.0022420795,0.19802853,0.00027607588,0.0009809654,0.000041662875,0.00007672587,0.00033528396],"genre_scores_gemma":[0.7476871,0.000013211278,0.0013289707,0.24823722,0.00073071907,0.00003295704,0.0009806065,0.00006005984,0.00092916755],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984228,0.00015119514,0.0003843578,0.00052999065,0.00022340202,0.00028822664],"domain_scores_gemma":[0.998863,0.00046833634,0.0002437979,0.00028780347,0.000087124405,0.000049940954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001430627,0.00025595416,0.00049947103,0.00024033726,0.000043451575,0.000013398793,0.000053796968,0.0006141957,0.00020076608],"category_scores_gemma":[0.00033097417,0.0002491085,0.00011997314,0.00013631956,0.0001323113,0.00006273887,0.00004402158,0.00044638864,0.00002497891],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002452018,0.00033641138,0.09971454,0.00062292116,0.000240838,0.0017116391,0.0007441211,0.00015480666,0.008596662,0.000027854403,0.7997619,0.08563628],"study_design_scores_gemma":[0.0056485045,0.003323932,0.8702545,0.0002054217,0.0006064706,0.000110972105,0.0000064674623,0.005747355,0.000120433026,0.0074449726,0.10593878,0.00059219357],"about_ca_topic_score_codex":0.00002868794,"about_ca_topic_score_gemma":0.000010101751,"teacher_disagreement_score":0.77053994,"about_ca_system_score_codex":0.00007842831,"about_ca_system_score_gemma":0.00002682721,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W2801254580","doi":"10.1016/j.brs.2018.04.013","title":"A pilot study of bed nucleus of the stria terminalis deep brain stimulation in treatment-resistant depression","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; MagVenture; LivaNova; BrainsWay; Sunovion","keywords":"Stria terminalis; Deep brain stimulation; Depression (economics); Therapeutic effect; Stimulation; Refractory (planetary science); Antidepressant; Treatment-resistant depression; Medicine; Anesthesia; Neuroscience; Psychology; Internal medicine; Hippocampus; Amygdala; Biology; Parkinson's disease","score_opus":0.04424163858523206,"score_gpt":0.32506590309655153,"score_spread":0.2808242645113195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801254580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977319,0.00003151248,0.0000824729,0.0002742153,0.00005817969,0.0015366385,0.000013609164,0.000019855852,0.0002515648],"genre_scores_gemma":[0.99954957,0.0000013486413,0.00012477941,0.00014415088,0.00003187783,0.000024394332,0.000025137637,0.000015363232,0.000083372215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867076,0.00020712499,0.0004267437,0.00026674703,0.00028317212,0.00014546495],"domain_scores_gemma":[0.99893445,0.00036777684,0.00023261523,0.00034314042,0.0000790087,0.00004300702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013324281,0.00015227712,0.0003037318,0.00011603764,0.00007060726,0.0000065383633,0.000071196795,0.000046347635,0.00006593587],"category_scores_gemma":[0.00035837406,0.00009436632,0.00006074497,0.00033126422,0.000070373215,0.00006474997,0.000038781884,0.000057635934,0.000002712745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005691479,0.00698671,0.9150945,0.00002812493,0.00007774655,0.00001572655,0.0015303607,0.0015326607,0.051422484,0.00003138456,0.0000767736,0.017512076],"study_design_scores_gemma":[0.011517469,0.01403891,0.959939,0.00006894489,0.00011545435,9.863153e-7,0.00013680442,0.011990005,0.0015773263,0.00052933925,0.000015942875,0.00006980381],"about_ca_topic_score_codex":0.00070775347,"about_ca_topic_score_gemma":0.0009291384,"teacher_disagreement_score":0.04984516,"about_ca_system_score_codex":0.00006529947,"about_ca_system_score_gemma":0.000029389794,"threshold_uncertainty_score":0.38481468},"labels":[],"label_agreement":null},{"id":"W2801580780","doi":"10.1016/j.brs.2018.04.017","title":"Cerebellum as a possible target for neuromodulation after stroke","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Neuromodulation; Stroke (engine); Physical medicine and rehabilitation; Transcranial magnetic stimulation; Rehabilitation; Transcranial direct-current stimulation; Deep brain stimulation; Psychology; Neuroscience; Medicine; Ataxia; Scopus; Quality of life (healthcare); Physical therapy; MEDLINE; Stimulation; Psychotherapist; Political science; Pathology","score_opus":0.023696546940727717,"score_gpt":0.29034466708414847,"score_spread":0.26664812014342076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801580780","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1978362,0.00015641139,0.005280737,0.7870365,0.0008664702,0.0042923405,0.00040861554,0.0002633996,0.003859368],"genre_scores_gemma":[0.26793602,0.0000039414017,0.0021411146,0.6957671,0.0031561886,0.000289037,0.0038141247,0.00010785357,0.026784651],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835855,0.0000650607,0.00030574997,0.00058469095,0.0003425963,0.00034337543],"domain_scores_gemma":[0.99901927,0.00024348016,0.0001596715,0.0003527058,0.0001572779,0.00006758611],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007353014,0.00031326312,0.00037881872,0.00016333342,0.00009367636,0.000044097258,0.00006474742,0.00062485953,0.00071871094],"category_scores_gemma":[0.00022391485,0.0002631623,0.00023674434,0.00010438708,0.000053952503,0.00008498504,0.000029186456,0.00036714936,0.00021687287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097146607,0.00016676869,0.00839086,0.00019448149,0.00013152714,0.00024243214,0.000040448616,0.00009057995,0.00015766794,0.0000124123335,0.98731464,0.0022867185],"study_design_scores_gemma":[0.0066638333,0.00568895,0.103536196,0.00012630611,0.00053959916,0.000027557126,0.0000024404935,0.014755944,0.0001419318,0.019772159,0.84816784,0.0005772306],"about_ca_topic_score_codex":0.000016148328,"about_ca_topic_score_gemma":0.0000016707909,"teacher_disagreement_score":0.13914679,"about_ca_system_score_codex":0.0000514161,"about_ca_system_score_gemma":0.000054887274,"threshold_uncertainty_score":0.99998206},"labels":[],"label_agreement":null},{"id":"W2803999834","doi":"10.1016/j.brs.2018.05.014","title":"Extradural motor cortex stimulation improves gait, speech, and language in a patient with pure akinesia","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Dysarthria; Motor cortex; Gait; Stimulation; Physical medicine and rehabilitation; Motor area; Cortex (anatomy); Psychology; Medicine; Neuroscience; Audiology","score_opus":0.015712078459036834,"score_gpt":0.2654536470819436,"score_spread":0.24974156862290675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803999834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733818,0.000073668874,0.000048827897,0.02476389,0.0002590459,0.0011063012,0.00007400821,0.00012761756,0.00016481151],"genre_scores_gemma":[0.852944,0.0000034529114,0.0003553906,0.14421405,0.0013014928,0.000029102399,0.0003029407,0.000067415436,0.00078213896],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997552,0.0002884151,0.00042803088,0.00093490153,0.00036872172,0.00042796723],"domain_scores_gemma":[0.9985124,0.00064249925,0.00034477178,0.0003887855,0.000059195783,0.000052351326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013568053,0.00042114753,0.00037837742,0.00033746837,0.000111967325,0.00009394517,0.000186445,0.0005502155,0.000059881557],"category_scores_gemma":[0.00044399744,0.0003396067,0.00006018969,0.00026414348,0.00023316452,0.00023835112,0.000070808615,0.000727322,0.000019235345],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050176244,0.000112488095,0.0010278233,0.00024530187,0.00001723621,0.01509087,0.0038231048,0.00010028639,0.8998786,0.00001094061,0.06497118,0.0142203905],"study_design_scores_gemma":[0.035316065,0.023533393,0.332702,0.0044737803,0.0009965106,0.036565863,0.001503746,0.14779517,0.15360034,0.003995188,0.24314733,0.016370589],"about_ca_topic_score_codex":0.00008170007,"about_ca_topic_score_gemma":0.00007409876,"teacher_disagreement_score":0.7462783,"about_ca_system_score_codex":0.00005863236,"about_ca_system_score_gemma":0.000053790747,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W2886030757","doi":"10.1016/j.brs.2018.08.002","title":"Long-term relief of intractable hiccups with vagal nerve stimulation","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Pathogenesis and Treatment of Hiccups","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Hiccups; Medicine; Reflex; Anesthesia; Vagus nerve; Stimulation; Internal medicine","score_opus":0.026769679036289018,"score_gpt":0.289926264757716,"score_spread":0.26315658572142697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886030757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8862117,0.0006085369,0.0051654377,0.10198751,0.0004991459,0.0024357536,0.00016269095,0.00024569666,0.0026835443],"genre_scores_gemma":[0.9370232,0.000020476777,0.0037196453,0.040567994,0.0044919285,0.00005620581,0.008382805,0.00018278821,0.005554919],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99735284,0.00011662339,0.0006355723,0.0006305751,0.0008696648,0.00039473068],"domain_scores_gemma":[0.9977413,0.0003538367,0.0006170578,0.0007168601,0.00047925004,0.00009172804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025414382,0.00048176883,0.000781031,0.0003624064,0.000105073465,0.000037066475,0.00011989509,0.0008335793,0.00035357024],"category_scores_gemma":[0.00013958865,0.00037935365,0.00018980968,0.00029529337,0.00013721915,0.00020957152,0.000038944472,0.00055192935,0.00007977174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021784205,0.0008738825,0.36306027,0.0017655086,0.0010282943,0.0017171555,0.00026252147,0.0021235142,0.004814986,0.000040706604,0.6140954,0.008039393],"study_design_scores_gemma":[0.0070395754,0.0034158567,0.950304,0.0017411143,0.0016986392,0.00026297887,0.0000050202084,0.0039179013,0.0020617489,0.0001138844,0.028687863,0.0007514635],"about_ca_topic_score_codex":0.000040017003,"about_ca_topic_score_gemma":0.000010123235,"teacher_disagreement_score":0.5872437,"about_ca_system_score_codex":0.00018929501,"about_ca_system_score_gemma":0.00023328,"threshold_uncertainty_score":0.99986583},"labels":[],"label_agreement":null},{"id":"W2888291143","doi":"10.1016/j.brs.2018.08.013","title":"Low-intensity ultrasound neuromodulation: An overview of mechanisms and emerging human applications","year":2018,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":322,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Deutsche Forschungsgemeinschaft; University of Manitoba","keywords":"Neuromodulation; Neuroscience; Human brain; Medicine; Transcranial Doppler; Sonication; Ultrasound; Psychology; Central nervous system; Radiology","score_opus":0.06867594226622746,"score_gpt":0.3367658763831274,"score_spread":0.2680899341168999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888291143","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005710358,0.9304006,0.06634697,0.000010994929,0.00012001221,0.0016436441,0.00012572466,0.0004132356,0.00036777102],"genre_scores_gemma":[0.009366279,0.9850538,0.003265367,0.000033122687,0.0004028002,0.00028617872,0.0013820456,0.00014489311,0.00006555653],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859077,0.000059107057,0.00060596614,0.00038797653,0.00017304499,0.00018315087],"domain_scores_gemma":[0.99877965,0.00023898268,0.00020571036,0.0005651406,0.00011608356,0.00009443566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001915752,0.00033550913,0.00075147423,0.00018442873,0.00019950849,0.000051261668,0.00018793815,0.00023983285,0.00006678921],"category_scores_gemma":[0.000025232695,0.00034411246,0.00015275333,0.00038106192,0.000070085094,0.00017734563,0.000028078271,0.00017559971,0.000024512066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041612725,0.00020717319,0.000019613375,0.023836987,0.00031126413,0.0000011375924,0.0004683394,0.0047171833,0.003843989,0.036039244,0.00051617087,0.93003476],"study_design_scores_gemma":[0.0003344994,0.00011605737,0.0006872771,0.0032336735,0.000876444,0.00007938024,0.000027922939,0.010976442,0.00006128642,0.010487707,0.9720346,0.0010847547],"about_ca_topic_score_codex":0.000008319373,"about_ca_topic_score_gemma":0.0000128088295,"teacher_disagreement_score":0.9715184,"about_ca_system_score_codex":0.00005008103,"about_ca_system_score_gemma":0.000023974275,"threshold_uncertainty_score":0.9999011},"labels":[],"label_agreement":null},{"id":"W2888448606","doi":"10.1016/j.brs.2018.08.007","title":"Response to ‘Cerebellum as a possible target for neuromodulation after stroke’","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"University Health Network","keywords":"Neuromodulation; Cerebellum; Stroke (engine); Neuroscience; Physical medicine and rehabilitation; Medicine; Psychology; Central nervous system; Engineering","score_opus":0.0360267435894044,"score_gpt":0.30277984266019625,"score_spread":0.26675309907079187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888448606","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20828779,0.000032659354,0.0547537,0.7267035,0.0022628943,0.0053705918,0.001087282,0.00054049416,0.00096106087],"genre_scores_gemma":[0.46205816,0.0000012224151,0.005833417,0.5065806,0.003407312,0.00064243213,0.00015483632,0.00020401232,0.021118017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99544954,0.00067114533,0.0007416983,0.0014290863,0.0009783846,0.00073013245],"domain_scores_gemma":[0.9939764,0.0045172246,0.00029350715,0.0007423144,0.00033941423,0.00013112642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053575484,0.00060788647,0.0005430009,0.00068927614,0.00038520995,0.0002318625,0.000383383,0.00065668655,0.0006311733],"category_scores_gemma":[0.0057983017,0.0006495559,0.00027002845,0.0005997228,0.00015818213,0.00028029532,0.000110552064,0.0004878377,0.00086020894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008589479,0.00007262245,0.00021408197,0.00012872755,0.000029371016,0.00008838497,0.0010489338,0.010276187,0.121309176,0.000044665878,0.85675347,0.0014449134],"study_design_scores_gemma":[0.00259678,0.0020878809,0.02475698,0.00009989773,0.00008520758,0.000016997377,0.000006261111,0.018525012,0.0027072884,0.0026610065,0.9455307,0.0009259634],"about_ca_topic_score_codex":0.000021087726,"about_ca_topic_score_gemma":0.000004892565,"teacher_disagreement_score":0.25377035,"about_ca_system_score_codex":0.00015308723,"about_ca_system_score_gemma":0.00013436908,"threshold_uncertainty_score":0.99991775},"labels":[],"label_agreement":null},{"id":"W2891867670","doi":"10.1016/j.brs.2018.09.006","title":"Long-term results after deep brain stimulation of nucleus accumbens and the anterior limb of the internal capsule for preventing heroin relapse: An open-label pilot study","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Internal capsule; Nucleus accumbens; Stimulation; Open label; Medicine; Term (time); Neuroscience; Deep brain stimulation; Capsule; Psychology; Surgery; Internal medicine; Biology; Randomized controlled trial; Central nervous system; Physics; Radiology","score_opus":0.057746865634958164,"score_gpt":0.35985157839381904,"score_spread":0.30210471275886086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891867670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947545,0.00005792137,0.0008841429,0.0008645632,0.00008971383,0.0032154925,0.000030639945,0.000014787011,0.00008824585],"genre_scores_gemma":[0.99863267,0.000002478348,0.000459216,0.00046718796,0.00006715929,0.000060137074,0.00002173642,0.000021384461,0.00026802818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857676,0.00025263478,0.0005040836,0.00031047824,0.00020477566,0.00015128584],"domain_scores_gemma":[0.9986863,0.0004135689,0.00034393359,0.00037086674,0.00014070178,0.0000446193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060268235,0.00014457884,0.00029608095,0.000044416807,0.00013351698,0.000040274477,0.00017169537,0.0000455493,0.000021032163],"category_scores_gemma":[0.0007705202,0.00008329588,0.00004165805,0.00012496824,0.00017915083,0.00017339483,0.00018631644,0.00008487082,0.0000011166117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.099124804,0.012686576,0.784386,0.0002538336,0.00053228997,0.000021047143,0.008230295,0.00037409583,0.046129096,0.0001845789,0.0002688832,0.047808494],"study_design_scores_gemma":[0.027598772,0.01276372,0.9381308,0.00014146102,0.0001566126,0.00000415472,0.000071102564,0.020061733,0.0003355646,0.0006562229,0.000004049916,0.000075786054],"about_ca_topic_score_codex":0.00010435879,"about_ca_topic_score_gemma":0.00035290598,"teacher_disagreement_score":0.15374482,"about_ca_system_score_codex":0.000018231383,"about_ca_system_score_gemma":0.000018874865,"threshold_uncertainty_score":0.33967075},"labels":[],"label_agreement":null},{"id":"W2891878004","doi":"10.1016/j.brs.2018.08.019","title":"Involvement of different neuronal components in the induction of cortical plasticity with associative stimulation","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Neuroscience; Associative property; Stimulation; Neuroplasticity; Plasticity; Cortical neurons; Psychology; Physics; Mathematics","score_opus":0.08765681092325277,"score_gpt":0.3014140474127976,"score_spread":0.2137572364895448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891878004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98721457,0.000001879533,0.011503139,0.0003170029,0.00010541144,0.0006150966,0.000017617913,0.000019665778,0.00020562441],"genre_scores_gemma":[0.9995338,9.164846e-7,0.0002120798,0.00015191837,0.000060624607,0.000015032841,0.000008511568,0.000009887053,0.0000072704256],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979299,0.00044104492,0.00047427046,0.0002680851,0.00072134903,0.00016536239],"domain_scores_gemma":[0.99705434,0.0023334348,0.00029334478,0.00012990192,0.00016342406,0.000025550258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023175082,0.00014432156,0.00023415938,0.00013880031,0.00011988988,0.000012560636,0.0001273897,0.0000551682,0.000037054233],"category_scores_gemma":[0.0009158606,0.00010083212,0.00003802171,0.00045908734,0.0003485007,0.00013023923,0.00003009924,0.00013640194,0.00000335666],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012406207,0.0008073796,0.20251583,0.000037862806,0.000017789005,0.0000012008485,0.006008986,0.024724517,0.7589502,0.004562042,0.000030853258,0.0011027369],"study_design_scores_gemma":[0.001959858,0.0008625858,0.9134941,0.000038696657,0.00002542214,7.182793e-7,0.000106675296,0.07071031,0.012018405,0.0006905766,0.0000063281127,0.000086331325],"about_ca_topic_score_codex":0.00005099085,"about_ca_topic_score_gemma":0.00006790777,"teacher_disagreement_score":0.7469318,"about_ca_system_score_codex":0.00005268889,"about_ca_system_score_gemma":0.000020495268,"threshold_uncertainty_score":0.41118145},"labels":[],"label_agreement":null},{"id":"W2894700375","doi":"10.1016/j.brs.2018.10.001","title":"Durability of antidepressant response to repetitive transcranial magnetic stimulation: Systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":112,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Mental Health; Harvard University; Genome Canada; Fundação para a Ciência e a Tecnologia; National Institutes of Health; Assistance publique-Hôpitaux de Paris; Harvard Catalyst; Australian Pork; Assistance Publique - Hôpitaux de Paris; Harvard Medical School; Sidney R. Baer, Jr. Foundation","keywords":"Transcranial magnetic stimulation; Meta-analysis; Antidepressant; Depression (economics); Medicine; Internal medicine; Anesthesia; Stimulation; Hippocampus","score_opus":0.12808693058727405,"score_gpt":0.3802711097683499,"score_spread":0.25218417918107583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894700375","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012991624,0.9841399,0.0036173305,0.0005903304,0.00007758248,0.010453542,0.00076020096,0.00012366497,0.00010749695],"genre_scores_gemma":[0.025024747,0.9707715,0.0012681916,0.0008581301,0.00006664036,0.001056537,0.00005352761,0.00012238139,0.00077834504],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98899466,0.0047498313,0.0031391643,0.0016587292,0.001053025,0.0004045881],"domain_scores_gemma":[0.9854179,0.0111715915,0.0012842144,0.0014373414,0.0004786044,0.00021033896],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027686935,0.0008995859,0.008951235,0.00091303355,0.0002361078,0.000081171034,0.00048104327,0.00029552865,0.00084204494],"category_scores_gemma":[0.011239555,0.00069307495,0.0024328304,0.003361136,0.00039331263,0.00020233773,0.00012355523,0.00024765555,0.000067738176],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047730573,0.00023155306,0.000009355693,0.97705203,0.017851314,0.00001851352,0.00072075095,0.0013375805,0.00017144151,0.0002203536,0.00013268535,0.0017771366],"study_design_scores_gemma":[0.00063567946,0.0006798351,0.0013975833,0.019754937,0.9706307,0.000028488037,0.000007801229,0.0006114287,0.0000060966127,0.00011293103,0.0052015516,0.0009329916],"about_ca_topic_score_codex":0.000021608554,"about_ca_topic_score_gemma":0.000012482574,"teacher_disagreement_score":0.9572971,"about_ca_system_score_codex":0.00008791844,"about_ca_system_score_gemma":0.00012359183,"threshold_uncertainty_score":0.999552},"labels":[],"label_agreement":null},{"id":"W2901172995","doi":"10.1016/j.brs.2018.11.009","title":"Safety of cathodal transcranial direct current stimulation early after ischemic stroke","year":2018,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Instituto UNIEMP; Sociedade Beneficente Israelita Brasileira Albert Einstein","keywords":"Transcranial direct-current stimulation; Stroke (engine); Physical medicine and rehabilitation; Medicine; Stimulation; Anesthesia; Ischemic stroke; Psychology; Cardiology; Internal medicine; Ischemia; Physics","score_opus":0.032600840185209055,"score_gpt":0.2888857312307124,"score_spread":0.25628489104550334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901172995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7657126,0.0014125719,0.06055751,0.13026074,0.009413594,0.0088765025,0.0066428413,0.0014682808,0.015655376],"genre_scores_gemma":[0.9709559,0.000037723697,0.00077975413,0.022078376,0.0042191097,0.000115552,0.0002564962,0.00016753541,0.0013895172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942765,0.0006250943,0.0014354631,0.0013694661,0.0015779702,0.0007154675],"domain_scores_gemma":[0.9954948,0.0025916218,0.000676239,0.0007700345,0.00036504943,0.00010229752],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039474512,0.0008126355,0.0009994952,0.0005446006,0.00025201094,0.00009184352,0.0004728732,0.00068835606,0.0007122477],"category_scores_gemma":[0.0009684899,0.00083685806,0.00047857803,0.000633101,0.0005193439,0.00038512677,0.00008280287,0.0011230418,0.00017692661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008182161,0.0007013828,0.010150885,0.0018890374,0.0002468536,0.00016730954,0.007756687,0.016699826,0.37537324,0.000100021345,0.5353306,0.043402],"study_design_scores_gemma":[0.00832694,0.0009440415,0.21416189,0.0006816781,0.000674819,0.000014746383,0.000007924087,0.016659781,0.0060230694,0.0003302998,0.75007105,0.0021037732],"about_ca_topic_score_codex":0.0000716865,"about_ca_topic_score_gemma":0.000013197612,"teacher_disagreement_score":0.3693502,"about_ca_system_score_codex":0.00016276905,"about_ca_system_score_gemma":0.00013743588,"threshold_uncertainty_score":0.99940825},"labels":[],"label_agreement":null},{"id":"W2903401791","doi":"10.1016/j.brs.2018.11.012","title":"Inferior thalamic peduncle deep brain stimulation for treatment-refractory obsessive-compulsive disorder: A phase 1 pilot trial","year":2018,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"St. Jude Medical; Boston Scientific Corporation; Medtronic","keywords":"Deep brain stimulation; Refractory (planetary science); Obsessive compulsive; Pilot trial; Peduncle (anatomy); Medicine; Thalamus; Psychology; Neuroscience; Psychiatry; Randomized controlled trial; Internal medicine; Biology; Anatomy","score_opus":0.04993139687646253,"score_gpt":0.3654734874930149,"score_spread":0.31554209061655236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903401791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973495,0.00014196872,0.019250916,0.0018210773,0.000354835,0.0043505086,0.00006431454,0.00017592165,0.00034544026],"genre_scores_gemma":[0.9949213,0.000011323354,0.0009825749,0.0013837428,0.0006232307,0.00032635406,0.0009994574,0.00005674323,0.00069524057],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9981316,0.00013326619,0.00046939187,0.0005930287,0.00027603607,0.000396729],"domain_scores_gemma":[0.99801743,0.001024805,0.0002542682,0.00034814354,0.00019194296,0.00016339996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012718601,0.00035880998,0.00051021425,0.00016592596,0.00032332866,0.000047856756,0.000075382384,0.00015192732,0.00029074954],"category_scores_gemma":[0.00078966114,0.00028546408,0.00021469605,0.00023519843,0.00012680801,0.00023087769,0.000027786797,0.0000784327,0.00007649478],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3181939,0.028272297,0.06172352,0.00015105124,0.0008429609,0.000088762456,0.0023017598,0.0024668695,0.023666173,0.0009436328,0.0029691004,0.55837995],"study_design_scores_gemma":[0.52644014,0.106242664,0.18531895,0.00007033554,0.00067260227,0.000009823693,0.000109056884,0.16536082,0.00046299884,0.0065723867,0.008088682,0.00065153756],"about_ca_topic_score_codex":0.00006662877,"about_ca_topic_score_gemma":0.000075738506,"teacher_disagreement_score":0.5577284,"about_ca_system_score_codex":0.00016479097,"about_ca_system_score_gemma":0.00011501784,"threshold_uncertainty_score":0.99995977},"labels":[],"label_agreement":null},{"id":"W2910295906","doi":"10.1016/j.brs.2019.01.003","title":"Intermittent theta burst stimulation for major depression during pregnancy","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; University of British Columbia; Women's College Hospital; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; National Institutes of Health; Vancouver Coastal Health Research Institute; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; National Institute of Mental Health; Arrell Family Foundation; Ontario Brain Institute; Michael Smith Health Research BC; Klarman Family Foundation","keywords":"Socioemotional selectivity theory; Pregnancy; Depression (economics); Scopus; Postpartum depression; Medicine; Psychiatry; Obstetrics; MEDLINE; Gerontology","score_opus":0.03118202957346282,"score_gpt":0.3189314347351977,"score_spread":0.28774940516173486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910295906","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.407303,0.004925753,0.006591142,0.545938,0.007853754,0.022819038,0.0006546438,0.00089805387,0.0030166088],"genre_scores_gemma":[0.78131384,0.000061456114,0.0011214842,0.13198923,0.0055980156,0.0006594843,0.0060623214,0.00031128002,0.0728829],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974,0.00010809138,0.0007113843,0.00071151595,0.0005201913,0.0005488429],"domain_scores_gemma":[0.99813944,0.0005003812,0.00047605194,0.00064560137,0.0001497776,0.00008876068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013907054,0.00045398631,0.000598731,0.00027820043,0.00019813239,0.00005223086,0.0001590348,0.0008003862,0.00015869758],"category_scores_gemma":[0.00014674038,0.0004058544,0.00026718914,0.00009564921,0.000030478324,0.0001935081,0.00008385543,0.0007947452,0.00012826559],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011780936,0.00089467515,0.17638598,0.2552784,0.0009584034,0.0012704857,0.0019514707,0.0044793915,0.0042192703,0.00010437633,0.50746536,0.035211235],"study_design_scores_gemma":[0.019548967,0.0016268005,0.63232106,0.147121,0.0010004445,0.000482494,0.000017639111,0.026947005,0.004527401,0.0009530864,0.16355596,0.0018981348],"about_ca_topic_score_codex":0.000024133835,"about_ca_topic_score_gemma":0.0000016818067,"teacher_disagreement_score":0.4559351,"about_ca_system_score_codex":0.00027587218,"about_ca_system_score_gemma":0.00007885369,"threshold_uncertainty_score":0.9998393},"labels":[],"label_agreement":null},{"id":"W2911300164","doi":"10.1016/j.brs.2018.12.747","title":"Multimodal Imaging Biomarkers of Subcallosal Cingulate Deep Brain Stimulation for Treatment Resistant Depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; Mental Health Research Canada; University of Calgary","funders":"","keywords":"Deep brain stimulation; Depression (economics); Treatment-resistant depression; Neuroimaging; Brain stimulation; Medicine; Neuroscience; Psychology; Stimulation; Major depressive disorder; Internal medicine; Cognition","score_opus":0.01672905151381341,"score_gpt":0.30128088066787695,"score_spread":0.2845518291540635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911300164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883221,0.00015333373,0.0078018433,0.0011732547,0.00011186741,0.0019638012,0.000024245042,0.00007388651,0.00037569102],"genre_scores_gemma":[0.9955172,0.0000034560776,0.0033618805,0.00036721295,0.000038701295,0.00004066807,0.00038589136,0.000033525037,0.0002514413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986171,0.00006912371,0.0003917458,0.00042513965,0.00024458035,0.00025231935],"domain_scores_gemma":[0.9987316,0.0006105042,0.0001893027,0.00027641194,0.00009985338,0.000092285554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015646598,0.00021582784,0.00035771445,0.0001502168,0.00008076162,0.000014534663,0.00004501853,0.00010015925,0.00008406184],"category_scores_gemma":[0.00022745346,0.00016717667,0.00018061926,0.000154273,0.000035361758,0.00011312155,0.000021828539,0.000038696555,0.000012081778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008234151,0.00086211535,0.72899485,0.00014465328,0.0002079334,0.00002074367,0.0002674482,0.0149420565,0.1744334,0.00016689493,0.00021728047,0.07150847],"study_design_scores_gemma":[0.011100963,0.0010676205,0.634496,0.000064988664,0.000116968666,0.0000022338038,0.000026786436,0.34961358,0.0020928546,0.0011288892,0.00015513532,0.00013403266],"about_ca_topic_score_codex":0.00008460391,"about_ca_topic_score_gemma":0.000013676248,"teacher_disagreement_score":0.33467153,"about_ca_system_score_codex":0.00010918027,"about_ca_system_score_gemma":0.000035746198,"threshold_uncertainty_score":0.68172663},"labels":[],"label_agreement":null},{"id":"W2911312471","doi":"10.1016/j.brs.2018.12.781","title":"Differential effects of trancranial magnetic stimulation and electroconvulsive stimulation on adult hippocampal neurogenesis in mice","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurogenesis; Hippocampal formation; Bromodeoxyuridine; Neuroscience; Stimulation; Dentate gyrus; Doublecortin; Hippocampus; Endocrinology; Biology; Internal medicine; Medicine; Immunohistochemistry","score_opus":0.008617724598598431,"score_gpt":0.2400599813846397,"score_spread":0.23144225678604124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911312471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939397,0.000049807662,0.002740058,0.00027724807,0.00041214863,0.0022567727,0.00001439014,0.000099578094,0.00021028887],"genre_scores_gemma":[0.9991233,0.000020762083,0.0002130886,0.00035721913,0.00009389364,0.000048365924,0.000016316368,0.00005167643,0.00007542144],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99702066,0.0004082655,0.00070791657,0.0008124352,0.0006416442,0.00040909287],"domain_scores_gemma":[0.9957789,0.0034748826,0.00025523052,0.00026667715,0.00013407203,0.00009023916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000101591075,0.00038659602,0.0005128157,0.00048507363,0.000112455,0.000046962297,0.00015269817,0.00017905027,0.00013138875],"category_scores_gemma":[0.0010449453,0.0004051218,0.000103697246,0.00066891307,0.00011548187,0.00028764582,0.00003647473,0.00021108154,0.000043578002],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014835054,0.00022620929,0.025850283,0.00019793182,0.0000072823827,0.0000061229084,0.0008497447,0.05871205,0.89997506,0.0011632465,0.0000071104896,0.011521448],"study_design_scores_gemma":[0.00807135,0.0014973143,0.73126274,0.00011327294,0.000051349925,0.000004275481,0.000013866455,0.20544447,0.052228387,0.0009777627,0.000009606508,0.0003256222],"about_ca_topic_score_codex":0.000056037577,"about_ca_topic_score_gemma":0.000020754313,"teacher_disagreement_score":0.8477467,"about_ca_system_score_codex":0.000073092975,"about_ca_system_score_gemma":0.000038404753,"threshold_uncertainty_score":0.9998401},"labels":[],"label_agreement":null},{"id":"W2911337827","doi":"10.1016/j.brs.2018.12.570","title":"Changes in dopamine release in the putamen after a single session of continuous but not intermittent theta burst stimulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial magnetic stimulation; Stimulation; Neuroscience; Putamen; Psychology; Brain stimulation; Session (web analytics); Dopamine; Medicine; Computer science","score_opus":0.033126750637259,"score_gpt":0.2760713250792152,"score_spread":0.24294457444195622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911337827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948809,0.00003330668,0.00052356865,0.0024659778,0.00019225395,0.0013318226,0.000022443079,0.000039998748,0.0005097233],"genre_scores_gemma":[0.9986783,0.0000059025647,0.00010338571,0.0007902642,0.000051883188,0.00006354207,0.000010331902,0.000022418537,0.000273926],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99787736,0.00038849484,0.0005182766,0.00044430332,0.000506579,0.00026499227],"domain_scores_gemma":[0.9976717,0.0016727275,0.00021289429,0.0003454205,0.00006660963,0.000030627307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044977848,0.00020829808,0.0003173069,0.0003191828,0.000043902353,0.00004228353,0.0002036089,0.00009194683,0.000104412255],"category_scores_gemma":[0.0007765554,0.00016206232,0.000059399477,0.00057772355,0.00009322735,0.00021680172,0.00006314663,0.00016286781,0.000033393295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016802998,0.00057394255,0.11833991,0.00009489319,0.000004770157,0.00002955375,0.004976405,0.058798686,0.79309386,0.00028223483,0.00002155985,0.02210387],"study_design_scores_gemma":[0.0030825464,0.0004144428,0.92550987,0.00017494101,0.00001256039,0.0000048393563,0.00028507618,0.063996844,0.0059139035,0.00026006153,0.00015785165,0.00018705297],"about_ca_topic_score_codex":0.00010483726,"about_ca_topic_score_gemma":0.0001779786,"teacher_disagreement_score":0.80717,"about_ca_system_score_codex":0.000071606955,"about_ca_system_score_gemma":0.000017259501,"threshold_uncertainty_score":0.66087097},"labels":[],"label_agreement":null},{"id":"W2911338342","doi":"10.1016/j.brs.2018.12.512","title":"The vestibulomyogenic response in the upper and lower limbs prior to movement onset","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Physical medicine and rehabilitation; Vestibular system; Motor control; Movement (music); Neuroscience; Psychology; Audiology; Medicine; Physics","score_opus":0.014144338381695386,"score_gpt":0.2724573753322478,"score_spread":0.2583130369505524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911338342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880108,0.00002507213,0.00021587317,0.01059434,0.00026645427,0.00068450795,0.000005400453,0.000018470968,0.00017905148],"genre_scores_gemma":[0.99205434,0.0000038649637,0.000047006404,0.007026821,0.00003232329,0.000023978184,0.0000012441441,0.0000097242255,0.00080068235],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987817,0.00039015338,0.00014534319,0.00024816074,0.00024778178,0.00018690007],"domain_scores_gemma":[0.99783766,0.0017824591,0.000038925,0.00029258672,0.000012251202,0.000036092482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000787348,0.00009149251,0.000065425564,0.00005525156,0.00018671188,0.000096346404,0.00018211878,0.00003357758,0.00002616019],"category_scores_gemma":[0.0015420881,0.00005715123,0.000021831871,0.00021556029,0.000049525854,0.00009400882,0.00006618854,0.00009529879,0.00015395867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006234799,0.0006637137,0.039097693,0.000026122792,0.0000114401455,0.000025893418,0.008284112,0.22248647,0.6748654,0.0034891,0.014365927,0.030449314],"study_design_scores_gemma":[0.0015418086,0.0015210649,0.92009556,0.00004665522,0.00000843175,0.000008259929,0.00039683355,0.02656011,0.004258124,0.0028400256,0.042397957,0.00032518333],"about_ca_topic_score_codex":0.0000068399477,"about_ca_topic_score_gemma":0.000013823058,"teacher_disagreement_score":0.88099784,"about_ca_system_score_codex":0.000026186486,"about_ca_system_score_gemma":0.000035483143,"threshold_uncertainty_score":0.23305593},"labels":[],"label_agreement":null},{"id":"W2911530767","doi":"10.1016/j.brs.2018.12.661","title":"Optimized tACS parameters for modulation of alpha oscillation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Transcranial alternating current stimulation; Stimulation; Alpha (finance); Intensity (physics); Electroencephalography; Brain stimulation; Oscillation (cell signaling); Medicine; Neuroscience; Psychology; Physics; Transcranial magnetic stimulation; Chemistry; Surgery","score_opus":0.04942773147037512,"score_gpt":0.301968655378674,"score_spread":0.2525409239082989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911530767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81819236,0.0000080345235,0.17835066,0.0004279872,0.00032319583,0.0015063793,0.000019327194,0.00008822765,0.0010838377],"genre_scores_gemma":[0.9768387,0.0000024275637,0.022407962,0.00022631019,0.00003401198,0.000039935207,0.000025772051,0.000025318253,0.000399543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985151,0.000099687924,0.00045022854,0.00039377174,0.00035064243,0.00019054623],"domain_scores_gemma":[0.99735105,0.0020042695,0.00025058576,0.00024468874,0.000111542475,0.000037875878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024054396,0.00015548062,0.00025984377,0.00014268936,0.000088138935,0.000023319331,0.000100278376,0.000088143606,0.00012184243],"category_scores_gemma":[0.0012041735,0.00015994944,0.000111281515,0.00036098066,0.00006159745,0.00027315904,0.000023819912,0.00004742575,0.000038869646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003419226,0.000031769665,0.0032048416,0.000028243407,0.0000048994802,8.627755e-8,0.00023006003,0.6769603,0.31513044,0.0012934447,0.0001088782,0.0026651172],"study_design_scores_gemma":[0.004033747,0.0002506309,0.15834461,0.0000199326,0.000021877006,8.660891e-7,0.000014976355,0.828038,0.0056084245,0.002909544,0.0005679181,0.00018949072],"about_ca_topic_score_codex":0.000013718776,"about_ca_topic_score_gemma":0.0000010716471,"teacher_disagreement_score":0.30952203,"about_ca_system_score_codex":0.0000404554,"about_ca_system_score_gemma":0.00001803237,"threshold_uncertainty_score":0.6522549},"labels":[],"label_agreement":null},{"id":"W2911639238","doi":"10.1016/j.brs.2019.01.010","title":"Reproducibility in TMS–EEG studies: A call for data sharing, standard procedures and effective experimental control","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Scopus; Electroencephalography; Transcranial magnetic stimulation; Psychology; Neuroscience; MEDLINE; Chemistry","score_opus":0.0893222786326837,"score_gpt":0.38771279032623135,"score_spread":0.29839051169354763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911639238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.755927,0.0021109232,0.005235866,0.21491143,0.002068646,0.017249633,0.0020107357,0.00031664415,0.00016907761],"genre_scores_gemma":[0.87296003,0.000005440012,0.0003864713,0.124628395,0.0008376196,0.00030624948,0.00021630022,0.000055821754,0.0006036649],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9948826,0.0002834862,0.00048330124,0.003627005,0.00035647542,0.0003671284],"domain_scores_gemma":[0.99354213,0.0040395195,0.00027279637,0.0020279577,0.00008950221,0.000028074548],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017564652,0.00036394177,0.00062864256,0.0001574284,0.000111142566,0.00015363483,0.00064172933,0.0002896408,0.000006942641],"category_scores_gemma":[0.010880434,0.0003195157,0.000060415427,0.00011988445,0.00015223393,0.00038224878,0.00052668573,0.00052330206,0.000004247109],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010824167,0.00012378723,0.004988327,0.00173466,0.00008869672,0.000032934586,0.003360903,0.0017686015,0.023896893,0.000047029356,0.96108675,0.001789018],"study_design_scores_gemma":[0.028696615,0.005811291,0.021566683,0.003940316,0.00028045275,0.00008399996,0.0004081542,0.43370244,0.062897794,0.005186372,0.43346342,0.0039624847],"about_ca_topic_score_codex":0.000026823243,"about_ca_topic_score_gemma":0.00002099733,"teacher_disagreement_score":0.5276233,"about_ca_system_score_codex":0.00020786028,"about_ca_system_score_gemma":0.00007509266,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W2911773186","doi":"10.1016/j.brs.2018.12.504","title":"Polysomnography as a biomarker to predict response to vagus nerve stimulation in depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire en santé mentale de Montréal; University of Toronto; Institut Universitaire en Santé Mentale de Québec; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Vagus nerve stimulation; Polysomnography; Depression (economics); Major depressive disorder; Biomarker; Medicine; Stimulation; Vagus nerve; Internal medicine; Oncology; Psychology; Psychiatry; Electroencephalography","score_opus":0.040074670276488394,"score_gpt":0.3558997661976721,"score_spread":0.3158250959211837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911773186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756546,0.000015493002,0.0050722607,0.0021782534,0.00030167223,0.0029683006,0.0000282245,0.00023047742,0.0016398407],"genre_scores_gemma":[0.99572504,5.243179e-7,0.00079138955,0.0016491482,0.00005776118,0.000115358205,0.000025396508,0.0000644047,0.0015710008],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99511313,0.0011220429,0.0006616785,0.0011691259,0.0012576277,0.0006763637],"domain_scores_gemma":[0.99558955,0.0028756885,0.00013862811,0.00082884316,0.00015759739,0.00040966333],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015868199,0.00031928148,0.00031117784,0.00211046,0.0001758439,0.00016845856,0.00043258313,0.00020678493,0.00068114075],"category_scores_gemma":[0.0069201575,0.00032669783,0.00012569282,0.003525582,0.000041084142,0.00060770544,0.00027620106,0.00025837377,0.0016142041],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004504125,0.00011022984,0.16003901,0.000014223941,0.0000036072026,0.000019939744,0.00046769076,0.27977404,0.547765,0.000109765184,0.00075076666,0.0064415582],"study_design_scores_gemma":[0.0019790286,0.00042092224,0.7245632,0.00010057307,0.0000042573874,0.000006792799,0.000020726502,0.25192776,0.019024266,0.00033032964,0.001312777,0.000309391],"about_ca_topic_score_codex":0.0002245709,"about_ca_topic_score_gemma":0.00002936936,"teacher_disagreement_score":0.5645242,"about_ca_system_score_codex":0.00023307624,"about_ca_system_score_gemma":0.00012673103,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W2911845062","doi":"10.1016/j.brs.2018.12.566","title":"The Non-invasive Neurostimulation Network (N3): Shared institutional infrastructure to accelerate brain stimulation research","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neurostimulation; Multidisciplinary approach; Medicine; Brain stimulation; Computer science; Neuroscience; Stimulation; Psychology; Political science","score_opus":0.04605348626634196,"score_gpt":0.348303813010002,"score_spread":0.30225032674366004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911845062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785161,0.000052930503,0.0021412869,0.013917533,0.0004352771,0.002961216,0.000020041223,0.00009338212,0.0018622287],"genre_scores_gemma":[0.9914123,0.000011048152,0.0006113917,0.0057734284,0.00036977578,0.00007557775,0.00046717116,0.000035507303,0.0012438465],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9973117,0.00025840956,0.00042950452,0.0006077201,0.00082970585,0.0005629756],"domain_scores_gemma":[0.9967182,0.002023042,0.000120376935,0.00047527012,0.00045520518,0.00020789298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006094456,0.00025741596,0.00027497654,0.00017849347,0.00079527596,0.00017607275,0.00016983271,0.00020051913,0.0002677874],"category_scores_gemma":[0.001547762,0.00018631773,0.00010447377,0.00095260673,0.00009831377,0.00029508272,0.0001357317,0.00042761228,0.00044889562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014444536,0.00010107502,0.14011712,0.000034459954,0.00004306759,0.000022362736,0.00018546022,0.82087976,0.004865388,0.0012565146,0.023393981,0.007656372],"study_design_scores_gemma":[0.0027007014,0.00086118095,0.82883847,0.000070377326,0.000021434518,0.000004186458,0.000016655515,0.15575726,0.00006932932,0.0063378387,0.0051674093,0.00015516837],"about_ca_topic_score_codex":0.00002974389,"about_ca_topic_score_gemma":0.000025013267,"teacher_disagreement_score":0.68872136,"about_ca_system_score_codex":0.00018733901,"about_ca_system_score_gemma":0.00021970463,"threshold_uncertainty_score":0.7597816},"labels":[],"label_agreement":null},{"id":"W2911861983","doi":"10.1016/j.brs.2018.12.653","title":"Operator Exposure Limits for Transcranial Magnetic Stimulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Operator (biology); Electromagnetic coil; Computer science; Stimulation; Acoustics; Physics; Neuroscience; Psychology; Electrical engineering; Engineering; Chemistry","score_opus":0.011491211749251192,"score_gpt":0.22641613167137747,"score_spread":0.21492491992212628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911861983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94310576,0.00022495429,0.053672403,0.00025030033,0.00037354784,0.0009197818,0.000012740653,0.00032626837,0.0011142681],"genre_scores_gemma":[0.9980606,0.000008328225,0.001277645,0.00013278394,0.0001400952,0.00005792377,0.00006566058,0.000032735516,0.00022422649],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993081,0.000016434587,0.00019566064,0.00016252046,0.00012744502,0.00018981818],"domain_scores_gemma":[0.99957746,0.00017143619,0.000020450909,0.00012477835,0.000069594615,0.000036255933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008869002,0.00013526234,0.00013909036,0.00011405598,0.000070343616,0.000033613294,0.000054318698,0.0000795827,0.00013560012],"category_scores_gemma":[0.000031740667,0.000142859,0.00007225854,0.00020688323,0.000011500295,0.0001969488,0.0000027953668,0.00006118525,0.000013481373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015818096,0.00005604547,0.013973744,0.000220372,0.00007979739,3.377289e-7,0.0010221489,0.5979744,0.21342872,0.0018323496,0.0047342456,0.16651964],"study_design_scores_gemma":[0.0031987163,0.0004894114,0.46264118,0.00003084018,0.000031455173,9.2835137e-7,0.000049456303,0.5190396,0.0027307686,0.0004381032,0.010964649,0.00038492208],"about_ca_topic_score_codex":0.0000016019352,"about_ca_topic_score_gemma":0.0000037191137,"teacher_disagreement_score":0.44866744,"about_ca_system_score_codex":0.000030579722,"about_ca_system_score_gemma":0.00000830456,"threshold_uncertainty_score":0.58256215},"labels":[],"label_agreement":null},{"id":"W2911952607","doi":"10.1016/j.brs.2018.12.506","title":"Feasibility of using fitness activity tracker as complement tool to symptoms rating scale in rTMS treatment","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Rating scale; Depression (economics); Physical medicine and rehabilitation; Major depressive disorder; Psychology; Physical therapy; Clinical psychology; Medicine; Developmental psychology","score_opus":0.17390148312937356,"score_gpt":0.5042897382648782,"score_spread":0.3303882551355046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911952607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951155,0.000009854299,0.00094698166,0.00030082464,0.00019884111,0.0024031578,0.000023142487,0.000017009736,0.0009846794],"genre_scores_gemma":[0.99819285,2.4023825e-7,0.001053485,0.000097124896,0.000039144463,0.00004602049,0.000022925777,0.000012829163,0.0005354039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833536,0.00035609835,0.00036496762,0.00034299673,0.00028768796,0.00031286466],"domain_scores_gemma":[0.99907625,0.000311099,0.0001109556,0.00036844236,0.000052469717,0.00008080868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007053469,0.00011845511,0.00024055199,0.00012238318,0.00005128917,0.000012229486,0.00007869963,0.00007134152,0.0011964461],"category_scores_gemma":[0.00007080777,0.000115535826,0.00003999714,0.00023939584,0.000022954322,0.000106911146,0.00004324452,0.00008799323,0.00010600072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064370915,0.0006983335,0.89641553,0.000111488735,0.000014007079,0.0000022198883,0.0029209347,0.008954276,0.011245211,0.00045877634,0.000025470035,0.07851007],"study_design_scores_gemma":[0.0024905514,0.0005209793,0.96711016,0.00005708555,0.0000043576497,0.0000016737268,0.00021176857,0.028021952,0.0011948354,0.00016327405,0.00011206062,0.000111321744],"about_ca_topic_score_codex":0.0019071683,"about_ca_topic_score_gemma":0.00035195783,"teacher_disagreement_score":0.07839874,"about_ca_system_score_codex":0.0007238231,"about_ca_system_score_gemma":0.000074643314,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W2911976009","doi":"10.1016/j.brs.2018.12.825","title":"Towards a personalized approach to rTMS target selection in depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Depression (economics); Selection (genetic algorithm); Psychology; Physical medicine and rehabilitation; Neuroscience; Computer science; Medicine; Artificial intelligence; Economics","score_opus":0.011895967645817103,"score_gpt":0.23622308899356442,"score_spread":0.22432712134774732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911976009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8625049,0.000080267644,0.11958334,0.00009360818,0.00010241158,0.0005086538,0.000001539274,0.00026409447,0.016861195],"genre_scores_gemma":[0.99390095,0.0000031412474,0.005677608,0.00012436285,0.000042306445,0.000048928985,0.000021234138,0.000018243645,0.00016319047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99935454,0.000023367575,0.00013647454,0.00016804387,0.00014606047,0.00017152845],"domain_scores_gemma":[0.99982405,0.000031958163,0.000016430882,0.00006456556,0.000027295677,0.000035678917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011882253,0.00010416165,0.0001247041,0.00023374117,0.000033227836,0.00001884789,0.000044424203,0.00005933195,0.000058256865],"category_scores_gemma":[0.000034179608,0.00010585119,0.000036098612,0.0005497577,0.0000061573837,0.00014247766,0.000010580531,0.00008842571,0.000011684931],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008793318,0.000069949194,0.06404616,0.00008720048,0.00003767416,1.9704997e-7,0.0019985116,0.83219874,0.050440814,0.00092324364,0.004146232,0.045963358],"study_design_scores_gemma":[0.0007047152,0.000028573493,0.5629763,0.000019167092,0.0000024987935,9.1021394e-7,0.0000651818,0.4289672,0.001103248,0.00019735665,0.0057735625,0.00016128604],"about_ca_topic_score_codex":0.000018587372,"about_ca_topic_score_gemma":0.0000035189455,"teacher_disagreement_score":0.49893013,"about_ca_system_score_codex":0.00007918707,"about_ca_system_score_gemma":0.000007576398,"threshold_uncertainty_score":0.43164864},"labels":[],"label_agreement":null},{"id":"W2912023472","doi":"10.1016/j.brs.2018.12.495","title":"TMS-induced oscillations to evaluate pharmacodynamics properties of a newly developed anti-epileptic drug (XEN1101)","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Xenon Pharmaceuticals (Canada)","funders":"","keywords":"Neuroscience; Electroencephalography; Epilepsy; Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Psychology; Medicine","score_opus":0.06812468494378707,"score_gpt":0.31349011571506336,"score_spread":0.2453654307712763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912023472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650425,0.000005930291,0.00092536927,0.0007403294,0.0005692919,0.0008268766,0.0000061105497,0.0001240253,0.00029780596],"genre_scores_gemma":[0.997972,0.0000032729401,0.00028733135,0.00066650053,0.000036685677,0.000016020871,0.0000018310504,0.000027348487,0.0009890227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833465,0.00010100597,0.0003523607,0.0004450162,0.00047349042,0.0002934999],"domain_scores_gemma":[0.9992376,0.00021307806,0.00011130727,0.00025832537,0.000082647384,0.00009704901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026377928,0.00017261949,0.00020530239,0.00024910207,0.000119129836,0.000051436884,0.0002477426,0.000036405716,0.00003697289],"category_scores_gemma":[0.00081331487,0.0001563921,0.000055062577,0.000904557,0.00003285671,0.0004686409,0.00008897103,0.00011655229,0.00016954848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021083732,0.00002089866,0.00045618069,0.000025150932,0.0000011491192,0.0000011781151,0.00032276855,0.16773582,0.83033806,0.0001986411,0.00003005445,0.0008490166],"study_design_scores_gemma":[0.00046150858,0.000060730148,0.011940686,0.00005128318,0.000006965992,0.0000045543306,0.000015559053,0.48934618,0.4976977,0.000032772397,0.00020287564,0.00017919915],"about_ca_topic_score_codex":0.000014958349,"about_ca_topic_score_gemma":0.0000030422793,"teacher_disagreement_score":0.33264035,"about_ca_system_score_codex":0.00005122771,"about_ca_system_score_gemma":0.00008862315,"threshold_uncertainty_score":0.6377485},"labels":[],"label_agreement":null},{"id":"W2912059466","doi":"10.1016/j.brs.2018.12.930","title":"Can TMS based neurophysiology inform the delivery of rTMS after stroke?","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial magnetic stimulation; Stroke (engine); Neuroscience; Psychology; Physical medicine and rehabilitation; Lateralization of brain function; Motor cortex; Neurophysiology; Stimulation; Medicine","score_opus":0.019896334062740578,"score_gpt":0.24712572272934843,"score_spread":0.22722938866660786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912059466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961752,0.00001234916,0.0006188173,0.001321494,0.0002869152,0.00051696325,0.000039272076,0.00004949307,0.0009794844],"genre_scores_gemma":[0.99719477,0.0000023083846,0.000119855,0.0022765645,0.0000420539,0.00001957423,0.0000040474365,0.0000146022885,0.0003262395],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99885315,0.00012095968,0.00028777006,0.0002500733,0.00030293045,0.00018512478],"domain_scores_gemma":[0.99796546,0.0014957602,0.000118571064,0.0003125472,0.00007837621,0.000029288747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008421033,0.00013248966,0.00017184361,0.00008999417,0.00007555347,0.000016839253,0.00016536533,0.000052974276,0.0002801264],"category_scores_gemma":[0.00030701447,0.000098280965,0.0000785083,0.00025230352,0.00014360913,0.00010133879,0.000041682502,0.00009813803,0.00008666189],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048543705,0.000044930173,0.012945338,0.000030135137,0.0000059907593,0.0000019993543,0.0004873645,0.1309065,0.8510168,0.00074054307,0.00006957769,0.0032653688],"study_design_scores_gemma":[0.0013304282,0.00027940978,0.88008934,0.000011667321,0.000014826371,9.888988e-7,0.000022164679,0.11261666,0.004335192,0.00027116458,0.0008994687,0.00012870552],"about_ca_topic_score_codex":0.0000486051,"about_ca_topic_score_gemma":0.000012001099,"teacher_disagreement_score":0.867144,"about_ca_system_score_codex":0.000016859227,"about_ca_system_score_gemma":0.000038027505,"threshold_uncertainty_score":0.40077814},"labels":[],"label_agreement":null},{"id":"W2912088686","doi":"10.1016/j.brs.2018.12.486","title":"Modulation of Neural Oscillation Power Spectral Density with Transcranial Photobiomodulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Default mode network; Oscillation (cell signaling); Spectral density; Artificial neural network; Modulation (music); Medicine; Cognition; Chemistry; Physics; Psychology; Computer science; Artificial intelligence; Telecommunications; Acoustics","score_opus":0.009521621549777029,"score_gpt":0.2666447457779214,"score_spread":0.2571231242281444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912088686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658665,0.000008863665,0.031240057,0.0005834082,0.00014115084,0.0010497855,0.000006548612,0.000068823225,0.0010348406],"genre_scores_gemma":[0.9969908,8.810069e-7,0.002044047,0.00013006812,0.0001058705,0.000008541381,0.00029155656,0.00001918406,0.00040905428],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99882424,0.000034815395,0.00032529864,0.00027608647,0.0003956539,0.00014389191],"domain_scores_gemma":[0.99917,0.000076219614,0.00015868185,0.00031756767,0.00020921066,0.000068308254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019153014,0.00013558374,0.00024198933,0.00013484414,0.00004913515,0.000008805769,0.00004243796,0.00010292225,0.00030048576],"category_scores_gemma":[0.000041560786,0.0001154042,0.000064635264,0.00036725824,0.000055843262,0.00020714999,0.0000072724,0.000104595536,0.00002446873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012731592,0.00019906528,0.40931502,0.00012220298,0.000052946783,0.000005052498,0.00053344184,0.031364426,0.55274504,0.0010214733,0.00009485007,0.003273348],"study_design_scores_gemma":[0.0031397864,0.0004697969,0.8317662,0.00005987547,0.00006724139,0.00005311032,0.00004367073,0.1558581,0.008140452,0.00017510787,0.00011922055,0.00010744623],"about_ca_topic_score_codex":0.000033454122,"about_ca_topic_score_gemma":0.0000088879,"teacher_disagreement_score":0.54460454,"about_ca_system_score_codex":0.00007146643,"about_ca_system_score_gemma":0.000047239067,"threshold_uncertainty_score":0.47060466},"labels":[],"label_agreement":null},{"id":"W2912105783","doi":"10.1016/j.brs.2018.12.964","title":"Ethical considerations for brain recording and stimulating neurotechnologies available in the open marketplace","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Upload; Wearable computer; Cognition; Wearable technology; Psychology; Internet privacy; Neuroscience; Computer science; Embedded system; World Wide Web","score_opus":0.15673316990335215,"score_gpt":0.38494446675328814,"score_spread":0.228211296849936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912105783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7440938,0.000014557371,0.023012737,0.21887794,0.0005010298,0.0062169256,0.000043753513,0.00027637245,0.006962903],"genre_scores_gemma":[0.9700673,0.0000037475095,0.0057120454,0.022826465,0.000038074755,0.00015889223,0.000007925028,0.000021762331,0.0011637615],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978706,0.00051628053,0.00044718612,0.000583354,0.00029083222,0.00029173456],"domain_scores_gemma":[0.9775578,0.021793641,0.00017143325,0.0003760355,0.000071306305,0.000029790759],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002346534,0.0001512374,0.000186687,0.00019124588,0.00044859617,0.00038611892,0.00037007232,0.00022114866,0.00029208156],"category_scores_gemma":[0.03166191,0.00013087463,0.000026503632,0.000551338,0.00022680646,0.0003996669,0.00026630829,0.0007383184,0.000046990586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014353081,0.00012724886,0.0024305156,0.00011346726,0.0000062922018,0.000010568249,0.0009038559,0.0056492076,0.6372612,0.30105993,0.04721132,0.0050828126],"study_design_scores_gemma":[0.004445768,0.000707423,0.005290055,0.00020574656,0.000016020356,0.000039904735,0.0004374059,0.6601087,0.020848798,0.28220493,0.0250591,0.00063617574],"about_ca_topic_score_codex":0.000025805213,"about_ca_topic_score_gemma":0.00003390004,"teacher_disagreement_score":0.6544595,"about_ca_system_score_codex":0.000041112165,"about_ca_system_score_gemma":0.00007107839,"threshold_uncertainty_score":0.9764948},"labels":[],"label_agreement":null},{"id":"W2912144139","doi":"10.1016/j.brs.2019.06.019","title":"Transcranial direct current stimulation (tDCS) for depression in pregnancy: A pilot randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of British Columbia; St. Michael's Hospital; Sinai Health System; Women's College Hospital; BC Children's Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Sick Kids Foundation; BrainsWay; Brain and Behavior Research Foundation","keywords":"Transcranial direct-current stimulation; Randomized controlled trial; Medicine; Depression (economics); Antenatal depression; Postpartum depression; Rating scale; Brain stimulation; Edinburgh Postnatal Depression Scale; Dorsolateral prefrontal cortex; Physical therapy; Pregnancy; Prefrontal cortex; Psychiatry; Psychology; Depressive symptoms; Internal medicine; Stimulation; Anxiety; Cognition","score_opus":0.029567362208351412,"score_gpt":0.34158394332685105,"score_spread":0.3120165811184996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912144139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615194,0.0015220509,0.0035403133,0.00035973647,0.0017725787,0.030268313,0.0000139882,0.00009610331,0.00090749044],"genre_scores_gemma":[0.9963443,0.000053656222,0.00032146298,0.00010765586,0.0002698583,0.0018248176,0.00013836507,0.000031858355,0.00090797554],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99767256,0.0003755359,0.0009268403,0.00037561782,0.0003464819,0.0003029385],"domain_scores_gemma":[0.9974789,0.0018494555,0.00028086672,0.0002109977,0.0000769619,0.0001028064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001046312,0.00022688419,0.0012127842,0.00020786334,0.000066758636,0.000020975882,0.000057451183,0.00010967039,0.00013761118],"category_scores_gemma":[0.0005119444,0.00017563169,0.00030158862,0.000120366574,0.000024149167,0.00015993479,0.000011271275,0.0001599588,0.000024914667],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98509175,0.0005747157,0.005711426,0.0014919145,0.000035574514,0.0000019237732,0.000306171,0.0027685193,0.0004974827,0.00015638686,0.000013330897,0.003350781],"study_design_scores_gemma":[0.8904933,0.0011374466,0.0141033,0.0061612576,0.00012781195,0.000001905856,0.0000025531021,0.08710056,0.00021070399,0.0004125448,0.00008945243,0.00015919354],"about_ca_topic_score_codex":0.000025869705,"about_ca_topic_score_gemma":0.000006290917,"teacher_disagreement_score":0.0945985,"about_ca_system_score_codex":0.00009944893,"about_ca_system_score_gemma":0.00008800234,"threshold_uncertainty_score":0.71620524},"labels":[],"label_agreement":null},{"id":"W2912144993","doi":"10.1016/j.brs.2018.12.563","title":"Can combined TMS-EEG to the dorsolateral prefrontal cortex help guide therapeutic rTMS?","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Neuroscience; Electroencephalography; Psychology; Motor cortex; Brain stimulation; Stimulation; Medicine; Prefrontal cortex; Physical medicine and rehabilitation; Cognition","score_opus":0.024677736343153088,"score_gpt":0.281501100730531,"score_spread":0.2568233643873779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912144993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97746485,0.000028241388,0.0034153538,0.012898161,0.00088615494,0.0018337674,0.000034167384,0.00020210803,0.0032372049],"genre_scores_gemma":[0.9880075,0.0000020411737,0.0002097482,0.0068268767,0.00010372883,0.00004528444,0.000010497219,0.000036176887,0.00475818],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979438,0.00021093004,0.00039712508,0.0005297866,0.000509431,0.00040888097],"domain_scores_gemma":[0.9984085,0.0008525206,0.00010482212,0.00046781104,0.00007596876,0.00009040253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024343585,0.00024228355,0.00023625074,0.00010333138,0.00030531574,0.00010965367,0.00032611817,0.00007193479,0.0003915784],"category_scores_gemma":[0.00027840916,0.00018256909,0.00008779496,0.00040903827,0.00007209592,0.0001551634,0.00009012112,0.00013937366,0.00066601933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047455527,0.00009535564,0.013372046,0.000018160605,0.0000201145,0.0000041516305,0.0030890699,0.039212886,0.9316745,0.0035157625,0.0020063005,0.0065171313],"study_design_scores_gemma":[0.0020755487,0.0004699161,0.9404544,0.0000215231,0.000022628203,0.0000060007774,0.000073269206,0.043906026,0.00089293445,0.000954363,0.010840304,0.0002830861],"about_ca_topic_score_codex":0.0001435799,"about_ca_topic_score_gemma":0.000115172596,"teacher_disagreement_score":0.93078154,"about_ca_system_score_codex":0.00008014028,"about_ca_system_score_gemma":0.000040580995,"threshold_uncertainty_score":0.8560553},"labels":[],"label_agreement":null},{"id":"W2912281081","doi":"10.1016/j.brs.2018.12.937","title":"Repetitive Transcranial Magnetic Stimulation (rTMS) as an Effective Intervention for Chronic Dizziness Following Mild Traumatic Brain Injury: A Case Study","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Traumatic brain injury; Transcranial magnetic stimulation; Vestibular system; Physical medicine and rehabilitation; Medicine; Nausea; Vertigo; Physical therapy; Psychology; Anesthesia; Audiology; Stimulation; Psychiatry; Surgery; Internal medicine","score_opus":0.027260574175758112,"score_gpt":0.3469880157358873,"score_spread":0.31972744156012917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912281081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96279484,0.000023539696,0.028992515,0.00014661427,0.0008793719,0.006882059,0.000033183773,0.0001803247,0.000067547],"genre_scores_gemma":[0.9986768,3.5439487e-7,0.00013046645,0.00018790136,0.00022758523,0.00038904417,0.0000666912,0.000068512476,0.00025264174],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969847,0.00082501187,0.00053219224,0.00086665753,0.0004268582,0.00036456558],"domain_scores_gemma":[0.9978949,0.0013196673,0.00021851584,0.00038542628,0.00007696933,0.00010453388],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007914725,0.00033026093,0.00036614737,0.00026308405,0.00033386867,0.00014276586,0.00017324474,0.00013279732,0.00014055434],"category_scores_gemma":[0.0010819184,0.00034746132,0.00026105926,0.00044843173,0.000048412647,0.0008999632,0.000027019185,0.00017897437,0.00006509874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033415756,0.00480262,0.014710525,0.0008998092,0.0001459179,0.00050961325,0.030544385,0.3068457,0.35601872,0.0007085736,0.00019575405,0.28127682],"study_design_scores_gemma":[0.02392422,0.0213709,0.0573204,0.00045617143,0.00036700146,0.00015113827,0.0047666966,0.88279146,0.005145067,0.00238866,0.00015135719,0.0011669118],"about_ca_topic_score_codex":0.00022804506,"about_ca_topic_score_gemma":0.00029522664,"teacher_disagreement_score":0.5759458,"about_ca_system_score_codex":0.00020184027,"about_ca_system_score_gemma":0.000055409662,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W2912319938","doi":"10.1016/j.brs.2018.12.322","title":"Evaluating the effects of transcranial direct current stimulation electrode placement on cognition in mild cognitive impairment and alzheimer's disease","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Neurostimulation; Transcranial direct-current stimulation; Cognition; Cognitive impairment; Neuroscience; Psychology; Physical medicine and rehabilitation; Stimulation; Medicine; Audiology","score_opus":0.05474642610571101,"score_gpt":0.3597225547718984,"score_spread":0.3049761286661874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912319938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939773,0.0005168765,0.00075316225,0.0003119563,0.0003032687,0.003862591,0.00003517874,0.000053242315,0.00018640677],"genre_scores_gemma":[0.9993981,0.000042672727,0.000043055436,0.00024047898,0.000058889047,0.00015227207,0.000026651893,0.000024259863,0.000013604626],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99743605,0.00058116554,0.0004627897,0.0005487154,0.0006933653,0.00027793643],"domain_scores_gemma":[0.99404335,0.005442924,0.00019100429,0.00017013702,0.000083284656,0.00006929809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004483826,0.00025183748,0.00027057607,0.00019521454,0.00015477142,0.000033186327,0.000083189945,0.000048303336,0.000042927266],"category_scores_gemma":[0.00094562717,0.00020941267,0.00007600813,0.00036187007,0.00010238083,0.0001663401,0.000025126628,0.00016729457,0.000017428032],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016592152,0.0017345716,0.035376858,0.0006472774,0.00009369616,0.0000067024826,0.005944125,0.35044393,0.4930978,0.001257516,0.00004156883,0.094763786],"study_design_scores_gemma":[0.009288162,0.002121841,0.7513414,0.00051303924,0.00021727226,5.332766e-7,0.000032821412,0.22807814,0.00752578,0.00062867533,0.000009585072,0.00024271544],"about_ca_topic_score_codex":0.0000133014155,"about_ca_topic_score_gemma":0.000006066181,"teacher_disagreement_score":0.71596456,"about_ca_system_score_codex":0.000051740084,"about_ca_system_score_gemma":0.00004784468,"threshold_uncertainty_score":0.85396004},"labels":[],"label_agreement":null},{"id":"W2912331266","doi":"10.1016/j.brs.2018.12.466","title":"The Association Between Transcranial Magnetic Stimulation Evoked Potential Response and Resting Electroencephalography","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Electroencephalography; Resting state fMRI; Neuroscience; Psychology; EEG-fMRI; Prefrontal cortex; Brain activity and meditation; Stimulation; Audiology; Medicine; Cognition","score_opus":0.013038314044564958,"score_gpt":0.25844694940930796,"score_spread":0.245408635364743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912331266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934927,0.00005096576,0.0033662538,0.0019035991,0.00028376456,0.00057009194,0.0000088213965,0.00012251377,0.00020124773],"genre_scores_gemma":[0.99873155,0.00000627027,0.0002256446,0.00020709503,0.00017926845,0.000007713601,0.000008567039,0.000018284254,0.0006156188],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976702,0.0007685277,0.00033476274,0.00041914135,0.00046300195,0.0003443877],"domain_scores_gemma":[0.9950487,0.004440092,0.00019534414,0.0001892666,0.00006938085,0.000057243262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140693,0.00015894961,0.00015306279,0.00013917079,0.00041960026,0.00025918282,0.00017703396,0.00011493635,0.000018205346],"category_scores_gemma":[0.0011165149,0.00013215904,0.00006887758,0.0003745435,0.000057673024,0.00032548857,0.000032929245,0.00020420265,0.000024347599],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097442593,0.00002641863,0.11495664,0.000013939309,0.000013181889,0.0000027488575,0.00066061114,0.012636749,0.8527159,0.00033826142,0.00017401337,0.017487084],"study_design_scores_gemma":[0.0013412971,0.0005433144,0.8601344,0.00002586366,0.000029345823,0.000005284284,0.000020345811,0.12761663,0.0074172085,0.0019887602,0.00068983005,0.00018767254],"about_ca_topic_score_codex":0.00001230622,"about_ca_topic_score_gemma":0.0000047613003,"teacher_disagreement_score":0.8452987,"about_ca_system_score_codex":0.000069540096,"about_ca_system_score_gemma":0.000029815865,"threshold_uncertainty_score":0.5389289},"labels":[],"label_agreement":null},{"id":"W2912355245","doi":"10.1016/j.brs.2018.12.139","title":"Abstract #132: Optimal stimulation parameters for short and long interhemispheric inhibition","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Transcranial magnetic stimulation; Corpus callosum; Neuroscience; Motor cortex; Inhibitory postsynaptic potential; Stimulation; Pulse (music); Axon; Psychology; Cortex (anatomy); Physics","score_opus":0.04179506741340814,"score_gpt":0.2990392102920787,"score_spread":0.25724414287867053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912355245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92904913,0.000040145012,0.06830017,0.00038155416,0.00026912402,0.0014510619,0.00002141048,0.00015866263,0.00032871452],"genre_scores_gemma":[0.9954551,0.0000055033647,0.003629068,0.000534097,0.000065961496,0.00006083526,0.00003772429,0.00003784533,0.00017386695],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983225,0.000051495714,0.0004282227,0.0005999561,0.00031223526,0.00028560852],"domain_scores_gemma":[0.9978385,0.0016732898,0.000115782415,0.00020624025,0.00008955219,0.00007664125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022623266,0.00023566141,0.00024692417,0.00011917971,0.00016279345,0.00010647189,0.000075451666,0.000114471506,0.00016827477],"category_scores_gemma":[0.00064681505,0.00024635368,0.000086758606,0.00024403607,0.00009266787,0.00047742142,0.00003766107,0.00011057163,0.000044889646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006731279,0.000095661024,0.015847469,0.00014068754,0.0000142859235,0.000003096807,0.00053628057,0.30092677,0.65643406,0.000524611,0.0002028973,0.024601037],"study_design_scores_gemma":[0.0027935249,0.00036385778,0.6084807,0.00008887896,0.000034707697,0.000008868826,0.000048807822,0.37546328,0.011313429,0.00065834867,0.0003399175,0.0004057037],"about_ca_topic_score_codex":0.0000074533627,"about_ca_topic_score_gemma":0.000003688314,"teacher_disagreement_score":0.6451206,"about_ca_system_score_codex":0.000057935762,"about_ca_system_score_gemma":0.000017783877,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W2912692546","doi":"10.1016/j.brs.2018.12.790","title":"Rapid-paired associative stimulation induces changes in the excitability profile of unaffected hand muscles in patients with idiopathic dystonia","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dystonia; Transcranial magnetic stimulation; Neuroscience; Stimulation; Cervical dystonia; Neuroplasticity; Motor cortex; Medicine; Psychology; Hand muscles; Deep brain stimulation; Physical medicine and rehabilitation; Internal medicine","score_opus":0.02616053918267134,"score_gpt":0.2563192406259893,"score_spread":0.230158701443318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912692546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964394,0.000034262226,0.00011390635,0.00040557547,0.000102517944,0.0026621046,0.000031042007,0.000042327978,0.00016888556],"genre_scores_gemma":[0.9996464,0.0000014073029,0.00009553649,0.00010719586,0.000021180767,0.000076984245,0.000019668369,0.000019062203,0.000012537001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971159,0.00096175063,0.0004588385,0.0004839378,0.0007101896,0.00026937845],"domain_scores_gemma":[0.99724823,0.0019342797,0.0003364997,0.0002829864,0.00017245919,0.000025539375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008209485,0.00022136477,0.00037265333,0.00028287817,0.000113000984,0.000040739826,0.0001837005,0.00012324766,0.000047999343],"category_scores_gemma":[0.0016803322,0.00016482577,0.00003890317,0.0011838678,0.00016951124,0.0002952323,0.00003227452,0.00019246007,0.000009744151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009536903,0.00054740964,0.87425363,0.00011839387,0.000008907206,0.0000016357154,0.012385952,0.016099488,0.08934152,0.00021532971,0.0000040308523,0.0060700113],"study_design_scores_gemma":[0.0050102454,0.0007059646,0.97820747,0.00015142807,0.000012431282,1.8304563e-7,0.00019281232,0.013680602,0.0015505902,0.0003031394,0.000004571024,0.00018057754],"about_ca_topic_score_codex":0.000107187174,"about_ca_topic_score_gemma":0.00029633872,"teacher_disagreement_score":0.10395382,"about_ca_system_score_codex":0.00011180225,"about_ca_system_score_gemma":0.000049413833,"threshold_uncertainty_score":0.67214},"labels":[],"label_agreement":null},{"id":"W2912740067","doi":"10.1016/j.brs.2018.12.032","title":"Abstract #25: Current Modeling High Definition and Conventional tDCS-enhanced motor learning in children","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Transcranial direct-current stimulation; Motor learning; Primary motor cortex; Neuroscience; Motor cortex; Psychology; Transcranial alternating current stimulation; Current (fluid); Physical medicine and rehabilitation; Stimulation; Medicine; Transcranial magnetic stimulation; Engineering; Electrical engineering","score_opus":0.039826604983194194,"score_gpt":0.2822413942361747,"score_spread":0.24241478925298054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912740067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98668045,0.00008570926,0.011750688,0.00016493941,0.0001972569,0.0005887622,0.00001316548,0.000101497775,0.0004175507],"genre_scores_gemma":[0.9993906,0.000030513262,0.00032255292,0.000077335826,0.00006201577,0.000021383776,0.000035421013,0.000017663213,0.00004252684],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99864787,0.0000847577,0.00033550133,0.00042424636,0.00030862968,0.00019901291],"domain_scores_gemma":[0.99923754,0.00047679406,0.00010124866,0.0000966938,0.0000464289,0.00004130996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018019426,0.00015016373,0.00017079222,0.00017658182,0.00011971326,0.000048774218,0.00006223021,0.00006082701,0.00016861649],"category_scores_gemma":[0.00040542174,0.00016394274,0.000040798714,0.00019778733,0.00003905778,0.00028250105,0.000030495055,0.00020144568,0.000099237004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013696715,0.000117371375,0.07505934,0.000046429013,0.000005907643,6.7250943e-7,0.00035720767,0.5940771,0.3099176,0.0048006168,0.000006196006,0.015474584],"study_design_scores_gemma":[0.0020329223,0.00006438808,0.73454034,0.000058141457,0.000005649316,0.000001656556,0.000012855218,0.26063892,0.00026766013,0.0022116918,0.000014291427,0.00015151403],"about_ca_topic_score_codex":0.000037822705,"about_ca_topic_score_gemma":0.00000353594,"teacher_disagreement_score":0.659481,"about_ca_system_score_codex":0.000039897375,"about_ca_system_score_gemma":0.000020785857,"threshold_uncertainty_score":0.66853905},"labels":[],"label_agreement":null},{"id":"W2912782196","doi":"10.1016/j.brs.2018.12.259","title":"Cognitive profiles in major depressive disorder: Comparing remitters and non-remitters to rTMS treatment","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Transcranial magnetic stimulation; Major depressive disorder; Dorsolateral prefrontal cortex; Cognition; Psychology; Deep transcranial magnetic stimulation; Prefrontal cortex; Working memory; Effects of sleep deprivation on cognitive performance; Neuroscience; Physical medicine and rehabilitation; Stimulation; Medicine","score_opus":0.030399092153245932,"score_gpt":0.2956449275624563,"score_spread":0.2652458354092104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912782196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341375,0.00003589003,0.0026116087,0.001016801,0.00012909324,0.0017909764,0.000016006168,0.000059601167,0.00092627766],"genre_scores_gemma":[0.99868053,0.000006183591,0.0003123497,0.0006407478,0.000029941702,0.000100353565,0.000008820162,0.000022071037,0.00019902058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860334,0.00009368205,0.00027313628,0.00054990716,0.0002204975,0.00025944048],"domain_scores_gemma":[0.9985164,0.0011558498,0.000078141726,0.00014314307,0.00003340933,0.00007309262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007640087,0.00020625038,0.00027216112,0.00019959484,0.00011139328,0.00005052465,0.00007330788,0.000050546834,0.000032741915],"category_scores_gemma":[0.0003184411,0.00019516435,0.0000363086,0.00031283824,0.000063815474,0.0001732712,0.00005035648,0.00006982303,0.0000821907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004426243,0.000101201826,0.77738416,0.000029922161,0.000010784217,0.000007791919,0.004350575,0.02436182,0.18199384,0.00007185494,0.000033997512,0.011211407],"study_design_scores_gemma":[0.005577745,0.00026176719,0.9534744,0.00011508725,0.000019356321,0.0000023867976,0.00025419734,0.03538113,0.0045078974,0.00008114215,0.00009028031,0.0002345903],"about_ca_topic_score_codex":0.00017277292,"about_ca_topic_score_gemma":0.00008367875,"teacher_disagreement_score":0.17748594,"about_ca_system_score_codex":0.000070291884,"about_ca_system_score_gemma":0.00001490763,"threshold_uncertainty_score":0.79585713},"labels":[],"label_agreement":null},{"id":"W2912788280","doi":"10.1016/j.brs.2018.12.733","title":"Improving central auditory processing features following two electrode montage of transcranial direct current stimulation (Tdcs) in children and adolescents with dyslexia","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Transcranial direct-current stimulation; Audiology; Psychology; Dyslexia; Speech perception; Lateralization of brain function; Echoic memory; Perception; Stimulation; Cognition; Medicine; Neuroscience; Reading (process)","score_opus":0.008198125115100456,"score_gpt":0.26707914176502695,"score_spread":0.2588810166499265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912788280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744546,0.000038396513,0.0014361799,0.000026567172,0.0002576622,0.0006428225,0.000009179075,0.000054316468,0.000089441375],"genre_scores_gemma":[0.99967855,0.0000027194337,0.00008723482,0.000036620833,0.00012009461,0.000005784839,0.000014022569,0.000022717924,0.000032265358],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986865,0.00010627338,0.0002515528,0.00039807,0.00028499775,0.0002725913],"domain_scores_gemma":[0.9995312,0.00010183222,0.00016689448,0.00012432813,0.00002499515,0.000050743216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000632334,0.00016500955,0.00019581309,0.0001782982,0.0000997254,0.00005604373,0.00007378952,0.00005245873,0.0000061017963],"category_scores_gemma":[0.00010271396,0.00015442706,0.000053466265,0.00023278262,0.000025538306,0.0006452201,0.000012031728,0.0002358444,0.0000018447411],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040261386,0.000140532,0.29100895,0.00006017196,0.000005245852,0.000002032483,0.00073689566,0.040393814,0.6491759,0.000015768239,0.000007031258,0.01805107],"study_design_scores_gemma":[0.0023662199,0.00012894988,0.8870323,0.0002908458,0.000026821634,0.0000080317195,0.000019510826,0.0823364,0.027575387,0.000019954177,0.000008462912,0.00018715589],"about_ca_topic_score_codex":0.00013241106,"about_ca_topic_score_gemma":0.00008674139,"teacher_disagreement_score":0.62160045,"about_ca_system_score_codex":0.00008295129,"about_ca_system_score_gemma":0.000050630926,"threshold_uncertainty_score":0.6297353},"labels":[],"label_agreement":null},{"id":"W2912840091","doi":"10.1016/j.brs.2018.12.472","title":"Probing Plasticity in the Dorsolateral Prefrontal Cortex of Patients with Treatment-Resistant Depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia; Centre for Addiction and Mental Health","funders":"","keywords":"Dorsolateral prefrontal cortex; Neuroplasticity; Transcranial magnetic stimulation; Neuroscience; Psychology; Prefrontal cortex; Major depressive disorder; Electroencephalography; Executive functions; Working memory; Stimulation; Medicine; Cognition","score_opus":0.01670074326247524,"score_gpt":0.24543742412652952,"score_spread":0.2287366808640543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912840091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99766046,0.0000045718457,0.0005400513,0.000047845348,0.000057997695,0.0011402455,0.000024536375,0.000024433157,0.00049988506],"genre_scores_gemma":[0.99968874,4.7900284e-7,0.00014673537,0.00006349433,0.000011603394,0.000022200953,0.000009458896,0.0000108448685,0.00004643179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886227,0.00012844082,0.00024665613,0.000274347,0.00033200672,0.00015626276],"domain_scores_gemma":[0.9989241,0.00075780385,0.00012196343,0.00014328932,0.000034602956,0.00001827158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005376852,0.00013267554,0.0001634555,0.00007489676,0.00007246693,0.000020644351,0.00009899388,0.000036929767,0.000043765034],"category_scores_gemma":[0.00010292881,0.000079318736,0.000030016432,0.00021317457,0.000051921925,0.00016592826,0.000016135156,0.00005421161,0.000010110792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002101111,0.00040593007,0.68027365,0.000028541623,0.0000062737813,0.0000022987867,0.0033274475,0.03251529,0.27974612,0.00017366219,0.0000060259836,0.0014136638],"study_design_scores_gemma":[0.004024077,0.0006427914,0.97968125,0.00004236552,0.000012229579,4.077703e-7,0.000033593835,0.014173114,0.0012074197,0.000053154647,0.00003695327,0.000092655064],"about_ca_topic_score_codex":0.00005902123,"about_ca_topic_score_gemma":0.000048499835,"teacher_disagreement_score":0.2994076,"about_ca_system_score_codex":0.000045993307,"about_ca_system_score_gemma":0.000017432005,"threshold_uncertainty_score":0.3234524},"labels":[],"label_agreement":null},{"id":"W2912902986","doi":"10.1016/j.brs.2018.12.574","title":"Increase of 11C-PBR28 binding after a clinical course of theta burst stimulation in non-human primates: a preliminary assessment","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial magnetic stimulation; Stimulation; Neuroscience; Psychology; Transcranial alternating current stimulation","score_opus":0.040274107470393575,"score_gpt":0.3910358301886621,"score_spread":0.35076172271826855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912902986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99534535,0.0000289362,0.0016998072,0.00018178014,0.00019869434,0.0014723168,0.000053521693,0.000046509478,0.0009730616],"genre_scores_gemma":[0.9986917,0.0000058114783,0.0009323146,0.000088949615,0.000044811255,0.000043609773,0.000025774043,0.00003303422,0.00013402163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701047,0.00039585086,0.0012257623,0.00055474363,0.00054309383,0.00027010654],"domain_scores_gemma":[0.99620235,0.0026176195,0.0005245742,0.00044482,0.00014005088,0.00007058812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009196019,0.00024766635,0.00056329474,0.000321382,0.00006549781,0.000021666174,0.00019944123,0.00015518739,0.00019579056],"category_scores_gemma":[0.0005596658,0.00023880723,0.00015206801,0.0005567257,0.0002037146,0.00032262155,0.00010220198,0.00020531795,0.00002466348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009521922,0.0007901236,0.7646106,0.00019230755,0.00001641731,0.000006202615,0.0008094346,0.052019335,0.17871025,0.00042127137,0.000019706413,0.0014521964],"study_design_scores_gemma":[0.0036005252,0.00079299056,0.8499935,0.00020685313,0.00004377628,0.0000015734242,0.00006972366,0.14382415,0.00091491186,0.00035286383,0.000013489711,0.00018563768],"about_ca_topic_score_codex":0.00007875418,"about_ca_topic_score_gemma":0.00001307247,"teacher_disagreement_score":0.17779534,"about_ca_system_score_codex":0.00006468598,"about_ca_system_score_gemma":0.000087706714,"threshold_uncertainty_score":0.97382766},"labels":[],"label_agreement":null},{"id":"W2912968257","doi":"10.1016/j.brs.2018.12.737","title":"Effect of transcranial magnetic stimulation as an enhancer of a cognitive stimulation maneuver in mild cognitive impairment patients case studies preliminary results","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Montreal Cognitive Assessment; Transcranial magnetic stimulation; Cognition; Impulsivity; Neuromodulation; Psychology; Audiology; Effects of sleep deprivation on cognitive performance; Brain stimulation; Physical medicine and rehabilitation; Medicine; Physical therapy; Stimulation; Cognitive impairment; Clinical psychology; Psychiatry; Neuroscience","score_opus":0.024904857284652596,"score_gpt":0.3349233389835137,"score_spread":0.3100184816988611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912968257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930091,0.00014498395,0.00041697721,0.00004397717,0.00033656677,0.0053956993,0.0003031791,0.00007902379,0.0002705097],"genre_scores_gemma":[0.9993102,0.000015217931,0.00013304042,0.00006750015,0.00005262048,0.00012272692,0.00013587532,0.000055734516,0.00010711265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9949433,0.0012595414,0.0014373759,0.0009948837,0.00093839207,0.00042647633],"domain_scores_gemma":[0.9884119,0.009964882,0.0006291136,0.00031048988,0.0005819737,0.00010165524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008359421,0.00050559576,0.00083661685,0.0006055743,0.00013900924,0.000023165785,0.00014517314,0.00021377597,0.00015288465],"category_scores_gemma":[0.003134968,0.00049103575,0.00016987609,0.00090568577,0.00030174697,0.0006741509,0.00006496628,0.00022318236,0.000042091746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23700395,0.005960228,0.18801421,0.0025884258,0.0002521802,0.00038333982,0.07270857,0.28234074,0.12940744,0.0002547837,0.000045729543,0.08104043],"study_design_scores_gemma":[0.049257535,0.04020681,0.77023774,0.0012296194,0.00041123695,0.00003358754,0.0007457221,0.109020345,0.027880741,0.0003039871,0.000002000946,0.00067067705],"about_ca_topic_score_codex":0.00016469884,"about_ca_topic_score_gemma":0.00004841509,"teacher_disagreement_score":0.58222353,"about_ca_system_score_codex":0.0001261656,"about_ca_system_score_gemma":0.000058204416,"threshold_uncertainty_score":0.99975413},"labels":[],"label_agreement":null},{"id":"W2913312620","doi":"10.1016/j.brs.2018.12.275","title":"Resting motor threshold’s asymmetry correlates with the cognitive level in alzheimer’s","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Neuroscience; Psychology; Biomarker; Alzheimer's disease; Disease; Medicine; Stimulation; Physical medicine and rehabilitation; Internal medicine; Biology","score_opus":0.08536783775430574,"score_gpt":0.3069725672096305,"score_spread":0.22160472945532478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913312620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887083,0.00010983178,0.0022874132,0.001562234,0.00017055392,0.0011664438,0.000019389121,0.000095417774,0.0058803842],"genre_scores_gemma":[0.9983037,0.000002300994,0.00021970437,0.0009852716,0.000050349016,0.00003413589,0.0000046030855,0.00002781086,0.00037208846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984918,0.0001420203,0.00025574525,0.0004332882,0.00040807616,0.0002690223],"domain_scores_gemma":[0.995527,0.004043797,0.00012241685,0.00019437938,0.00007685948,0.000035529403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027177928,0.00018480014,0.00018546067,0.00013779744,0.00017286338,0.00005731629,0.0001506178,0.00006803856,0.00009140253],"category_scores_gemma":[0.0008666672,0.00013070533,0.00003797718,0.00061566266,0.00014112426,0.0002276234,0.00004502772,0.00022112647,0.00017980715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024251104,0.00029006513,0.56651056,0.00004648813,0.000080310856,0.000045597193,0.006933422,0.1815761,0.208168,0.0085998,0.00052211207,0.024802428],"study_design_scores_gemma":[0.00278834,0.00026251184,0.90067685,0.00010168744,0.000038839848,0.000007931965,0.00031144288,0.093989156,0.0010633933,0.00041393147,0.00011209086,0.00023384455],"about_ca_topic_score_codex":0.000053390802,"about_ca_topic_score_gemma":0.000055580684,"teacher_disagreement_score":0.33416626,"about_ca_system_score_codex":0.000025404135,"about_ca_system_score_gemma":0.00003430512,"threshold_uncertainty_score":0.5330009},"labels":[],"label_agreement":null},{"id":"W2913353948","doi":"10.1016/j.brs.2018.12.816","title":"A Competence By Design model for integrating neurostimulation modalities into psychiatry residency training","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurostimulation; Modalities; Competence (human resources); Residency training; Specialty; Electroconvulsive therapy; Medicine; Medical education; Psychology; Psychiatry; Stimulation; Schizophrenia (object-oriented programming); Internal medicine","score_opus":0.08362623001932357,"score_gpt":0.3162438641875316,"score_spread":0.23261763416820802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913353948","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2277404,0.000061849416,0.76688665,0.0025350254,0.00043927375,0.0016403382,0.000034436205,0.00025932892,0.00040267376],"genre_scores_gemma":[0.9019306,0.000003516452,0.09583841,0.0012199167,0.000085605396,0.00010849855,0.000023004757,0.000054864857,0.00073560665],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99748814,0.00023448026,0.0006379596,0.0007558152,0.0004793917,0.00040421612],"domain_scores_gemma":[0.995824,0.0033838442,0.00024947934,0.00031711004,0.00014375651,0.00008181251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044313425,0.0003166277,0.00034111636,0.00018111446,0.00042107064,0.00012723338,0.00024526907,0.00012259363,0.000044386463],"category_scores_gemma":[0.0019805166,0.00032735142,0.000116393814,0.00038014175,0.00010103023,0.00059458334,0.00003823427,0.00016916417,0.00003306211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025810098,0.000036306046,0.0008174233,0.000054626576,0.000004176021,2.1188094e-7,0.0038162926,0.7083905,0.2619336,0.021464994,0.0005050831,0.0027187183],"study_design_scores_gemma":[0.0018872626,0.0002758434,0.0034005952,0.000075004646,0.000019561197,0.000002193893,0.00022888885,0.9272193,0.00083749596,0.06566991,0.000058672405,0.00032527055],"about_ca_topic_score_codex":0.000027846982,"about_ca_topic_score_gemma":0.000015298481,"teacher_disagreement_score":0.67419016,"about_ca_system_score_codex":0.00006632019,"about_ca_system_score_gemma":0.00021164998,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W2913536894","doi":"10.1016/j.brs.2018.12.250","title":"Various targeting methods for subthalamic nucleus in deep brain stimulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Subthalamic nucleus; Deep brain stimulation; Pedunculopontine nucleus; Neuroscience; Globus pallidus; Nucleus; Parkinson's disease; Stimulation; Medicine; Basal ganglia; Psychology; Disease; Central nervous system; Internal medicine","score_opus":0.025888950162016335,"score_gpt":0.35682724494917367,"score_spread":0.33093829478715736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913536894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9084645,0.000118915275,0.086930804,0.0018260659,0.00015186203,0.001733313,0.0000044826043,0.000085519336,0.0006845261],"genre_scores_gemma":[0.9555669,0.0000025819095,0.04178984,0.0018912397,0.000048652568,0.000042031068,0.00024102339,0.000032751825,0.00038498704],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998724,0.00015224214,0.0003321354,0.00038249596,0.00013576122,0.00027339492],"domain_scores_gemma":[0.9983793,0.0012054458,0.000108476124,0.00018747442,0.000057427435,0.000061871426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048139435,0.00016594186,0.00029796216,0.00014467479,0.000056770663,0.000020204297,0.000049554383,0.00014648156,0.00015275674],"category_scores_gemma":[0.0008853228,0.00014768544,0.00009799724,0.0002317784,0.000016421978,0.00011947633,0.00002401183,0.00012236866,0.000045132434],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019413169,0.0010209869,0.57793146,0.00024703695,0.00010343648,0.00003095887,0.0009299211,0.098115444,0.0800951,0.002147438,0.00083102414,0.23660588],"study_design_scores_gemma":[0.0055925027,0.0005974597,0.44858143,0.000024939392,0.000033870383,0.0000023012306,0.000023375913,0.53321236,0.0001945226,0.010756574,0.0008422543,0.000138399],"about_ca_topic_score_codex":0.000033619548,"about_ca_topic_score_gemma":0.000009463529,"teacher_disagreement_score":0.43509692,"about_ca_system_score_codex":0.00008367823,"about_ca_system_score_gemma":0.00002462007,"threshold_uncertainty_score":0.6022438},"labels":[],"label_agreement":null},{"id":"W2913620049","doi":"10.1016/j.brs.2018.12.914","title":"Human vs Non human primates: practical tips","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Non-human; Action (physics); Neuroscience; Psychology; Human research; Engineering ethics; Cognitive science; Engineering; Epistemology; Philosophy","score_opus":0.018720159613122227,"score_gpt":0.2954928174206332,"score_spread":0.276772657807511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913620049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964625,0.000013494754,0.00583845,0.00034398565,0.00012287963,0.00029589128,0.0000012660605,0.00037301003,0.028386008],"genre_scores_gemma":[0.9986532,0.000001531015,0.0004424846,0.00012791468,0.000083799634,0.000013173583,0.000035923695,0.00002466035,0.0006173095],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993502,0.000016662943,0.00016905497,0.00013955598,0.00014475231,0.00017979891],"domain_scores_gemma":[0.99966586,0.00007310239,0.00003354278,0.00015837251,0.000034984256,0.00003415493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010555108,0.00011370145,0.00012662172,0.00014581582,0.00010747925,0.00003551755,0.000045061,0.000063642,0.00017094542],"category_scores_gemma":[0.000025408564,0.00011869179,0.000044776127,0.00021587758,0.00001796329,0.00022453303,0.0000134045395,0.0001174416,0.000053356358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049389226,0.00021840699,0.0741052,0.0005051398,0.00031413598,0.0000048162983,0.0014953737,0.05294568,0.69440764,0.04166665,0.11844774,0.015839804],"study_design_scores_gemma":[0.0009916876,0.00017091299,0.93904895,0.000036489917,0.00001820369,0.0000031450022,0.00004977679,0.041563295,0.0026727612,0.00092356454,0.014174397,0.0003468327],"about_ca_topic_score_codex":0.000004508461,"about_ca_topic_score_gemma":0.0000028061188,"teacher_disagreement_score":0.86494374,"about_ca_system_score_codex":0.000043994747,"about_ca_system_score_gemma":0.000004803756,"threshold_uncertainty_score":0.48401105},"labels":[],"label_agreement":null},{"id":"W2913636257","doi":"10.1016/j.brs.2018.12.970","title":"Clinical outcomes with intermittent theta burst versus high frequency repetitive transcranial magnetic stimulation in patients with depression: A THREE-D report","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Tolerability; Depression (economics); Treatment-resistant depression; Stimulation; Dorsolateral prefrontal cortex; Psychology; Major depressive disorder; Deep transcranial magnetic stimulation; Brain stimulation; Prefrontal cortex; Neuroscience; Medicine; Physical medicine and rehabilitation; Audiology; Adverse effect; Internal medicine; Cognition","score_opus":0.028512395568076575,"score_gpt":0.2969617731533764,"score_spread":0.26844937758529985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913636257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908594,0.000014789527,0.0039869733,0.00045961075,0.00075904443,0.002395628,0.000032617678,0.00017113422,0.0013207945],"genre_scores_gemma":[0.9977331,0.0000018309141,0.0015685165,0.00020941255,0.00008027684,0.000064130036,0.000058870355,0.00006414413,0.00021972638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959226,0.0003102761,0.0010574729,0.0012139723,0.0010584634,0.00043717038],"domain_scores_gemma":[0.9962341,0.0022889758,0.00041148838,0.00070373947,0.0002398413,0.00012183885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039366112,0.00044313644,0.0006266481,0.00025313935,0.0001527858,0.000073533614,0.0002503439,0.00018213183,0.0003600123],"category_scores_gemma":[0.00082384935,0.00033102525,0.00013113632,0.0006099542,0.00024170242,0.00048854796,0.00004901507,0.0003525388,0.000069995534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049504545,0.0003993567,0.9728204,0.000018862496,0.000023416454,0.00006481999,0.00024225345,0.015729487,0.0004523437,0.00028465636,0.000005434465,0.0050085327],"study_design_scores_gemma":[0.022590583,0.002369188,0.96975374,0.00014140373,0.00008685748,0.00000726044,0.000022060742,0.004223313,0.000020396157,0.00031926535,0.000026065813,0.0004398532],"about_ca_topic_score_codex":0.0001874345,"about_ca_topic_score_gemma":0.00038089004,"teacher_disagreement_score":0.017640129,"about_ca_system_score_codex":0.00010863374,"about_ca_system_score_gemma":0.00008411835,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2913676286","doi":"10.1016/j.brs.2018.12.157","title":"Abstract #150: Transcranial direct stimulation stimulation (tDCS) in pre-operative brain tumour subjects: preliminary testing","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial direct-current stimulation; Glioma; Medicine; Brain stimulation; Stimulation; Resection; Deep brain stimulation; Motor cortex; Physical medicine and rehabilitation; Surgery; Neuroscience; Psychology; Pathology; Internal medicine; Disease","score_opus":0.03905287537810438,"score_gpt":0.3053606445613591,"score_spread":0.2663077691832547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913676286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830487,0.00008269912,0.0050073997,0.001148151,0.0005415341,0.00361404,0.000068847934,0.0005548826,0.0059337458],"genre_scores_gemma":[0.9966224,0.000004966969,0.0015120559,0.00068345206,0.00027709725,0.000115519586,0.00009140752,0.00012517384,0.00056796585],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9944211,0.0006452355,0.0014185479,0.0015264696,0.0011523782,0.00083626166],"domain_scores_gemma":[0.9899531,0.008599543,0.00045646392,0.00054356497,0.00027411102,0.00017318879],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009812544,0.00071359024,0.0007641132,0.0007171898,0.00040825288,0.00021708739,0.000380727,0.00033380417,0.0005524011],"category_scores_gemma":[0.0049705794,0.0007611397,0.00019505038,0.0018021454,0.0001690706,0.0014844021,0.00007829879,0.00055201683,0.00029976986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011711682,0.0002623302,0.033964265,0.00008405486,0.000009763163,0.000016928403,0.0027043512,0.52989876,0.42654112,0.00021314817,0.000085884574,0.00504823],"study_design_scores_gemma":[0.004570559,0.0007158091,0.6389542,0.00017670807,0.000026343454,0.0000078785,0.00006211541,0.35099944,0.0033316002,0.0005020013,0.00010523406,0.00054808403],"about_ca_topic_score_codex":0.0003565246,"about_ca_topic_score_gemma":0.00010631819,"teacher_disagreement_score":0.60498995,"about_ca_system_score_codex":0.00030992395,"about_ca_system_score_gemma":0.00016025972,"threshold_uncertainty_score":0.99948394},"labels":[],"label_agreement":null},{"id":"W2913680859","doi":"10.1016/j.brs.2018.12.592","title":"Identification of Alzheimer’s and mixed Alzheimer’s/vascular dementias using electrovestibulgraphy: A pilot study","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Alzheimer's disease; Vascular dementia; Identification (biology); Medicine; Disease; Neuroscience; Psychology; Dementia; Pathology; Biology","score_opus":0.060505548546706395,"score_gpt":0.30923142653128805,"score_spread":0.24872587798458165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913680859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208546,0.0003963021,0.0059745507,0.00005016315,0.00027021117,0.0011237464,0.0000057106517,0.000055755987,0.000038091188],"genre_scores_gemma":[0.999613,0.000005408405,0.00019683418,0.00009194405,0.000037838843,0.000011114561,0.000008140393,0.000025231604,0.00001052356],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99821883,0.0002765858,0.00042115583,0.00047955546,0.00039525545,0.00020859862],"domain_scores_gemma":[0.9990943,0.00017196422,0.00028383554,0.00033468244,0.00006137288,0.000053864034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004377809,0.00016545877,0.00021158317,0.00020652763,0.00013406383,0.000053422726,0.00012752054,0.000037670976,0.000029365277],"category_scores_gemma":[0.00028606903,0.00017597183,0.000045204542,0.00040353544,0.0000745616,0.00032384758,0.000047551977,0.000091099246,0.00002178673],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004827244,0.00034192303,0.016517818,0.000011886977,0.00009737054,9.170816e-7,0.00019849112,0.038525224,0.9427058,0.00023163925,0.00004191076,0.0012787243],"study_design_scores_gemma":[0.003950975,0.0027557504,0.3550135,0.000046489447,0.0010175752,0.000008552068,0.000258979,0.2803354,0.35415095,0.0016860325,0.00013326574,0.0006425588],"about_ca_topic_score_codex":0.000053610587,"about_ca_topic_score_gemma":0.000008176543,"teacher_disagreement_score":0.58855486,"about_ca_system_score_codex":0.000011241353,"about_ca_system_score_gemma":0.000036530742,"threshold_uncertainty_score":0.7175923},"labels":[],"label_agreement":null},{"id":"W2913708008","doi":"10.1016/j.brs.2018.12.232","title":"Repetitive Transcranial Magnetic Stimulation for Cerebellar Ataxia: Case Reports","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University Health Network","funders":"","keywords":"Transcranial magnetic stimulation; Ataxia; Cerebellum; Neuroscience; Stimulation; Cerebellar ataxia; Brain stimulation; Physical medicine and rehabilitation; Psychology; Medicine","score_opus":0.029033062796129456,"score_gpt":0.2851259172168119,"score_spread":0.25609285442068247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913708008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95465994,0.000099839825,0.03690976,0.0008010892,0.0010170459,0.0036648554,0.00009860924,0.00033962054,0.0024092458],"genre_scores_gemma":[0.99433136,0.000005101116,0.0025230066,0.0005838299,0.00025328182,0.00011157618,0.000045253284,0.00007244397,0.0020741287],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99690485,0.00019395766,0.0008133533,0.0010711789,0.0005468456,0.00046979423],"domain_scores_gemma":[0.99639344,0.0024122198,0.00028754992,0.00055640604,0.0002288288,0.000121561694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042359042,0.00035979247,0.00040716561,0.00023091957,0.0003791065,0.000096711185,0.000099970726,0.00019098907,0.0007846949],"category_scores_gemma":[0.001366806,0.00038050962,0.00020577558,0.00051430124,0.000116897405,0.00040557625,0.000032548447,0.00015975979,0.00013116478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019224236,0.00042924762,0.011870633,0.00033474754,0.000036646135,0.0019914056,0.0033051244,0.15665145,0.7924606,0.005968343,0.0013602868,0.023669077],"study_design_scores_gemma":[0.024051603,0.0046678064,0.2095391,0.00023995907,0.000508395,0.007926801,0.00040236197,0.67910975,0.01835087,0.01613094,0.036259126,0.002813317],"about_ca_topic_score_codex":0.00006620203,"about_ca_topic_score_gemma":0.000030323263,"teacher_disagreement_score":0.7741097,"about_ca_system_score_codex":0.00008864022,"about_ca_system_score_gemma":0.00005958875,"threshold_uncertainty_score":0.9998647},"labels":[],"label_agreement":null},{"id":"W2913757096","doi":"10.1016/j.brs.2018.12.942","title":"ECS-induced neurogenesis and congitive side effects","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neurogenesis; Hippocampus; Neuroscience; Forgetting; Hippocampal formation; Psychology; Retrograde amnesia; Engram; Amnesia; Psychiatry; Cognitive psychology","score_opus":0.01242474278444635,"score_gpt":0.28217879933630435,"score_spread":0.269754056551858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913757096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567497,0.0002308831,0.00009002294,0.0011271505,0.00007470636,0.0008423013,7.9326725e-7,0.000065391985,0.0018937722],"genre_scores_gemma":[0.99791133,0.00001019938,0.00011909238,0.0013099627,0.00006762308,0.000015492527,0.0000074745767,0.000020048888,0.0005387607],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993628,0.000056005632,0.000106244355,0.00020737416,0.00012302629,0.0001445305],"domain_scores_gemma":[0.9990754,0.0006224364,0.00004592813,0.00012535528,0.00008321426,0.000047642152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008727498,0.00010898256,0.00020445576,0.00006950837,0.000044989705,0.000008843506,0.000018696865,0.00004659537,0.000014098848],"category_scores_gemma":[0.00022741889,0.00009845502,0.00003237137,0.00010483851,0.000020986148,0.00006259926,0.00001803104,0.000067159126,0.00005596843],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024302323,0.00002889932,0.078701735,0.000081105965,0.00009353936,0.000015226153,0.00035126743,0.000038008293,0.90773815,0.00020104239,0.00009923781,0.012408735],"study_design_scores_gemma":[0.0027316383,0.0008698152,0.89654195,0.000050949166,0.00005810842,0.000027473603,0.00002810131,0.0018226225,0.09728665,0.00023101189,0.00023524057,0.00011642339],"about_ca_topic_score_codex":0.0000095137,"about_ca_topic_score_gemma":0.0000022136646,"teacher_disagreement_score":0.8178402,"about_ca_system_score_codex":0.000033310345,"about_ca_system_score_gemma":0.000020031695,"threshold_uncertainty_score":0.40148792},"labels":[],"label_agreement":null},{"id":"W2913766289","doi":"10.1016/j.brs.2018.12.666","title":"Coil design considerations affecting energy efficiency of modern rTMS systems","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Electromagnetic coil; Energy (signal processing); Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Computer science; Medicine; Neuroscience; Psychology; Stimulation; Engineering; Electrical engineering; Physics","score_opus":0.056950934251375575,"score_gpt":0.2803097728908645,"score_spread":0.22335883863948894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913766289","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4793378,0.00013419925,0.51668227,0.00015459838,0.00045651142,0.0006110818,0.000010013525,0.00013511573,0.0024784084],"genre_scores_gemma":[0.99820733,0.0000031722457,0.0011874534,0.00016066492,0.000048060963,0.000019022928,0.0000024140393,0.000022255204,0.00034961663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982867,0.00033802554,0.00042871825,0.0003848258,0.00034824476,0.00021343614],"domain_scores_gemma":[0.99463326,0.0047392864,0.00020203817,0.00025716893,0.0001242219,0.000044025175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002921469,0.00015907732,0.00026059916,0.00015620934,0.00018080758,0.0000523424,0.0000891093,0.000074052165,0.00009010391],"category_scores_gemma":[0.0012975855,0.00015854384,0.000059644277,0.00033524603,0.000081315724,0.00017657073,0.0000275402,0.00006644924,0.000040013696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026010519,0.00003693293,0.00037084878,0.000020259684,0.0000031656416,9.658972e-7,0.0004626653,0.5295707,0.46197936,0.0069218604,0.00005800617,0.0005492168],"study_design_scores_gemma":[0.0015758086,0.00025128754,0.0064552194,0.000057586552,0.000020036428,0.000011966355,0.00004983113,0.95471495,0.03247286,0.004104546,0.000059037167,0.00022686902],"about_ca_topic_score_codex":0.000057836907,"about_ca_topic_score_gemma":0.000004202193,"teacher_disagreement_score":0.5188695,"about_ca_system_score_codex":0.000032865188,"about_ca_system_score_gemma":0.000051697112,"threshold_uncertainty_score":0.64652306},"labels":[],"label_agreement":null},{"id":"W2913784754","doi":"10.1016/j.brs.2018.12.537","title":"Repetitive transcranial magnetic stimulation of the dorsal anterior cingulate cortex in the treatment of obsessive compulsive disorder: A double blind randomized clinical trial","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Anterior cingulate cortex; Obsessive compulsive; Deep transcranial magnetic stimulation; Dorsum; Stimulation; Psychology; Neuroscience; Randomized controlled trial; Open label; Cingulate cortex; Medicine; Psychiatry; Internal medicine; Cognition; Central nervous system; Anatomy","score_opus":0.055807883412677464,"score_gpt":0.3558641947988071,"score_spread":0.30005631138612965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913784754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98781383,0.0001770257,0.0012965964,0.0005507626,0.00085804466,0.008865314,0.00004107373,0.000027444068,0.00036988882],"genre_scores_gemma":[0.99930984,0.00007839473,0.00011225628,0.0001139718,0.000103551734,0.00012444545,0.000011174713,0.00002424423,0.00012210985],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99479204,0.0019801648,0.0016875673,0.00057893666,0.0006983427,0.00026294193],"domain_scores_gemma":[0.9892733,0.009214896,0.00080175506,0.0005138707,0.00016414764,0.000032048476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010540608,0.00030715895,0.0010688368,0.00016932435,0.00013189066,0.00003483595,0.0003142164,0.00015084744,0.0001357847],"category_scores_gemma":[0.0010227958,0.00018753282,0.0005673998,0.00071266206,0.0006144725,0.00014561712,0.000027729657,0.00016257116,0.000009528494],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88611794,0.0018869641,0.01152083,0.00005040554,0.000052876265,0.0000052605074,0.011415918,0.046703808,0.029378375,0.0012124276,0.0000034839156,0.011651704],"study_design_scores_gemma":[0.6673727,0.002586236,0.2611482,0.000092731694,0.00018680796,0.000002772074,0.0001806125,0.06723348,0.0004198256,0.0005410997,0.000058120382,0.00017736705],"about_ca_topic_score_codex":0.0002745285,"about_ca_topic_score_gemma":0.00008595998,"teacher_disagreement_score":0.2496274,"about_ca_system_score_codex":0.00004797877,"about_ca_system_score_gemma":0.00009320162,"threshold_uncertainty_score":0.76473665},"labels":[],"label_agreement":null},{"id":"W2914018070","doi":"10.1016/j.brs.2018.12.765","title":"The acute effects of a combined yoga and transcranial direct current stimulation on working memory and mindfulness","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial direct-current stimulation; Mindfulness; Meditation; Neurophysiology; Psychology; Mindfulness meditation; Intervention (counseling); Physical medicine and rehabilitation; Transcranial magnetic stimulation; Stimulation; Brain stimulation; Medicine; Psychotherapist; Neuroscience; Psychiatry","score_opus":0.01838178649594434,"score_gpt":0.2703603897177735,"score_spread":0.25197860322182913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914018070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946196,0.00023261573,0.0020515167,0.00045471874,0.00068462006,0.0013255175,0.000007809964,0.00006826881,0.00055529847],"genre_scores_gemma":[0.9995869,0.000020466403,0.00005086294,0.000094099974,0.00005535317,0.000056934943,0.0000030644128,0.000022321361,0.000110020985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983405,0.00025087313,0.00033998926,0.00043555972,0.000411378,0.00022171087],"domain_scores_gemma":[0.99369395,0.0058248714,0.00015771473,0.00021934132,0.000048191057,0.000055912933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025277268,0.00021531602,0.00028663152,0.000118642594,0.00030589543,0.00006316018,0.00010287843,0.00006955526,0.000013006345],"category_scores_gemma":[0.00050338305,0.00016980793,0.00005624138,0.00029461307,0.00017936583,0.00013314668,0.000033637396,0.00013621431,0.0000075697208],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005345605,0.0003672574,0.014579549,0.00048605385,0.00008792297,0.000008676187,0.0043819216,0.031115523,0.35197532,0.010293174,0.00013487058,0.58122414],"study_design_scores_gemma":[0.014058755,0.0015188113,0.7825791,0.00042659038,0.00020657975,0.0000055421083,0.00004669942,0.14985138,0.046980962,0.0030245823,0.0007577073,0.00054325984],"about_ca_topic_score_codex":0.000007973726,"about_ca_topic_score_gemma":0.0000045108413,"teacher_disagreement_score":0.7679996,"about_ca_system_score_codex":0.00002125951,"about_ca_system_score_gemma":0.000016302944,"threshold_uncertainty_score":0.69245666},"labels":[],"label_agreement":null},{"id":"W2914102281","doi":"10.1016/j.brs.2018.12.967","title":"Ethical considerations for brain stimulation: The industry perspective","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Dementia; Productivity; Perspective (graphical); Foundation (evidence); Mental health; Health care; Psychology; Disease; Medicine; Business; Gerontology; Public economics; Psychiatry; Neuroscience; Political science; Economic growth; Economics; Internal medicine; Computer science","score_opus":0.05983093208698057,"score_gpt":0.3634801361513962,"score_spread":0.3036492040644156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914102281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75387126,0.000050733557,0.002458896,0.23640099,0.00015060646,0.0022670885,0.000021353084,0.00008676098,0.004692306],"genre_scores_gemma":[0.9696367,6.223954e-7,0.000739332,0.027678736,0.00012048591,0.00005991727,0.000050236773,0.000015356065,0.001698645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990672,0.00010224765,0.00018805817,0.0002800973,0.00020145864,0.00016095031],"domain_scores_gemma":[0.9967287,0.0027138165,0.00006431873,0.00022527756,0.00020431718,0.00006356635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022684227,0.00012217264,0.00017116684,0.00004587547,0.00019304946,0.000034210185,0.00003335413,0.00037459526,0.0006388881],"category_scores_gemma":[0.0019549998,0.000081901155,0.00009577488,0.00012599194,0.000064592634,0.00006209074,0.000018759934,0.0004849675,0.00007441384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002150683,0.0013116489,0.2610616,0.00010158774,0.000520508,0.00004421064,0.0034348657,0.06476654,0.0055747186,0.5460338,0.11000334,0.004996491],"study_design_scores_gemma":[0.008200023,0.0013791544,0.6857861,0.00003492848,0.00013989862,0.000019172761,0.0004256261,0.07999194,0.00010731513,0.22017129,0.003525554,0.0002189839],"about_ca_topic_score_codex":0.000018056593,"about_ca_topic_score_gemma":0.0000075363305,"teacher_disagreement_score":0.42472452,"about_ca_system_score_codex":0.000058996247,"about_ca_system_score_gemma":0.000079788086,"threshold_uncertainty_score":0.6995377},"labels":[],"label_agreement":null},{"id":"W2914127266","doi":"10.1016/j.brs.2018.12.921","title":"Should Cardiac Pace-makers be an exclusion criteria for tDCS?","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Pace; Medicine; Transcranial direct-current stimulation; Cardiology; Neuroscience; Psychology; Internal medicine; Stimulation; Physics","score_opus":0.10831515640140063,"score_gpt":0.37243247057824885,"score_spread":0.26411731417684825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914127266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772432,0.000033227927,0.013575993,0.00346781,0.0013102074,0.0019149622,0.000111378846,0.00028388738,0.0020593693],"genre_scores_gemma":[0.99480623,0.0000047109206,0.001994006,0.0018200446,0.00021772993,0.000059674607,0.000041432304,0.000043686505,0.0010124971],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99817723,0.0001814266,0.00031166404,0.0005991007,0.0004157766,0.00031477335],"domain_scores_gemma":[0.99792,0.001413362,0.00009830077,0.00037346638,0.000102007274,0.00009287777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032861586,0.00021268798,0.00027302993,0.00012492963,0.00025450025,0.000087067936,0.00015011444,0.000117205105,0.00031237435],"category_scores_gemma":[0.00080958026,0.00021224146,0.00012229665,0.00026988966,0.000065752516,0.00041735414,0.00004743919,0.00008470349,0.000077754994],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039284793,0.00007584777,0.0027460582,0.000046045814,0.0000068350364,9.866458e-7,0.0012948016,0.014213149,0.9698293,0.0028058477,0.0022516346,0.006336627],"study_design_scores_gemma":[0.008039571,0.0018276005,0.40913424,0.00007778656,0.000105200525,0.000004565525,0.00039520234,0.45078135,0.02020285,0.00526796,0.102942586,0.001221092],"about_ca_topic_score_codex":0.00002247238,"about_ca_topic_score_gemma":0.000005377077,"teacher_disagreement_score":0.94962645,"about_ca_system_score_codex":0.00004773809,"about_ca_system_score_gemma":0.00002694828,"threshold_uncertainty_score":0.8654955},"labels":[],"label_agreement":null},{"id":"W2914267609","doi":"10.1016/j.brs.2018.12.796","title":"Youth treatment resistant depression and TMS-EEG: insight into neurophysiological alterations of inhibition, excitability, and connectivity in depressed youth prior to rTMS therapy","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Treatment-resistant depression; Neurophysiology; Psychology; Neuroscience; Major depressive disorder; Electroencephalography; Medicine; Cognition; Stimulation","score_opus":0.04867498927186808,"score_gpt":0.2904428309825366,"score_spread":0.2417678417106685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914267609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968302,0.00009184568,0.0010475427,0.0003209617,0.00006377923,0.0014269623,0.000045663488,0.000047974376,0.00012506252],"genre_scores_gemma":[0.99938124,0.000031774896,0.0002953277,0.00020392495,0.000017930854,0.00003420259,0.000011503729,0.000014114709,0.000010000434],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982721,0.00035558184,0.00037877652,0.00061484106,0.00021765604,0.00016099974],"domain_scores_gemma":[0.99837923,0.0011367993,0.00010100423,0.0002430391,0.000067754714,0.0000721432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014155518,0.0001940996,0.0003072702,0.00016162213,0.00014479147,0.000041258896,0.000050939103,0.000073429386,0.000017211752],"category_scores_gemma":[0.00060563907,0.00015612078,0.000035166177,0.0003290399,0.0001176649,0.00019858289,0.00006211854,0.0000694764,0.0000029439375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010340029,0.00022680113,0.042336434,0.000019763671,0.0000033691626,0.0000013776203,0.014572136,0.010129883,0.92808354,0.00019949631,5.866114e-7,0.003392597],"study_design_scores_gemma":[0.0035154074,0.000956929,0.97567827,0.000046530655,0.000010520561,7.219235e-7,0.00020744622,0.006388414,0.012210809,0.0008039074,0.000016786571,0.00016426851],"about_ca_topic_score_codex":0.00020691864,"about_ca_topic_score_gemma":0.00006960746,"teacher_disagreement_score":0.9333418,"about_ca_system_score_codex":0.00004122594,"about_ca_system_score_gemma":0.00002137156,"threshold_uncertainty_score":0.63664204},"labels":[],"label_agreement":null},{"id":"W2914455626","doi":"10.1016/j.brs.2018.12.070","title":"Abstract #63: The Effect of tDCS on Cognitive Performance in Youth with Concussion: A Pilot Study","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital","funders":"","keywords":"Concussion; Transcranial direct-current stimulation; Physical medicine and rehabilitation; Traumatic brain injury; Cognition; Brain stimulation; Psychological intervention; Intervention (counseling); Medicine; Neuroplasticity; Population; Physical therapy; Psychology; Clinical psychology; Injury prevention; Poison control; Psychiatry; Neuroscience; Stimulation; Medical emergency","score_opus":0.03624656668202115,"score_gpt":0.3216695361095493,"score_spread":0.28542296942752815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914455626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567807,0.000012020938,0.000029811963,0.00015541266,0.000037816477,0.0021605336,0.000004865868,0.00002110461,0.0019003787],"genre_scores_gemma":[0.99962294,8.4110854e-7,0.0000041980934,0.000103827966,0.000020100384,0.000020638628,0.000032713917,0.000016543314,0.0001782022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999057,0.00011582646,0.00018699306,0.00018980324,0.00033988847,0.000110521294],"domain_scores_gemma":[0.99879616,0.0008051333,0.00012456709,0.00018540939,0.00006519409,0.000023557153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041555986,0.00012097406,0.00023359768,0.00009459944,0.000035490928,0.000007575399,0.000036170528,0.000028843237,0.00011168681],"category_scores_gemma":[0.00019422833,0.00006741954,0.000024942186,0.00022380501,0.000032955777,0.000107759195,0.000012983402,0.00019314696,0.00007781022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057115587,0.00057486986,0.9837145,0.00008683672,0.00003799783,0.0000039028832,0.0012686575,0.0053285235,0.0006791238,0.000003752868,0.000004276525,0.0025859852],"study_design_scores_gemma":[0.008733122,0.014421,0.9706553,0.0004785904,0.00006506289,0.0000029619098,0.0022372378,0.0031403573,0.00018540745,6.132437e-7,0.0000028987354,0.00007743697],"about_ca_topic_score_codex":0.000035545007,"about_ca_topic_score_gemma":0.000014359558,"teacher_disagreement_score":0.01384613,"about_ca_system_score_codex":0.000031529915,"about_ca_system_score_gemma":0.000028406736,"threshold_uncertainty_score":0.2749289},"labels":[],"label_agreement":null},{"id":"W2914588049","doi":"10.1016/j.brs.2018.12.758","title":"Developmental Trajectory of Scalp to Cortex Distance: Implications for Transcranial Magnetic Stimulation in Adolescents with Major Depressive Disorder","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Scalp; Transcranial magnetic stimulation; Stimulation; Neuroscience; Cortex (anatomy); Psychology; Medicine; Audiology; Physical medicine and rehabilitation; Anatomy","score_opus":0.019051278098517227,"score_gpt":0.2766081412018869,"score_spread":0.25755686310336967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914588049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8946382,0.00004493259,0.10100087,0.00043379786,0.0000833539,0.0033711428,0.00010882023,0.00006122146,0.0002576914],"genre_scores_gemma":[0.9965919,0.0000016455459,0.0027277693,0.00022059487,0.000029305354,0.0002405518,0.000019249477,0.00004406257,0.00012488337],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99805045,0.000085775486,0.00056500075,0.00062542496,0.00034387657,0.00032947407],"domain_scores_gemma":[0.9989536,0.00047960895,0.00014962043,0.00019614371,0.00013603635,0.00008503835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011605184,0.0002520795,0.00032984183,0.0002718935,0.00013237154,0.000027378715,0.00018959283,0.00008759913,0.00006150686],"category_scores_gemma":[0.00024119973,0.00024787508,0.00006917474,0.0007255905,0.00009139008,0.00022140195,0.000021051057,0.000092045564,0.000019580864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001813061,0.00030961668,0.35261428,0.0001666559,0.000005737917,6.3944157e-7,0.0013054553,0.08613316,0.54879326,0.00083326024,0.00001933628,0.00800556],"study_design_scores_gemma":[0.007759465,0.0005189076,0.9754185,0.00020378294,0.000029804796,0.0000024511717,0.0000736978,0.014048101,0.0011684811,0.00037476083,0.000103038896,0.00029900507],"about_ca_topic_score_codex":0.000039920775,"about_ca_topic_score_gemma":0.0002724898,"teacher_disagreement_score":0.6228042,"about_ca_system_score_codex":0.000098235374,"about_ca_system_score_gemma":0.00009330843,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W2914602486","doi":"10.1016/j.brs.2018.12.801","title":"Non-invasive galvanic vestibular stimulation augments beta desynchronization and improves motor performance in Parkinson’s disease","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sport Centre Pacific; University of British Columbia","funders":"","keywords":"Deep brain stimulation; Galvanic vestibular stimulation; Neuroscience; Parkinson's disease; Stimulation; Medicine; Brain stimulation; Dopaminergic; Pathological; Disease; Psychology; Dopamine; Pathology","score_opus":0.01072207317312612,"score_gpt":0.24673294206325452,"score_spread":0.2360108688901284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914602486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99747276,0.000152127,0.0003985328,0.0004188871,0.00006465561,0.0013414866,0.000005994157,0.000037368623,0.00010818315],"genre_scores_gemma":[0.99861497,0.00006008173,0.0002457484,0.0005448366,0.000035666428,0.00003408219,0.00021310852,0.000020428679,0.00023106766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898374,0.000032121137,0.0002262998,0.0003591446,0.00020655707,0.00019212958],"domain_scores_gemma":[0.99946034,0.000102878934,0.00008329016,0.00018540469,0.000048690417,0.000119371965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008121994,0.00016045447,0.00019562201,0.00011945266,0.00005794905,0.000023424142,0.000034126322,0.00007679615,0.000052134146],"category_scores_gemma":[0.00010048677,0.00014286251,0.000027170525,0.0001632157,0.000028506458,0.00025404245,0.000029729927,0.00008533971,0.000046727473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048295452,0.00018388039,0.9751847,0.00012860917,0.000016627328,0.000012254123,0.00005973791,0.009872328,0.0074710567,0.000021190424,0.000018080158,0.0065486156],"study_design_scores_gemma":[0.0030221827,0.0006311901,0.77715087,0.00007941313,0.000038472066,7.894039e-7,0.0000044555086,0.21854082,0.000109616136,0.00024854732,0.000074923926,0.000098748045],"about_ca_topic_score_codex":0.00001406602,"about_ca_topic_score_gemma":0.0000045872853,"teacher_disagreement_score":0.20866849,"about_ca_system_score_codex":0.00008592729,"about_ca_system_score_gemma":0.000054162814,"threshold_uncertainty_score":0.5825764},"labels":[],"label_agreement":null},{"id":"W2914696474","doi":"10.1016/j.brs.2018.12.701","title":"Using repetitive Paired Associative Stimulation to enhance brain plasticity and working memory in Alzheimer’s disease","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Psychology; Working memory; Brain stimulation; Neuroplasticity; Stimulation; Electroencephalography; Prefrontal cortex; Cognition","score_opus":0.07830478331059891,"score_gpt":0.3434410152195519,"score_spread":0.26513623190895297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914696474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820186,0.000054389504,0.014052401,0.0013921937,0.00024073315,0.0015308378,0.000026277396,0.00011919138,0.0005653796],"genre_scores_gemma":[0.9969286,0.0000023714263,0.0014983395,0.0012786174,0.00008758968,0.000028864582,0.0000067781925,0.00003476685,0.00013411931],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99738234,0.00042056234,0.00047937475,0.0008300232,0.00051274354,0.0003749827],"domain_scores_gemma":[0.99498934,0.0043610153,0.00020830518,0.00019459988,0.00009108566,0.00015567818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039252813,0.00026979242,0.0003321675,0.0002905347,0.00020206657,0.00007827462,0.00010997973,0.00009390756,0.00007800883],"category_scores_gemma":[0.0042037833,0.00030351945,0.000055230823,0.00074593094,0.0000816656,0.0003646759,0.00009393843,0.0001682679,0.00004974521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010591961,0.00013682121,0.13077843,0.000028870074,0.000020698762,0.000017736174,0.0049948115,0.5291536,0.3188247,0.0010541542,0.00004750119,0.013883483],"study_design_scores_gemma":[0.0010727167,0.00008719676,0.69118965,0.00013975694,0.000028277242,6.9222517e-7,0.00007877506,0.30472448,0.0016722745,0.0006756487,0.0000506544,0.00027988857],"about_ca_topic_score_codex":0.00007542542,"about_ca_topic_score_gemma":0.000053189324,"teacher_disagreement_score":0.5604112,"about_ca_system_score_codex":0.00016925411,"about_ca_system_score_gemma":0.00006042244,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W2914701236","doi":"10.1016/j.brs.2018.12.519","title":"The potential for bilateral high-frequency repetitive transcranial magnetic stimulation (HF-rTMS) to modulate motoric-cognitive risk syndrome in older adults","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Transcranial magnetic stimulation; Cognition; Physical medicine and rehabilitation; Deep transcranial magnetic stimulation; Gait; Neuroscience; Medicine; Executive functions; Stimulation; Psychology","score_opus":0.009488764879594247,"score_gpt":0.24894474693339058,"score_spread":0.23945598205379634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914701236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96586025,0.00006373497,0.024532063,0.0010755163,0.0011822841,0.0067064683,0.00026156456,0.00016996083,0.00014814675],"genre_scores_gemma":[0.99764293,0.000019878305,0.0008170963,0.00033015842,0.00017511967,0.00039819765,0.000045533914,0.000080808924,0.00049029646],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99599844,0.0004465406,0.0009134087,0.0011840513,0.0007378827,0.00071965426],"domain_scores_gemma":[0.9957529,0.0031275123,0.00026734427,0.0004200393,0.0002906284,0.00014160042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051512173,0.00047251914,0.00047485591,0.00037802226,0.0005122756,0.00016160081,0.00030833881,0.00020349857,0.00018305932],"category_scores_gemma":[0.0014283161,0.00040419507,0.00020451174,0.0008602998,0.00012314416,0.00046806352,0.000051571922,0.0002829358,0.00016100323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012021861,0.00070774555,0.035599545,0.00019594558,0.000064662505,0.0000792493,0.0072920546,0.68860656,0.19735904,0.0034175995,0.00006274662,0.054592956],"study_design_scores_gemma":[0.010448441,0.001147392,0.82748824,0.00016667764,0.00007034979,0.000012750356,0.00008822536,0.15597318,0.00048024073,0.003631464,0.00002351616,0.00046951778],"about_ca_topic_score_codex":0.00028838357,"about_ca_topic_score_gemma":0.000113366514,"teacher_disagreement_score":0.7918887,"about_ca_system_score_codex":0.00014837523,"about_ca_system_score_gemma":0.000046102938,"threshold_uncertainty_score":0.999841},"labels":[],"label_agreement":null},{"id":"W2914763662","doi":"10.1016/j.brs.2018.12.817","title":"Safety and tolerability of non-invasive neurostimulation in children","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Tolerability; Neurostimulation; Transcranial magnetic stimulation; Transcranial direct-current stimulation; Brain stimulation; Modalities; Neurophysiology; Stimulation; Neuroscience; Brain function; Neuromodulation; Medicine; Psychology; Adverse effect; Internal medicine","score_opus":0.014453786304490152,"score_gpt":0.26223482372075296,"score_spread":0.2477810374162628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914763662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957252,0.000015437505,0.0019544105,0.00029958505,0.00009538584,0.00107154,0.000020378533,0.000037639475,0.00078042474],"genre_scores_gemma":[0.99945116,0.0000102319345,0.00022180841,0.00021014569,0.00002089849,0.000005395866,0.000007775463,0.00001387302,0.000058738016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998515,0.00014063317,0.00048039015,0.00043664486,0.00026067867,0.0001666235],"domain_scores_gemma":[0.9979349,0.00160301,0.00014507922,0.00022798983,0.000051258077,0.00003776048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021853432,0.00014456153,0.00028038293,0.00015908586,0.00005469126,0.000015704923,0.00008405764,0.00007000267,0.00007673092],"category_scores_gemma":[0.0011100277,0.0001493286,0.00003960141,0.00040476042,0.00009832655,0.00022954622,0.000047038837,0.000095427946,0.000021160504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015500674,0.000048079535,0.68611044,0.000022481894,0.0000019321255,3.3403856e-7,0.00031085536,0.11417319,0.19572188,0.00029463932,0.0000035506316,0.003157599],"study_design_scores_gemma":[0.0023365167,0.00014504282,0.91674054,0.000025959758,0.0000060491425,0.0000018869501,0.000009784345,0.07746938,0.0027119694,0.00041663257,0.000013822876,0.00012242842],"about_ca_topic_score_codex":0.00006247316,"about_ca_topic_score_gemma":0.000014698375,"teacher_disagreement_score":0.23063008,"about_ca_system_score_codex":0.00002937391,"about_ca_system_score_gemma":0.000025845477,"threshold_uncertainty_score":0.60894436},"labels":[],"label_agreement":null},{"id":"W2914775334","doi":"10.1016/j.brs.2018.12.300","title":"One session of transcranial direct current stimulation (tDCS) does not modulate mu suppression when learning a novel motor task in healthy adults","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcranial direct-current stimulation; Joystick; Psychology; Analysis of variance; Motor learning; Audiology; Stimulation; Premotor cortex; Task (project management); Physical medicine and rehabilitation; Medicine; Neuroscience; Simulation; Internal medicine; Computer science; Anatomy","score_opus":0.035571382135575175,"score_gpt":0.2985644781773631,"score_spread":0.2629930960417879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914775334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847265,0.00007438106,0.011027038,0.0006787435,0.0008649069,0.0020921673,0.000101337835,0.00019418848,0.0002407724],"genre_scores_gemma":[0.9985015,0.000034772533,0.00090132863,0.00014106437,0.00013808192,0.00004831456,0.00004820194,0.00006134461,0.00012543384],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959168,0.00046470258,0.0011000161,0.0009904585,0.0010290729,0.0004989734],"domain_scores_gemma":[0.99698603,0.001875297,0.0004729591,0.00037953805,0.00016115878,0.00012500456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045904907,0.00039304388,0.00066583813,0.00051099714,0.00020486864,0.000046817902,0.0002371,0.00020146745,0.00020099994],"category_scores_gemma":[0.0010040099,0.00035157567,0.00016576353,0.0005427641,0.00009948571,0.00059432106,0.00007193723,0.00041823016,0.000041454758],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005985367,0.0004946512,0.0119267665,0.00024917175,0.000005622822,8.5030445e-7,0.0023890403,0.22933018,0.7344504,0.00013375867,0.0000049275322,0.015029282],"study_design_scores_gemma":[0.010815292,0.0009405686,0.45220932,0.0006369822,0.000027602593,8.933619e-7,0.000043589007,0.523335,0.011076763,0.00031817972,0.00020140305,0.0003944009],"about_ca_topic_score_codex":0.00018696196,"about_ca_topic_score_gemma":0.000045691024,"teacher_disagreement_score":0.7233736,"about_ca_system_score_codex":0.000127128,"about_ca_system_score_gemma":0.00005953229,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W2914781409","doi":"10.1016/j.brs.2018.12.608","title":"The heart-brain pathway in depression: Optimizing TMS treatment for depression using cardiac response (Neuro-Cardiac-Guided-TMS)","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Western Hospital; University of Toronto; University of British Columbia","funders":"","keywords":"Dorsolateral prefrontal cortex; Vagus nerve stimulation; Depression (economics); Neuroscience; Heart rate; Psychology; Transcranial magnetic stimulation; Stimulation; Prefrontal cortex; Brain stimulation; Medicine; Vagus nerve; Internal medicine; Cognition; Blood pressure","score_opus":0.040251099316973626,"score_gpt":0.32565728821118967,"score_spread":0.28540618889421604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914781409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868173,0.00045414473,0.0019577981,0.0049770707,0.0005534101,0.0031608162,0.00002954043,0.000074241405,0.00011123945],"genre_scores_gemma":[0.9958132,0.000006970507,0.0024235495,0.0005690933,0.00025605576,0.0001438939,0.000046349418,0.0000436914,0.00069720467],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974975,0.00075969344,0.0005541633,0.00053444953,0.00023751565,0.00041670213],"domain_scores_gemma":[0.99285096,0.0061709853,0.0001218859,0.0006370399,0.000089384,0.00012971881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002474132,0.0002439323,0.00053155347,0.00013633147,0.00027627198,0.00007109931,0.00007272619,0.00018744392,0.000027916423],"category_scores_gemma":[0.0015486446,0.00017611346,0.00029928496,0.0001979691,0.000038428454,0.00017629733,0.00005012165,0.00016261419,0.000023444125],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002697155,0.00013062097,0.065531254,0.000043424938,0.00006727061,0.000005515616,0.00072159164,0.0785576,0.8184923,0.00004809397,0.000587051,0.033118133],"study_design_scores_gemma":[0.00779188,0.00053567754,0.28435642,0.0003442026,0.00008416149,0.000011447415,0.00020137678,0.5219012,0.016156046,0.00013631684,0.16811097,0.00037032756],"about_ca_topic_score_codex":0.00009537633,"about_ca_topic_score_gemma":0.000004463276,"teacher_disagreement_score":0.8023362,"about_ca_system_score_codex":0.000430581,"about_ca_system_score_gemma":0.00036524437,"threshold_uncertainty_score":0.7181698},"labels":[],"label_agreement":null},{"id":"W2914824085","doi":"10.1016/j.brs.2018.12.947","title":"Dimensional biotype-based TMS personalization","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Personalization; Narcolepsy; Depression (economics); Schizophrenia (object-oriented programming); Bipolar disorder; Psychological intervention; Psychology; Clinical psychology; Neuroscience; Psychiatry; Medicine; Computer science; Mood; World Wide Web; Neurology","score_opus":0.01869417910458979,"score_gpt":0.2788223120381992,"score_spread":0.26012813293360937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914824085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99370253,0.000041510593,0.0011348622,0.0028777898,0.0000785839,0.00034855295,0.0000031097247,0.000053970438,0.0017591149],"genre_scores_gemma":[0.99329257,4.5571494e-7,0.00041504978,0.0048528933,0.000023829376,0.0000040965515,0.0002267174,0.000008866343,0.0011755283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994877,0.000020829924,0.000084175095,0.00015917489,0.00016333407,0.000084765874],"domain_scores_gemma":[0.9997088,0.00008431095,0.00002975833,0.00009625563,0.00004030157,0.000040627874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039130435,0.00006736513,0.00009090047,0.00004422619,0.000030542848,0.000006411636,0.00001442844,0.000051985346,0.00085492234],"category_scores_gemma":[0.00005111746,0.000051917883,0.00004432228,0.00010050646,0.000012750054,0.000034680765,0.000005962282,0.000038381924,0.00032770037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008555585,0.00061086414,0.949279,0.00006659162,0.00004108877,0.00002172182,0.00004476141,0.012730085,0.026299734,0.0016187568,0.003298697,0.005133113],"study_design_scores_gemma":[0.0032518646,0.00051091774,0.8583351,0.000023553413,0.000026383608,0.0000015396436,0.0000029409302,0.13563372,0.00020890421,0.0009073808,0.0010233286,0.00007438646],"about_ca_topic_score_codex":0.000006710117,"about_ca_topic_score_gemma":5.846052e-7,"teacher_disagreement_score":0.12290364,"about_ca_system_score_codex":0.00001927052,"about_ca_system_score_gemma":0.000023206394,"threshold_uncertainty_score":0.93608004},"labels":[],"label_agreement":null},{"id":"W2914824385","doi":"10.1016/j.brs.2018.12.255","title":"Improvement of higher brain dysfunction after brain injurywith strategic application of repetitive transcranial magnetic stimulation and intensive rehabilitation therapy: a report of three cases","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Western University","funders":"","keywords":"Transcranial magnetic stimulation; Rehabilitation; Physical medicine and rehabilitation; Brain stimulation; Medicine; Deep transcranial magnetic stimulation; Cognition; Traumatic brain injury; Stimulation; Neuroscience; Psychology; Physical therapy; Psychiatry","score_opus":0.02327677476831283,"score_gpt":0.278584198861134,"score_spread":0.25530742409282114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914824385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98434526,0.00012293,0.010795539,0.0014478115,0.00019590415,0.0027227756,0.00008686858,0.00005618217,0.00022672169],"genre_scores_gemma":[0.9983746,0.000007730994,0.000951416,0.0002733544,0.00004945217,0.000121979094,0.00004356919,0.00003820095,0.00013971057],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969652,0.00021199256,0.0012100037,0.0007321067,0.00066410226,0.00021655846],"domain_scores_gemma":[0.99468267,0.0031589884,0.0008333324,0.00047681326,0.0007926632,0.000055537967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054264336,0.00030276267,0.0005349831,0.00033914697,0.00006286412,0.00001840365,0.000101740894,0.00016263744,0.00019267196],"category_scores_gemma":[0.0010228837,0.0002910372,0.00013345844,0.0006287474,0.00035758823,0.00033144836,0.000031786814,0.00012639351,0.0000040475793],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030385475,0.00018777234,0.02946367,0.0002522386,0.000024708906,0.0000046905398,0.0016023156,0.0069921357,0.9425416,0.0019486074,0.000024482993,0.01391925],"study_design_scores_gemma":[0.0057991785,0.0065264967,0.9399726,0.00015060882,0.00008621748,0.000020055757,0.00037947868,0.02117635,0.017835516,0.007599765,0.00010201221,0.00035173824],"about_ca_topic_score_codex":0.00029413725,"about_ca_topic_score_gemma":0.000069932554,"teacher_disagreement_score":0.92470604,"about_ca_system_score_codex":0.0000585117,"about_ca_system_score_gemma":0.00006657796,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W2914883098","doi":"10.1016/j.brs.2018.12.086","title":"Abstract #79: Efficacy of Low-Frequency rTMS over the Right Dorsolateral Prefrontal Cortex following Mild Traumatic Brain Injury","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Transcranial magnetic stimulation; Traumatic brain injury; Dorsolateral prefrontal cortex; Tolerability; Deep transcranial magnetic stimulation; Cognition; Physical medicine and rehabilitation; Psychology; Medicine; Population; Mood; Prefrontal cortex; Neuroscience; Psychiatry; Adverse effect; Stimulation; Internal medicine","score_opus":0.02758398417733981,"score_gpt":0.3020642726998191,"score_spread":0.2744802885224793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914883098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994109,0.00004819257,0.0004957039,0.0006309697,0.0007491891,0.0014283345,0.000038544622,0.00012123882,0.0023788689],"genre_scores_gemma":[0.99863046,0.0000017765877,0.00021378013,0.000633239,0.00009400105,0.000019568757,0.000013152031,0.000041626558,0.00035237288],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99743164,0.00019459001,0.00075177,0.0005434785,0.000703002,0.00037550877],"domain_scores_gemma":[0.9962051,0.0028640795,0.00030127887,0.00051293813,0.000046674195,0.00006995691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036990936,0.00030618042,0.0003954365,0.00014985655,0.00022834871,0.00007194772,0.00035546,0.00012533227,0.0007434106],"category_scores_gemma":[0.0007362141,0.00023411322,0.00026909178,0.00043230975,0.00014182963,0.00044445114,0.000053283133,0.00022783066,0.00016184608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002766776,0.00021400985,0.011204448,0.000100934514,0.000036544887,0.0000063980783,0.0026610822,0.00721385,0.97480446,0.0010500842,0.0002851363,0.002146363],"study_design_scores_gemma":[0.003001366,0.00019976778,0.97926044,0.00014066389,0.000033945933,0.0000024104459,0.000031966945,0.013653759,0.002337081,0.0009567675,0.000105802144,0.00027599765],"about_ca_topic_score_codex":0.00008758674,"about_ca_topic_score_gemma":0.00001856133,"teacher_disagreement_score":0.97246736,"about_ca_system_score_codex":0.00006588738,"about_ca_system_score_gemma":0.000046819612,"threshold_uncertainty_score":0.95468605},"labels":[],"label_agreement":null},{"id":"W2914907043","doi":"10.1016/j.brs.2018.12.482","title":"Modifying the Brain’s Resting-State Network Connectivity with Near Infrared Transcranial Photobiomodulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Credence; Neuroscience; Resting state fMRI; Electroencephalography; Cognition; Psychology; Audiology; Medicine; Computer science; Machine learning","score_opus":0.016983057771849663,"score_gpt":0.2830861276194781,"score_spread":0.26610306984762844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914907043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94692546,0.000031243886,0.045014475,0.0038943219,0.00017007462,0.0016398352,0.0000067010847,0.00013983969,0.0021780282],"genre_scores_gemma":[0.9937116,0.0000016973296,0.0020395755,0.0014639552,0.00030754053,0.000056346234,0.0001582525,0.000029332094,0.0022317087],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99868244,0.000097434975,0.00027977722,0.00033325647,0.0003530484,0.00025401782],"domain_scores_gemma":[0.99849445,0.0006499021,0.0001403372,0.0004906701,0.00014015456,0.000084480635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061151705,0.00016434962,0.00023033106,0.000041776195,0.000274416,0.000046100424,0.00008849222,0.00008739605,0.00013865167],"category_scores_gemma":[0.00021093845,0.00011351867,0.00005559253,0.00048306456,0.00011115815,0.00017103259,0.00001806784,0.00023348369,0.000050907645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049931873,0.00036919347,0.23207986,0.00041097272,0.00029301678,0.00004941626,0.004808919,0.657075,0.053034708,0.0017480111,0.011237706,0.033899993],"study_design_scores_gemma":[0.0059891916,0.00044058045,0.604716,0.00025144778,0.0001159927,0.000108423366,0.00007644903,0.3765363,0.0006149085,0.0014228926,0.009510534,0.00021730893],"about_ca_topic_score_codex":0.00005946915,"about_ca_topic_score_gemma":0.000023359464,"teacher_disagreement_score":0.3726361,"about_ca_system_score_codex":0.000076155564,"about_ca_system_score_gemma":0.00010929835,"threshold_uncertainty_score":0.46291572},"labels":[],"label_agreement":null},{"id":"W2914913883","doi":"10.1016/j.brs.2018.12.364","title":"Probing brain networks to quantify the consciousness level: which role for ELF brain stimulation?","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Lawson Health Research Institute","funders":"","keywords":"Neuroscience; Consciousness; Electroencephalography; Brain activity and meditation; Psychology; Brain stimulation; Neurophysiology; Neuroimaging; Persistent vegetative state; Perception; Level of consciousness; Subliminal stimuli; Minimally conscious state; Stimulation; Cognitive psychology; Developmental psychology","score_opus":0.046473021578176406,"score_gpt":0.3182027719769945,"score_spread":0.2717297503988181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914913883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7241244,0.000027300355,0.24875349,0.022261264,0.0009544129,0.0030511569,0.000043799544,0.00026458607,0.0005196527],"genre_scores_gemma":[0.98633623,4.29344e-7,0.0014065017,0.008762436,0.00039268236,0.00010983467,0.00004419585,0.0000695643,0.0028781446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99701464,0.00040401594,0.00057586376,0.0009071547,0.00047123912,0.0006270917],"domain_scores_gemma":[0.9912105,0.0075470353,0.00025291846,0.0006250044,0.00023383972,0.00013070545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012759516,0.00034468574,0.00033911693,0.00019314098,0.00050122704,0.00040971217,0.0006302409,0.00018957004,0.00007403468],"category_scores_gemma":[0.0022756148,0.00027853702,0.0001261871,0.00084539165,0.00006926577,0.0004714341,0.00019078692,0.0002789792,0.00015665074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018092433,0.000067633184,0.004036798,0.000037108726,0.000013550133,9.903187e-7,0.001909455,0.8489962,0.121870145,0.006186122,0.009992819,0.006708202],"study_design_scores_gemma":[0.0013785943,0.00029102745,0.019271437,0.000108836895,0.000012776849,0.000010125188,0.00013870165,0.95067257,0.011064552,0.0017169915,0.014889053,0.00044532103],"about_ca_topic_score_codex":0.00003037934,"about_ca_topic_score_gemma":0.0001021452,"teacher_disagreement_score":0.26221186,"about_ca_system_score_codex":0.00008309656,"about_ca_system_score_gemma":0.00009210944,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W2914973600","doi":"10.1016/j.brs.2018.12.427","title":"Oxidized phosphatidylcholines as a predictive factor of treatment response to repetitive transcranial magnetic stimulation in major depressive disorder","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Biomarker; Oxidative stress; Major depressive disorder; Depression (economics); Stimulation; Medicine; Neuroscience; Internal medicine; Psychology; Psychiatry; Mood; Chemistry; Biochemistry","score_opus":0.015050466104979428,"score_gpt":0.28177373319487836,"score_spread":0.2667232670898989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914973600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946283,0.00005460627,0.0015552687,0.0005341675,0.00014371016,0.0025032964,0.00012426813,0.000073097064,0.00038326872],"genre_scores_gemma":[0.9983613,0.00000764007,0.00026896887,0.00029502137,0.000027023394,0.00009783367,0.00001990546,0.00003355068,0.00088874606],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99784124,0.00044381173,0.00045522678,0.00062806567,0.00034551337,0.00028615588],"domain_scores_gemma":[0.99777967,0.001583872,0.00016184492,0.00030281258,0.000078515666,0.00009328642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014685487,0.00025755668,0.00032621445,0.0003371088,0.000063438805,0.000029286224,0.00014637975,0.0001224118,0.0005177147],"category_scores_gemma":[0.0015899499,0.0002395452,0.0001059958,0.00061233295,0.00006493703,0.00028167176,0.000027044356,0.00008597624,0.000092428025],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01777905,0.00038228513,0.015075614,0.0000231628,0.0000092139935,0.0000059492363,0.0058553875,0.058316994,0.8974484,0.00019208243,0.000011371626,0.004900456],"study_design_scores_gemma":[0.018361738,0.0044991747,0.73951966,0.00013222637,0.000024141762,0.0000036718952,0.00033209112,0.035630006,0.19994186,0.00068511785,0.00043063195,0.00043967064],"about_ca_topic_score_codex":0.0002134794,"about_ca_topic_score_gemma":0.000082915976,"teacher_disagreement_score":0.72444403,"about_ca_system_score_codex":0.00016778277,"about_ca_system_score_gemma":0.00014326473,"threshold_uncertainty_score":0.976837},"labels":[],"label_agreement":null},{"id":"W2917815909","doi":"10.1016/j.brs.2019.02.013","title":"Increased perseverative errors following high-definition transcranial direct current stimulation over the ventrolateral cortex during probabilistic reversal learning","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Association for Gambling Studies Australia; Deakin University; Australian Research Council; National Center for Responsible Gaming","keywords":"Prefrontal cortex; Transcranial direct-current stimulation; Ventrolateral prefrontal cortex; Neuroimaging; Psychology; Neuroscience; Functional neuroimaging; Electroencephalography; Stimulation; Audiology; Cognition; Medicine","score_opus":0.05726824811150033,"score_gpt":0.3256683354329962,"score_spread":0.2684000873214959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917815909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972982,0.000022967337,0.00008379772,0.00033426218,0.000979743,0.0009362765,0.000014237773,0.00015237463,0.00017817174],"genre_scores_gemma":[0.9994079,0.0000032696682,0.000024381083,0.0001560146,0.00013492143,0.000028382037,0.000040215542,0.000024061375,0.00018086219],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9979758,0.00046893235,0.000317511,0.0005532289,0.00038235122,0.00030214118],"domain_scores_gemma":[0.9990626,0.00051695923,0.00016790374,0.00016811847,0.000037137892,0.000047301153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021903035,0.0002363654,0.00024350382,0.00008842869,0.0005674068,0.00006796791,0.00011870811,0.000075258955,0.00011689081],"category_scores_gemma":[0.000326455,0.00017943617,0.00015937768,0.0002740949,0.000081317805,0.0004271538,0.00003497278,0.00034872777,0.00006394697],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007838158,0.00018241207,0.069656014,0.000039505714,0.000020633817,0.000019192214,0.0018833511,0.039059106,0.88681346,0.00027622236,0.000044320168,0.001221959],"study_design_scores_gemma":[0.0033518246,0.00027073477,0.9693031,0.00007975018,0.00009535902,0.0000063412945,0.00006372056,0.023518804,0.0023904832,0.00052102056,0.00009067115,0.00030819047],"about_ca_topic_score_codex":0.000057628782,"about_ca_topic_score_gemma":0.0000126032555,"teacher_disagreement_score":0.89964706,"about_ca_system_score_codex":0.000103972015,"about_ca_system_score_gemma":0.000022343656,"threshold_uncertainty_score":0.7317195},"labels":[],"label_agreement":null},{"id":"W2922851873","doi":"10.1016/j.brs.2019.03.026","title":"d-cycloserine blunts motor cortex facilitation after intermittent theta burst transcranial magnetic stimulation: A double-blind randomized placebo-controlled crossover study","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; Alberta Health; University of Calgary","funders":"McGill University; University of Calgary","keywords":"Transcranial magnetic stimulation; Long-term potentiation; Neuroscience; Facilitation; Motor cortex; Stimulation; NMDA receptor; Psychology; Transcranial alternating current stimulation; Medicine; Receptor; Internal medicine","score_opus":0.03789671406373358,"score_gpt":0.30156949283087964,"score_spread":0.26367277876714607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922851873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86035055,0.00046827187,0.0046775136,0.07146112,0.004468648,0.055101097,0.00075772,0.0007974795,0.0019176112],"genre_scores_gemma":[0.93238056,0.00002124858,0.00013958989,0.043668438,0.002119092,0.003726479,0.0003619354,0.0002719244,0.01731073],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9879849,0.0024471248,0.0030326906,0.0026217564,0.002755369,0.0011581568],"domain_scores_gemma":[0.9864936,0.010216429,0.0011464214,0.0014184377,0.00056233036,0.00016277442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0014029397,0.0017523945,0.0034982322,0.001081258,0.0004922799,0.00068888866,0.00081046944,0.0011280731,0.0025033308],"category_scores_gemma":[0.0018951747,0.0015621561,0.0013567185,0.0008139342,0.0006228984,0.0007581129,0.00016575759,0.0017187599,0.0007779747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9608364,0.0008087263,0.00025711267,0.00032668986,0.00038493326,0.00025490968,0.004030074,0.016112493,0.0067013395,0.000027828966,0.009160825,0.0010986807],"study_design_scores_gemma":[0.8932833,0.0017963828,0.0264777,0.00019912444,0.0016298059,0.000022630222,0.00006929736,0.06468976,0.00001786388,0.00039144396,0.009719699,0.0017029641],"about_ca_topic_score_codex":0.00013942292,"about_ca_topic_score_gemma":0.000047502563,"teacher_disagreement_score":0.07203002,"about_ca_system_score_codex":0.0003196554,"about_ca_system_score_gemma":0.00019693238,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W2941304048","doi":"10.1016/j.brs.2019.04.009","title":"Somatosensory-motor cortex interactions measured using dual-site transcranial magnetic stimulation","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Brain Institute","funders":"Canadian Institutes of Health Research; Universität zu Lübeck; Deutsche Forschungsgemeinschaft; Michael J. Fox Foundation for Parkinson's Research","keywords":"Transcranial magnetic stimulation; Somatosensory system; Neuroscience; Motor cortex; Stimulation; Somatosensory evoked potential; Motor area; Transcranial alternating current stimulation; Dual (grammatical number); Psychology; Medicine","score_opus":0.04905764820741307,"score_gpt":0.2998958594015641,"score_spread":0.25083821119415106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941304048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838419,0.000057405014,0.010038298,0.00047643296,0.0013668179,0.0017376719,0.000079166246,0.00042726347,0.0019750597],"genre_scores_gemma":[0.9959351,0.0000045625266,0.0018931036,0.0004989913,0.00027079805,0.000024928231,0.000026161542,0.00008140289,0.0012649755],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965954,0.00037378332,0.0007784348,0.0008742626,0.00087925897,0.00049887],"domain_scores_gemma":[0.99746656,0.0014318079,0.00025585847,0.00048710033,0.0002117881,0.00014687327],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002555419,0.00041697655,0.00044253445,0.00041540357,0.00040516385,0.00015143692,0.00016355539,0.00015671016,0.0012740742],"category_scores_gemma":[0.00062905427,0.0004533209,0.00021420649,0.0007538144,0.00013328534,0.0007019768,0.000041026502,0.00026880018,0.0008122863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040014597,0.00012752313,0.005123934,0.000035832854,0.000010089081,0.000007828056,0.0008240982,0.06323762,0.9280027,0.000511553,0.000055194625,0.0016634718],"study_design_scores_gemma":[0.004366211,0.00034380308,0.5036893,0.000072805975,0.00009731929,0.00004826808,0.000052263225,0.48623535,0.0029690305,0.00063260057,0.0009625671,0.00053050206],"about_ca_topic_score_codex":0.00007723663,"about_ca_topic_score_gemma":0.00003235143,"teacher_disagreement_score":0.9250337,"about_ca_system_score_codex":0.0001522648,"about_ca_system_score_gemma":0.000072159055,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W2944690124","doi":"10.1016/j.brs.2019.05.009","title":"“New and improved” DBS batteries?","year":2019,"lang":"en","type":"editorial","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deep brain stimulation; Neuromodulation; Battery (electricity); Parkinson's disease; Neuroscience; Psychology; Subthalamic nucleus; Medicine; Gerontology; Stimulation; Physical medicine and rehabilitation; Disease; Internal medicine; Physics","score_opus":0.011524507703006856,"score_gpt":0.286993887659547,"score_spread":0.27546937995654014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944690124","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019093478,0.00078785606,0.0013226233,0.0039795465,0.9686368,0.0019561925,0.00014808185,0.00018520498,0.0038902014],"genre_scores_gemma":[0.036413256,0.0001538737,0.0012727038,0.0023226817,0.9083485,0.000029258494,0.0031633673,0.00011484581,0.048181538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901944,0.000023815881,0.00017421966,0.00037209722,0.00025718144,0.0001532228],"domain_scores_gemma":[0.99900025,0.00053158146,0.00009614185,0.0002142074,0.00005792883,0.000099909324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053894546,0.00020218447,0.00033257192,0.00005871219,0.000035520265,0.00003130643,0.00003615279,0.00047536634,0.00020783315],"category_scores_gemma":[0.0005604668,0.00015971657,0.000061173814,0.000053876545,0.000021364775,0.000051282666,0.00004144105,0.00026206073,0.000077322045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002890577,0.00003931893,0.0010196209,0.00008697984,0.00004525573,0.000012384544,0.000019188245,0.0000038297744,0.00013955277,0.000013137881,0.986981,0.011350677],"study_design_scores_gemma":[0.005152377,0.0013680202,0.016178401,0.00008570239,0.00019801843,0.0000016503235,0.0000027233552,0.00061620044,0.000007678252,0.0017724965,0.9743956,0.00022118227],"about_ca_topic_score_codex":0.00006196421,"about_ca_topic_score_gemma":0.000004326897,"teacher_disagreement_score":0.06028834,"about_ca_system_score_codex":0.00003128958,"about_ca_system_score_gemma":0.000113158974,"threshold_uncertainty_score":0.65130526},"labels":[],"label_agreement":null},{"id":"W2949073488","doi":"10.1016/j.brs.2019.06.020","title":"Safety, tolerability and effectiveness of a novel 20 Hz rTMS protocol targeting dorsomedial prefrontal cortex in major depression: An open-label case series","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Fondation Brain Canada; National Institute of Mental Health; Ontario Brain Institute; Arrell Family Foundation; CIHR Skin Research Training Centre; W. Garfield Weston Foundation; Klarman Family Foundation","keywords":"Transcranial magnetic stimulation; Tolerability; Prefrontal cortex; Brain stimulation; Psychology; Neuroscience; Stimulation; Dorsolateral prefrontal cortex; Neuromodulation; Treatment-resistant depression; Medicine; Internal medicine; Major depressive disorder; Cognition; Adverse effect","score_opus":0.05127260305037639,"score_gpt":0.3415383794551802,"score_spread":0.2902657764048038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949073488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7936182,0.000017981181,0.0029661262,0.010030456,0.0006494455,0.1912389,0.00088274403,0.00015663225,0.000439508],"genre_scores_gemma":[0.9666253,7.0681136e-7,0.0025526707,0.007237544,0.0005540848,0.022551268,0.00022057867,0.00011127799,0.00014658715],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9956431,0.0010210404,0.0010055709,0.0013060378,0.0006064855,0.0004178046],"domain_scores_gemma":[0.9951321,0.0036131472,0.0005172906,0.0005156098,0.00015631627,0.00006552279],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009676498,0.0005183387,0.000959059,0.00022909348,0.00023986497,0.00013826901,0.000394086,0.0005604804,0.000061999366],"category_scores_gemma":[0.0013694777,0.000489089,0.000048787566,0.00038282305,0.0003431141,0.0009285677,0.00039754272,0.00073513883,0.0000038582816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016040606,0.002036702,0.034097448,0.005759929,0.00004749115,0.001085416,0.0024720496,0.011050886,0.921315,0.000081584825,0.0029681379,0.0030447168],"study_design_scores_gemma":[0.087133445,0.0048680203,0.79512364,0.0029137342,0.00016123767,0.0012787379,0.0001165412,0.087183274,0.0045560896,0.0010318684,0.012888341,0.002745102],"about_ca_topic_score_codex":0.0003276561,"about_ca_topic_score_gemma":0.00014933542,"teacher_disagreement_score":0.91675895,"about_ca_system_score_codex":0.0001302226,"about_ca_system_score_gemma":0.00013455465,"threshold_uncertainty_score":0.9997561},"labels":[],"label_agreement":null},{"id":"W2950323154","doi":"10.1016/j.brs.2019.03.034","title":"The Role of Fast or Slow Repetitive Transcranial Magnetic Stimulation in Civilian Post-Traumatic Stress Disorder: A Randomized, Sham-Controlled Trial","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Stimulation; Randomized controlled trial; Refractory (planetary science); Psychology; Deep transcranial magnetic stimulation; Posttraumatic stress; Medicine; Traumatic stress; Physical medicine and rehabilitation; Anesthesia; Neuroscience; Psychiatry; Internal medicine; Physics","score_opus":0.011346280628243893,"score_gpt":0.2587512479749131,"score_spread":0.24740496734666922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950323154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824751,0.00027674777,0.001224718,0.00078935194,0.00051987683,0.012023925,0.000063719504,0.000100104065,0.0025264823],"genre_scores_gemma":[0.9982448,0.00003905138,0.00014370076,0.000111901216,0.0001085588,0.00048934534,0.000018196597,0.00004905493,0.0007953776],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949155,0.0013778915,0.0016109423,0.0006988563,0.0009133226,0.000483476],"domain_scores_gemma":[0.984816,0.013884678,0.0005189525,0.0004927115,0.00020994403,0.00007772697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011680855,0.00042487637,0.0012208577,0.00033224828,0.0002594553,0.00010681911,0.00035615906,0.00017328713,0.00052039075],"category_scores_gemma":[0.0049087806,0.00028728993,0.00039967257,0.0007588665,0.00035823055,0.00033579237,0.000034090477,0.00025421777,0.000049010236],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88157034,0.00054468453,0.0011086497,0.00006668131,0.000032548545,0.0000038031835,0.0075214827,0.054388862,0.03716996,0.0024181355,0.0000034098907,0.015171417],"study_design_scores_gemma":[0.7290366,0.0014609479,0.018118147,0.0001327502,0.000111939466,0.000002634838,0.0013615947,0.24762012,0.00041929664,0.0013562886,0.00005779047,0.00032184162],"about_ca_topic_score_codex":0.00036392652,"about_ca_topic_score_gemma":0.0012229313,"teacher_disagreement_score":0.19323125,"about_ca_system_score_codex":0.00006469316,"about_ca_system_score_gemma":0.00011828941,"threshold_uncertainty_score":0.9999579},"labels":[],"label_agreement":null},{"id":"W2952363772","doi":"10.1016/j.brs.2019.05.003","title":"Contextual cues as modifiers of cTBS effects on indulgent eating","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"CTBS; Psychology; Developmental psychology; Medicine; Neuroscience; Stimulation; Transcranial magnetic stimulation","score_opus":0.033179761740945966,"score_gpt":0.29965142642651943,"score_spread":0.2664716646855735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952363772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98947376,0.000023681536,0.0011565126,0.00026494855,0.00034992286,0.000788831,0.0000066343277,0.000089419846,0.007846285],"genre_scores_gemma":[0.9984329,0.000003044649,0.0001942112,0.0007876987,0.00005979841,0.000014702368,0.0000031810762,0.000019360037,0.00048512133],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985472,0.00015969673,0.00030195081,0.00034987435,0.00045001085,0.00019129342],"domain_scores_gemma":[0.99667096,0.0028616737,0.00014689796,0.00021722475,0.00005517382,0.000048042926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014568302,0.00015658505,0.00023114492,0.0001357627,0.00008881978,0.00002069966,0.00011307619,0.00007251453,0.00012835432],"category_scores_gemma":[0.0016648477,0.00014952535,0.000069019734,0.00025843558,0.0000637338,0.000121477635,0.000028608481,0.000102082005,0.0002734677],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033784704,0.00007914089,0.014825306,0.00007860202,0.0000105093895,0.000003051577,0.0015964255,0.0654516,0.88848776,0.009858162,0.00012914513,0.019142477],"study_design_scores_gemma":[0.006739641,0.0023477324,0.7220235,0.00033320527,0.00003388443,0.000003960939,0.00017857798,0.08204826,0.18187438,0.003116612,0.00080021337,0.00050004135],"about_ca_topic_score_codex":0.000038691192,"about_ca_topic_score_gemma":0.0000019533795,"teacher_disagreement_score":0.7071982,"about_ca_system_score_codex":0.000033289394,"about_ca_system_score_gemma":0.000021909656,"threshold_uncertainty_score":0.6097467},"labels":[],"label_agreement":null},{"id":"W2957882820","doi":"10.1016/j.brs.2019.07.011","title":"Impact of prior treatment on remission with intermittent theta burst versus high-frequency repetitive transcranial magnetic stimulation in treatment resistant depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Western Hospital; University of British Columbia; University of Toronto; University Health Network; Toronto Rehabilitation Institute","funders":"Campbell Family Mental Health Research Institute; Canadian Institutes of Health Research; Temerty Family Foundation; University Health Network","keywords":"Transcranial magnetic stimulation; Depression (economics); Treatment-resistant depression; Pharmacotherapy; Antidepressant; Stimulation; Internal medicine; Medicine; Clinical trial; Anesthesia; Psychology","score_opus":0.032835197104729104,"score_gpt":0.3086049629965896,"score_spread":0.27576976589186053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957882820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950815,0.000062689156,0.0002902298,0.00021748911,0.00023029943,0.002356612,0.00008433888,0.00009168532,0.001585199],"genre_scores_gemma":[0.9989696,0.000035529545,0.000414448,0.00001892969,0.000054876644,0.0000732148,0.00004136443,0.000050932493,0.00034109436],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9970806,0.0003404047,0.0006768036,0.0008982627,0.0006228828,0.00038103163],"domain_scores_gemma":[0.9972896,0.0016260749,0.00029958447,0.0005719222,0.00010418687,0.00010864009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013973334,0.00047973104,0.00056264584,0.00038393785,0.00013135896,0.00003705233,0.00014818931,0.00014293002,0.0003328828],"category_scores_gemma":[0.0002434159,0.00033160704,0.00020267878,0.0005423344,0.00011119915,0.00022577154,0.000017629198,0.00011550573,0.00003353196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03151108,0.0013810096,0.068013474,0.000034640172,0.000045892026,0.000038810773,0.0022083966,0.18389294,0.67462426,0.00041515104,0.0000037040618,0.03783066],"study_design_scores_gemma":[0.023589477,0.020685889,0.9336069,0.00032410838,0.000097115335,0.0000040246787,0.000052013223,0.013113802,0.007970107,0.00018664925,0.000020288879,0.000349604],"about_ca_topic_score_codex":0.0007961296,"about_ca_topic_score_gemma":0.00015103545,"teacher_disagreement_score":0.86559343,"about_ca_system_score_codex":0.00090417423,"about_ca_system_score_gemma":0.00013355992,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W2963699259","doi":"10.1016/j.brs.2019.07.014","title":"Surgical decision making for deep brain stimulation should not be based on aggregated normative data mining","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Context (archaeology); Obsessive compulsive; Normative; Neuroscience; Internal capsule; Medicine; Psychology; Psychiatry; Internal medicine; Magnetic resonance imaging; Biology","score_opus":0.10597016659694809,"score_gpt":0.38406954002705973,"score_spread":0.27809937343011165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963699259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94538265,0.00002667674,0.04536391,0.0060655284,0.00016736782,0.00199275,0.00010899356,0.0001259724,0.0007661529],"genre_scores_gemma":[0.98138684,0.0000011430791,0.008551082,0.007587424,0.00007104019,0.0000259949,0.0022190153,0.000035662655,0.000121805635],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99808556,0.00010975042,0.00040081935,0.00059976964,0.0005231807,0.00028093887],"domain_scores_gemma":[0.9943628,0.0046720137,0.00018934331,0.0005823428,0.0001034646,0.000090049114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044818004,0.00023716576,0.00034781868,0.00017860484,0.00013311236,0.000042287662,0.00013578127,0.00019041366,0.00025816663],"category_scores_gemma":[0.0014767009,0.00019122844,0.00009910265,0.00026145484,0.00002744303,0.00023791436,0.000068882044,0.0001441325,0.000042915046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026187446,0.001629178,0.10253677,0.00021262336,0.00017788442,0.00015682049,0.0005659748,0.42308372,0.0016025921,0.0005653133,0.0066917907,0.4365899],"study_design_scores_gemma":[0.009160263,0.0012059677,0.09588964,0.0001900041,0.000064989115,0.0000033167678,0.000024334853,0.8917722,0.00006994868,0.00043773057,0.0010097174,0.00017188226],"about_ca_topic_score_codex":0.000005117915,"about_ca_topic_score_gemma":0.000008058219,"teacher_disagreement_score":0.4686885,"about_ca_system_score_codex":0.000070282375,"about_ca_system_score_gemma":0.000038635724,"threshold_uncertainty_score":0.7798069},"labels":[],"label_agreement":null},{"id":"W2964806324","doi":"10.1016/j.brs.2019.07.022","title":"The importance of nGVS current density for postural control enhancement","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Galvanic vestibular stimulation; Vestibular system; Telerehabilitation; Medicine; Stimulation; Galvanic cell; Audiology; Physical medicine and rehabilitation; Materials science; Telemedicine; Internal medicine; Health care","score_opus":0.028005099869356957,"score_gpt":0.29755222526826575,"score_spread":0.2695471253989088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964806324","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08068864,0.0010577535,0.095736735,0.80171573,0.012069047,0.00781614,0.0005163405,0.00012605466,0.0002735673],"genre_scores_gemma":[0.71490896,0.000026545436,0.00006942555,0.2810472,0.0022026775,0.000098426615,0.00023692555,0.000046342786,0.0013634654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841964,0.000141457,0.00036297154,0.0003926334,0.000401907,0.00028136777],"domain_scores_gemma":[0.9970509,0.001986677,0.0004726641,0.00037010617,0.00010313407,0.000016563543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022989734,0.0002023015,0.00025421075,0.000041690706,0.00019078735,0.000041728665,0.00025904644,0.00015931836,0.000009700333],"category_scores_gemma":[0.0011613143,0.0001499543,0.00014681395,0.00007594725,0.0000995364,0.0000809471,0.000029063958,0.00035064243,0.000024652803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009555836,0.000025239973,0.0013469167,0.0001296996,0.000012330613,0.0000019240622,0.000043798562,0.0015380073,0.014967382,0.00011482428,0.9789005,0.0028238557],"study_design_scores_gemma":[0.0018024498,0.00022360742,0.0034987573,0.0000941438,0.00006581991,0.0000023362084,0.000004659166,0.03080669,0.0033933339,0.0015084071,0.9582191,0.00038067726],"about_ca_topic_score_codex":0.000002160252,"about_ca_topic_score_gemma":0.000003874766,"teacher_disagreement_score":0.63422036,"about_ca_system_score_codex":0.000052183543,"about_ca_system_score_gemma":0.000078929545,"threshold_uncertainty_score":0.61149585},"labels":[],"label_agreement":null},{"id":"W2965209089","doi":"10.1016/j.brs.2019.07.025","title":"A differential role for the posterior cerebellum in the adaptive control of convergence eye movements","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Canada Foundation for Innovation; American Academy of Optometry Foundation; American Association of Orthodontists Foundation","keywords":"CTBS; Eye movement; Saccadic masking; Transcranial magnetic stimulation; Neuroscience; Neurophysiology; Motor control; Psychology; Smooth pursuit; Adaptation (eye); Computer science; Stimulation; Primary motor cortex","score_opus":0.016585710770742636,"score_gpt":0.2628926078914947,"score_spread":0.24630689712075207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965209089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965078,0.000018571804,0.032466333,0.000584298,0.00035667783,0.0013308505,0.000039331928,0.000008915171,0.00011703414],"genre_scores_gemma":[0.99888414,0.0000011199347,0.000013052234,0.0008234013,0.000043888333,0.000041546416,0.0000034935206,0.000007121748,0.00018222303],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992145,0.00012599867,0.00016262951,0.00016851728,0.0001981671,0.00013024184],"domain_scores_gemma":[0.99887174,0.0008131907,0.000105895975,0.0001739397,0.00002371119,0.000011502825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013671961,0.0000770795,0.00009638192,0.00002916874,0.00006946793,0.00001853558,0.0002098904,0.00003024852,0.00009272619],"category_scores_gemma":[0.00021659785,0.000047877675,0.000048769107,0.000101343365,0.00005128523,0.00009163605,0.000019049332,0.00005544663,0.000015887352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006895628,0.00018723919,0.036044028,0.000025127354,0.000014920777,6.2044376e-7,0.002583147,0.092774004,0.86009115,0.0020040188,0.00019452668,0.0053916457],"study_design_scores_gemma":[0.0031079848,0.0003107794,0.18452616,0.000026108748,0.000015915462,4.9951734e-7,0.0005319853,0.7961077,0.013611524,0.0011402821,0.00049942144,0.000121626996],"about_ca_topic_score_codex":0.0000237238,"about_ca_topic_score_gemma":0.000010877066,"teacher_disagreement_score":0.84647965,"about_ca_system_score_codex":0.000010382647,"about_ca_system_score_gemma":0.000018026392,"threshold_uncertainty_score":0.19523948},"labels":[],"label_agreement":null},{"id":"W2967146742","doi":"10.1016/j.brs.2019.08.010","title":"Investigation into the effect of transcranial direct current stimulation on cardiac pacemakers","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Transcranial direct-current stimulation; Current (fluid); Neuroscience; Medicine; Transcranial alternating current stimulation; Stimulation; Physical medicine and rehabilitation; Psychology; Transcranial magnetic stimulation; Electrical engineering; Engineering","score_opus":0.024575724531987232,"score_gpt":0.28673267634764654,"score_spread":0.2621569518156593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967146742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331796,0.00011702589,0.0008072454,0.00097513216,0.0011491765,0.0021481875,0.000019043711,0.00014090547,0.001325318],"genre_scores_gemma":[0.99938005,0.000013045809,0.00006496695,0.000149214,0.00015104785,0.000058240897,0.000021296262,0.000035511217,0.00012664743],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996967,0.0008884614,0.0005093981,0.0005596614,0.0008190369,0.00025644078],"domain_scores_gemma":[0.9940505,0.005131108,0.00024080231,0.0004321089,0.00007719279,0.000068271605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006958916,0.00030325877,0.00041868704,0.00019128385,0.00023132676,0.000045643974,0.00018299681,0.0000991269,0.00008052419],"category_scores_gemma":[0.00119319,0.00022209664,0.00020856992,0.0006966502,0.00019923458,0.00023571226,0.00002588706,0.00020687713,0.00014210436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013582369,0.00003952021,0.0505658,0.00016960768,0.000025476587,6.301899e-7,0.0047879578,0.25185958,0.65266854,0.0016020982,0.00027406815,0.03664851],"study_design_scores_gemma":[0.007947968,0.0034131003,0.7164695,0.0002718875,0.00020716265,0.0000010864275,0.0000663935,0.14232475,0.1242958,0.0013929863,0.00292319,0.0006861414],"about_ca_topic_score_codex":0.000058490907,"about_ca_topic_score_gemma":0.0000055590626,"teacher_disagreement_score":0.66590375,"about_ca_system_score_codex":0.00007790464,"about_ca_system_score_gemma":0.000033743137,"threshold_uncertainty_score":0.9056838},"labels":[],"label_agreement":null},{"id":"W2969425970","doi":"10.1016/j.brs.2019.08.013","title":"A pilot investigation of an intensive theta burst stimulation protocol for patients with treatment resistant depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; Medical Research Council; Centre for Addiction and Mental Health; Campbell Institute; Brain and Behavior Research Foundation","keywords":"Treatment-resistant depression; Depression (economics); Stimulation; Psychology; Protocol (science); Medicine; Neuroscience; Major depressive disorder; Alternative medicine","score_opus":0.06165069652340073,"score_gpt":0.32144319549311295,"score_spread":0.25979249896971224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969425970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89411646,0.0000011112996,0.0028061396,0.00011543787,0.000075277654,0.102539405,0.000060787614,0.000094766576,0.00019059381],"genre_scores_gemma":[0.974256,1.1176701e-7,0.0020225875,0.00012787778,0.000039135826,0.023299543,0.00008057753,0.000040014726,0.00013419593],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980548,0.00018721425,0.00048102895,0.0005756779,0.0004812726,0.00021999003],"domain_scores_gemma":[0.99739724,0.001160252,0.00039802582,0.00037212844,0.00059430476,0.00007802722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001384878,0.00025790243,0.00029672135,0.0001776021,0.0001647099,0.000038952687,0.000113992486,0.000058053614,0.000044414755],"category_scores_gemma":[0.0006177978,0.0001947947,0.000057199763,0.00031484486,0.00010603005,0.0004588907,0.000021266298,0.0000530253,0.000010027206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02324365,0.0009596321,0.2921251,0.0002482,0.00003366787,0.0000010097453,0.0021977692,0.13675131,0.53675044,0.0009966951,0.00006971296,0.0066228365],"study_design_scores_gemma":[0.017962348,0.010209535,0.87734497,0.00017438896,0.00004200412,5.341195e-7,0.0000450501,0.07982635,0.012609618,0.0012959001,0.00021437301,0.0002749295],"about_ca_topic_score_codex":0.00005396184,"about_ca_topic_score_gemma":0.000023579378,"teacher_disagreement_score":0.58521986,"about_ca_system_score_codex":0.00010285802,"about_ca_system_score_gemma":0.00006208122,"threshold_uncertainty_score":0.79434973},"labels":[],"label_agreement":null},{"id":"W2971383303","doi":"10.1016/j.brs.2019.09.001","title":"A pragmatic randomized controlled trial exploring the relationship between pulse number and response to repetitive transcranial magnetic stimulation treatment in depression","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council","keywords":"Transcranial magnetic stimulation; Depression (economics); Randomized controlled trial; Deep transcranial magnetic stimulation; Stimulation; Psychology; Pulse (music); Medicine; Physical medicine and rehabilitation; Neuroscience; Internal medicine; Physics","score_opus":0.05764649173060228,"score_gpt":0.3216923513177069,"score_spread":0.26404585958710464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971383303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782806,0.00003881028,0.0023926191,0.0017885921,0.0003546011,0.016419047,0.000014705847,0.00010956807,0.0006014441],"genre_scores_gemma":[0.99643046,0.0000069888183,0.00035496507,0.00015850652,0.00014504202,0.0021989578,0.000009418393,0.000040864983,0.00065477716],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9936482,0.0035069028,0.0011486465,0.0007228619,0.00061857555,0.0003548462],"domain_scores_gemma":[0.9469918,0.052207194,0.00024554928,0.00037636945,0.00007039945,0.00010870402],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023876086,0.00037099604,0.0010966944,0.0003404687,0.00029743428,0.000123781,0.00013672885,0.00011682059,0.00018726202],"category_scores_gemma":[0.013612017,0.0002599481,0.00022088998,0.00067452237,0.00013479922,0.00039802707,0.000035927034,0.00019828457,0.00011250707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9065821,0.00012974541,0.04696655,0.000017618466,0.000017126651,0.0000044804215,0.0076696025,0.022673761,0.012059216,0.00066544686,0.0000031236927,0.0032111912],"study_design_scores_gemma":[0.5422467,0.0004860226,0.4419291,0.000079417274,0.000111800895,0.0000024282815,0.0000777366,0.013692139,0.00007890059,0.0010712818,0.000029896933,0.00019454662],"about_ca_topic_score_codex":0.00008828368,"about_ca_topic_score_gemma":0.000028373748,"teacher_disagreement_score":0.39496255,"about_ca_system_score_codex":0.00016789074,"about_ca_system_score_gemma":0.00007225821,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W2976401300","doi":"10.1016/j.brs.2019.09.010","title":"Probing the circuitry of panic with deep brain stimulation: Connectomic analysis and review of the literature","year":2019,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Canada Research Chairs; University Health Network","keywords":"Deep brain stimulation; Neuroscience; Panic; Stimulation; Brain stimulation; Medicine; Psychology; Psychiatry; Anxiety; Pathology","score_opus":0.03509207567569622,"score_gpt":0.3210229507990907,"score_spread":0.2859308751233945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976401300","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015690235,0.99449193,0.00016627285,0.00071751024,0.000028989944,0.002874368,0.00003486111,0.000012226428,0.00010481879],"genre_scores_gemma":[0.060504552,0.9377102,0.000044111857,0.001106685,0.000029421897,0.00004345502,0.00036486887,0.000027217391,0.00016946906],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9982651,0.00036683667,0.000588843,0.0003485883,0.00030280897,0.00012785033],"domain_scores_gemma":[0.99741185,0.0010834703,0.000750191,0.00059316464,0.00012669095,0.000034645418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141397,0.00028018965,0.001502987,0.000129116,0.00006101275,0.000014905603,0.00012338135,0.00017706276,0.000053981177],"category_scores_gemma":[0.00037253049,0.00012022861,0.00048243467,0.0013733469,0.00008375104,0.000046713874,0.000048605805,0.00026331007,0.0000019018337],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011369054,0.0002801377,0.008341536,0.20393717,0.0041213706,0.000014082431,0.00039029724,0.00063469895,0.000011928705,0.00045636887,0.00028388822,0.7814148],"study_design_scores_gemma":[0.009900398,0.0029437444,0.14677513,0.6022868,0.13277987,0.00025218242,0.00006758196,0.009293799,0.000007174127,0.0016408415,0.09244113,0.0016113524],"about_ca_topic_score_codex":0.0000040452883,"about_ca_topic_score_gemma":0.0000045457455,"teacher_disagreement_score":0.77980345,"about_ca_system_score_codex":0.000031910848,"about_ca_system_score_gemma":0.00010436845,"threshold_uncertainty_score":0.49027804},"labels":[],"label_agreement":null},{"id":"W2979865844","doi":"10.1016/j.brs.2019.09.016","title":"Cardiovascular differences between sham and active iTBS related to treatment response in MDD","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Centre for Addiction and Mental Health; University of Toronto; University of British Columbia; University Health Network","funders":"National Institute of Mental Health; Ontario Mental Health Foundation; Michael Smith Health Research BC; Campbell Institute; MagVenture; Fondation Brain Canada; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; National Institutes of Health; Vancouver Coastal Health Research Institute; Centre for Addiction and Mental Health; BrainsWay; Health Canada; Campbell Foundation","keywords":"Heart rate; Stimulation; Blood pressure; Heart rate variability; Medicine; Autonomic nervous system; Cardiology; Internal medicine; Diastole; Psychology; Anesthesia","score_opus":0.022077726880626244,"score_gpt":0.2844419882968654,"score_spread":0.26236426141623914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979865844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953686,0.00006290749,0.00012840002,0.0030929758,0.000037432856,0.0010913898,0.000009703185,0.000029658622,0.00017893694],"genre_scores_gemma":[0.9990923,0.0000021898666,0.00010631318,0.00009402705,0.000027118003,0.000020784573,0.00001895197,0.000008144298,0.0006302165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905306,0.0002247591,0.00020362064,0.0002733956,0.00010959989,0.00013554588],"domain_scores_gemma":[0.9989143,0.0007282026,0.00002276108,0.00022521721,0.000024823328,0.00008472052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054816843,0.000101073034,0.00035358203,0.00012841175,0.000026403412,0.000011849206,0.000019930323,0.00009529585,0.00006623054],"category_scores_gemma":[0.00028007108,0.00008468303,0.0000743626,0.00014746345,0.000015509786,0.00006551935,0.000014999874,0.000073856696,0.000060661758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024213486,0.00015434594,0.69677645,0.000036942845,0.0004780783,0.000017422877,0.0068593416,0.0054727234,0.024326274,0.00009131613,0.0000098205865,0.26335594],"study_design_scores_gemma":[0.0029474192,0.0006519245,0.9848014,0.000048575115,0.00005500747,0.0000018491522,0.00009524835,0.00847226,0.00025090153,0.000099871526,0.0024913582,0.000084202635],"about_ca_topic_score_codex":0.00016716812,"about_ca_topic_score_gemma":0.000009027987,"teacher_disagreement_score":0.28802493,"about_ca_system_score_codex":0.00020344055,"about_ca_system_score_gemma":0.0000835151,"threshold_uncertainty_score":0.34532738},"labels":[],"label_agreement":null},{"id":"W2980834141","doi":"10.1016/j.brs.2019.10.013","title":"The impact of brain morphometry on tDCS effects on GABA levels","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Centre for Interdisciplinary Research in Rehabilitation; Centre hospitalier universitaire de Québec; Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Parkinson Society Canada","keywords":"Transcranial direct-current stimulation; Neuroscience; Neurotransmitter; Stimulation; Psychology; Brain morphometry; Medicine; Central nervous system","score_opus":0.038830676717054854,"score_gpt":0.30861250539373336,"score_spread":0.2697818286766785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980834141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6075126,0.00002465371,0.0006499665,0.38152853,0.003591294,0.0026881122,0.00051521155,0.0001827363,0.0033069071],"genre_scores_gemma":[0.6982733,0.0000046616747,0.000010061602,0.29338884,0.0013650963,0.00002017465,0.00013781719,0.00009074811,0.006709311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968323,0.00062418537,0.00043439335,0.0007413377,0.00088737434,0.0004803949],"domain_scores_gemma":[0.98071235,0.01782297,0.00053788035,0.0008165264,0.0000677099,0.000042560227],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004507011,0.00046929377,0.00043225483,0.0003832769,0.0002479998,0.0001373758,0.00042613756,0.00055102754,0.00004958274],"category_scores_gemma":[0.004180723,0.0003068785,0.0004120531,0.00055573863,0.00009349558,0.00013332794,0.00006944294,0.0012359726,0.00025225896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019487839,0.000048990492,0.00013082485,0.000109546185,0.000027277354,0.00004052761,0.000026066542,0.020798538,0.10403914,0.00026142152,0.863453,0.010869844],"study_design_scores_gemma":[0.006390501,0.013750193,0.21970174,0.0016959996,0.00013259616,0.00008379068,0.0000069764865,0.3130191,0.069861844,0.008878373,0.3633381,0.0031407787],"about_ca_topic_score_codex":0.000030346811,"about_ca_topic_score_gemma":0.0000012851489,"teacher_disagreement_score":0.50011486,"about_ca_system_score_codex":0.00025100337,"about_ca_system_score_gemma":0.00008353149,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W2981151918","doi":"10.1016/j.brs.2019.10.012","title":"Functional connectivity of the anterior cingulate cortex predicts treatment outcome for rTMS in treatment-resistant depression at 3-month follow-up","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Centre for Addiction and Mental Health; Toronto Western Hospital; University of Toronto; University Health Network; University of British Columbia","funders":"Campbell Family Mental Health Research Institute; National Institutes of Health; H. Lundbeck A/S; Vancouver Coastal Health Research Institute; Michael Smith Health Research BC; Janssen Pharmaceuticals; MagVenture; BrainsWay; Fondation Brain Canada; Canadian Institutes of Health Research; Weston Brain Institute; Centre for Addiction and Mental Health Foundation; Klarman Family Foundation; Arrell Family Foundation; National Institute of Mental Health; Ontario Brain Institute","keywords":"Transcranial magnetic stimulation; Anterior cingulate cortex; Functional magnetic resonance imaging; Neuroscience; Dorsolateral prefrontal cortex; Psychology; Treatment-resistant depression; Prefrontal cortex; Cingulate cortex; Medicine; Major depressive disorder; Cognition; Stimulation; Central nervous system","score_opus":0.04904883589974578,"score_gpt":0.29633531200510566,"score_spread":0.24728647610535986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981151918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951447,0.000054096476,0.00093450095,0.0002827559,0.0007990237,0.002327677,0.0001435152,0.000053139127,0.00026056924],"genre_scores_gemma":[0.9973139,0.0000047692206,0.000074762225,0.00007924125,0.0000405236,0.000116561016,0.000013076683,0.000023755689,0.0023334136],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99827343,0.0001548619,0.0004951932,0.0005053405,0.00032703351,0.00024413457],"domain_scores_gemma":[0.9975907,0.0017136736,0.00025219476,0.0003423574,0.00005841312,0.00004261159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013770364,0.00023554295,0.000382905,0.000108005435,0.0001964583,0.000018076771,0.00009560512,0.00008309538,0.000098886296],"category_scores_gemma":[0.00048641892,0.00016007878,0.00020303258,0.0002435547,0.00007665078,0.00012843958,0.000043994343,0.00003932505,0.000013056085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023555816,0.00019743979,0.41862327,0.000025072037,0.0000157088,0.0000010521354,0.00049328146,0.01959344,0.5557329,0.00010975452,0.000016316542,0.0028362076],"study_design_scores_gemma":[0.012317461,0.00077196467,0.93513834,0.00005519389,0.000046749996,0.0000020028544,0.000018739767,0.0376098,0.013459755,0.00016911986,0.0002710435,0.00013983007],"about_ca_topic_score_codex":0.00015307944,"about_ca_topic_score_gemma":0.00047156046,"teacher_disagreement_score":0.5422731,"about_ca_system_score_codex":0.00036234353,"about_ca_system_score_gemma":0.000044874603,"threshold_uncertainty_score":0.6527823},"labels":[],"label_agreement":null},{"id":"W2982582461","doi":"10.1016/j.brs.2019.10.020","title":"Dorsomedial prefrontal cortex repetitive transcranial magnetic stimulation for treatment-refractory major depressive disorder: A three-arm, blinded, randomized controlled trial","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; University Health Network; St. Michael's Hospital; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"Allergan; National Institutes of Health; Temerty Family Foundation; H. Lundbeck A/S; Centre for Addiction and Mental Health; Canadian Institutes of Health Research; Weston Brain Institute; Centre for Addiction and Mental Health Foundation; Sunovion; Servier; Ontario Brain Institute; Pfizer; St. Jude Medical; Fondation Brain Canada; Klarman Family Foundation; BrainsWay; Bristol-Myers Squibb","keywords":"Transcranial magnetic stimulation; Randomized controlled trial; Stimulation; Depression (economics); Placebo; Treatment-resistant depression; Deep transcranial magnetic stimulation; Medicine; Psychology; Prefrontal cortex; Supplementary motor area; Refractory (planetary science); Anesthesia; Antidepressant; Physical medicine and rehabilitation; Hippocampus; Psychiatry; Neuroscience; Internal medicine; Functional magnetic resonance imaging; Cognition","score_opus":0.028729202860824005,"score_gpt":0.28844438528811367,"score_spread":0.25971518242728964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982582461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.416892,0.0025714813,0.12957726,0.1566416,0.02188951,0.2614394,0.0052729705,0.0020725403,0.0036432084],"genre_scores_gemma":[0.92256284,0.00013767758,0.0009664143,0.039873045,0.011756201,0.014755019,0.0021747684,0.0005366588,0.0072373636],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98966527,0.0019936177,0.002791746,0.002516393,0.001826732,0.0012062289],"domain_scores_gemma":[0.96431893,0.03228213,0.0018304808,0.000945052,0.0004726205,0.00015081059],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00079114136,0.0017134971,0.0049608294,0.0008745866,0.0007078498,0.00032274122,0.0005701498,0.0017496722,0.0010025237],"category_scores_gemma":[0.005877769,0.0014386455,0.0024465814,0.00045914052,0.0007411025,0.00055146596,0.00006221996,0.00088488247,0.00014571432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9749334,0.00082550384,0.00003424824,0.00017462512,0.00041863587,0.000055440905,0.00087030715,0.0047500655,0.007074709,0.00011388899,0.006477953,0.0042712647],"study_design_scores_gemma":[0.9037347,0.005365964,0.0010225042,0.00012987324,0.002888085,0.000010354862,0.000014298848,0.06633927,0.000051906132,0.0016447323,0.017496407,0.0013019484],"about_ca_topic_score_codex":0.00021388379,"about_ca_topic_score_gemma":0.00016644686,"teacher_disagreement_score":0.50567085,"about_ca_system_score_codex":0.00045389627,"about_ca_system_score_gemma":0.0004936499,"threshold_uncertainty_score":0.9999107},"labels":[],"label_agreement":null},{"id":"W2982862832","doi":"10.1016/j.brs.2019.11.006","title":"A case series of a novel 1 Hz right-sided dorsolateral prefrontal cortex rTMS protocol in major depression","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Toronto Rehabilitation Institute; University of Toronto; Centre Hospitalier de l’Université de Montréal; University Health Network","funders":"Campbell Family Mental Health Research Institute; Arrell Family Foundation; H. Lundbeck A/S; Ontario Mental Health Foundation; Fondation Brain Canada; W. Garfield Weston Foundation; Centre for Addiction and Mental Health; Campbell Institute; Branch Out Neurological Foundation; National Alliance for Research on Schizophrenia and Depression; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; National Institutes of Health; Family Care Foundation; National Institute of Mental Health; Ontario Brain Institute; William E. and Josephine B. Buchanan Family Foundation; Klarman Family Foundation; Brain and Behavior Research Foundation","keywords":"Transcranial magnetic stimulation; Tolerability; Dorsolateral prefrontal cortex; Depression (economics); Anxiety; Mood; Treatment-resistant depression; Psychology; Psychiatry; Major depressive disorder; Medicine; Prefrontal cortex; Psychotherapist; Physical medicine and rehabilitation; Neuroscience; Stimulation; Internal medicine; Cognition; Adverse effect","score_opus":0.04399472857284552,"score_gpt":0.30416206957899244,"score_spread":0.2601673410061469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982862832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62540364,0.000018537155,0.0070248195,0.059590064,0.0015562807,0.30107236,0.0012490662,0.0006122405,0.0034730022],"genre_scores_gemma":[0.9353293,3.885485e-7,0.0019408708,0.034518138,0.0007264781,0.02432326,0.00012600441,0.00015005984,0.0028855116],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963021,0.0003164588,0.0010853034,0.0010311756,0.00076490175,0.00050002924],"domain_scores_gemma":[0.99702924,0.0015937106,0.0006255747,0.000584126,0.0001231887,0.000044145145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019375638,0.00056923437,0.00076271594,0.00047776444,0.00014892075,0.00007710482,0.00028821197,0.00068898924,0.00027230842],"category_scores_gemma":[0.00073974655,0.0005106145,0.00017578359,0.00045340465,0.00019830422,0.0004915672,0.00013829111,0.000824422,0.000036585094],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00413965,0.0007798081,0.0074870978,0.0024443911,0.00006319246,0.006339502,0.0032680274,0.017936146,0.90173334,0.000114638045,0.054476913,0.0012172745],"study_design_scores_gemma":[0.09817306,0.0038038201,0.4449912,0.006791977,0.00043730176,0.0134239225,0.00012357226,0.27059266,0.021126857,0.002036446,0.13170454,0.006794637],"about_ca_topic_score_codex":0.00024347435,"about_ca_topic_score_gemma":0.00009521869,"teacher_disagreement_score":0.8806065,"about_ca_system_score_codex":0.000120298726,"about_ca_system_score_gemma":0.00010542185,"threshold_uncertainty_score":0.9997345},"labels":[],"label_agreement":null},{"id":"W2984423921","doi":"10.1016/j.brs.2019.11.003","title":"Interhemispheric pathways in agenesis of the corpus callosum and Parkinson’s disease","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Corpus callosum; Transcranial magnetic stimulation; Neuroscience; Motor cortex; Inhibitory postsynaptic potential; Agenesis of the corpus callosum; Excitatory postsynaptic potential; Pyramidal tracts; Psychology; Cortex (anatomy); Primary motor cortex; Medicine; Stimulation","score_opus":0.058007788290823446,"score_gpt":0.30852700349884815,"score_spread":0.2505192152080247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984423921","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17000026,0.00059428025,0.007264386,0.81836015,0.00019157228,0.0026312652,0.00011163567,0.00015441404,0.0006920504],"genre_scores_gemma":[0.7520551,0.000083101746,0.0016303147,0.24335241,0.0003661631,0.0001049037,0.00021953146,0.000065574306,0.0021228837],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913675,0.00004466432,0.00025108887,0.00028668906,0.00016487505,0.000115960254],"domain_scores_gemma":[0.99905056,0.00022855311,0.00018014044,0.00047523723,0.00004111805,0.000024410952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060446117,0.00014682893,0.00023891109,0.00005902361,0.000024635248,0.000005228307,0.000097521835,0.00013711504,0.000017762744],"category_scores_gemma":[0.00015824716,0.000109712804,0.00006260717,0.00016459593,0.00008757325,0.000028641078,0.0000695061,0.0003562882,0.0000018166515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013297157,0.00008553881,0.16104166,0.0011501944,0.00002222431,0.000060170554,0.0001833886,0.0005288048,0.009557775,0.00018732791,0.80908185,0.017968105],"study_design_scores_gemma":[0.00056163454,0.000041980733,0.36869606,0.00058305217,0.00006605865,0.000008556594,0.0000031163397,0.0062543526,0.0001497782,0.0016821185,0.6217954,0.00015785768],"about_ca_topic_score_codex":0.000027650047,"about_ca_topic_score_gemma":0.0000015206031,"teacher_disagreement_score":0.58205485,"about_ca_system_score_codex":0.000053929678,"about_ca_system_score_gemma":0.000043939574,"threshold_uncertainty_score":0.44739583},"labels":[],"label_agreement":null},{"id":"W2988106293","doi":"10.1016/j.brs.2019.10.023","title":"Aggressiveness after centromedian nucleus stimulation engages prefrontal thalamocortical circuitry","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; Toronto Western Hospital; Hospital for Sick Children; Toronto Rehabilitation Institute; SickKids Foundation; University of Toronto; University Health Network","funders":"University of Toronto; Medtronic; Sunovion; AbbVie Canada; Boston Scientific Corporation; Chiesi Farmaceutici; UCB","keywords":"Deep brain stimulation; Epilepsy; Psychology; Neuroscience; Polymicrogyria; Stimulation; Epilepsy surgery; White matter; Brain stimulation; Drug Resistant Epilepsy; Prefrontal cortex; Medicine; Anesthesia; Internal medicine; Cognition; Magnetic resonance imaging","score_opus":0.021324524054345907,"score_gpt":0.27241265429467126,"score_spread":0.25108813024032534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988106293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6384919,0.0004866684,0.0006163889,0.35287356,0.0013463981,0.0037153617,0.00027997672,0.00032750916,0.0018622344],"genre_scores_gemma":[0.7511953,0.000016749565,0.00013329448,0.24226953,0.0015275555,0.0000975868,0.0028912143,0.00009525585,0.0017734979],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971926,0.00024328857,0.0004753434,0.000818216,0.0007178657,0.00055268005],"domain_scores_gemma":[0.9982966,0.0006666648,0.0002538383,0.000551936,0.00011249354,0.00011844564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009829849,0.00050021376,0.00067092676,0.00020315188,0.00010032115,0.000063697415,0.00011827479,0.0011114846,0.0010027722],"category_scores_gemma":[0.00033063273,0.00041704558,0.00029003317,0.00014893163,0.0001103409,0.00015758947,0.00006892034,0.0012798706,0.0004494416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021710987,0.0012910345,0.37623984,0.0014158833,0.00080373837,0.008662074,0.00043866926,0.0010815486,0.00096874975,0.000045132256,0.5692583,0.03762393],"study_design_scores_gemma":[0.0046815244,0.00075830653,0.918548,0.0003615339,0.000491021,0.00003752988,0.000006929505,0.005328503,0.00002043185,0.000921355,0.06833308,0.00051181443],"about_ca_topic_score_codex":0.000013515616,"about_ca_topic_score_gemma":0.0000016438888,"teacher_disagreement_score":0.54230815,"about_ca_system_score_codex":0.0001793149,"about_ca_system_score_gemma":0.00010131891,"threshold_uncertainty_score":0.9999105},"labels":[],"label_agreement":null},{"id":"W2990853727","doi":"10.1016/j.brs.2019.11.008","title":"Clinical trials for deep brain stimulation: Current state of affairs","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Current (fluid); Deep brain stimulation; Neuroscience; Physical medicine and rehabilitation; Medicine; Stimulation; State (computer science); Psychology; Computer science; Internal medicine; Electrical engineering; Engineering","score_opus":0.15691969203148096,"score_gpt":0.45358784769917027,"score_spread":0.29666815566768934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990853727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96720713,0.00032353966,0.025963455,0.0022858032,0.000512225,0.003133429,0.0000457286,0.000059046182,0.00046961376],"genre_scores_gemma":[0.997354,0.000018018694,0.0012550867,0.0005715896,0.000117424395,0.000032990272,0.00024062,0.000019668483,0.00039063575],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979693,0.00031785542,0.0009490571,0.00033695184,0.00024485044,0.00018198433],"domain_scores_gemma":[0.99511784,0.004017374,0.0003778682,0.00025039882,0.00013364002,0.00010290525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015061153,0.00014925943,0.00065464544,0.00008297003,0.00003426123,0.000010156121,0.00005027691,0.000080451326,0.00017303161],"category_scores_gemma":[0.0031272746,0.00011346504,0.00032101074,0.00013524416,0.000038586393,0.00007677766,0.000022186086,0.000107443484,0.000047629972],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037199783,0.0011433568,0.20989643,0.00020874404,0.0001665071,0.000003452342,0.00012751108,0.014010676,0.00089084636,0.0004897537,0.0032561182,0.76608664],"study_design_scores_gemma":[0.01868729,0.0031002532,0.79588753,0.00008956696,0.00020044281,0.0000010635938,0.000017007085,0.16043644,0.000104803665,0.017089462,0.004198411,0.0001877089],"about_ca_topic_score_codex":0.000002156511,"about_ca_topic_score_gemma":0.0000027966864,"teacher_disagreement_score":0.7658989,"about_ca_system_score_codex":0.000021907139,"about_ca_system_score_gemma":0.000048195558,"threshold_uncertainty_score":0.462697},"labels":[],"label_agreement":null},{"id":"W2995587577","doi":"10.1016/j.brs.2019.12.020","title":"Strengthened theta-burst transcranial magnetic stimulation as an adjunctive treatment for Alzheimer’s disease: An open-label pilot study","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Natural Science Foundation of Anhui Province","keywords":"Transcranial magnetic stimulation; Open label; Stimulation; Neuroscience; Brain stimulation; Medicine; Deep transcranial magnetic stimulation; Adjunctive treatment; Psychology; Anesthesia; Audiology; Internal medicine; Clinical trial","score_opus":0.20105283949598907,"score_gpt":0.3802081065144883,"score_spread":0.1791552670184992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995587577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77371585,0.00072966993,0.0058217943,0.13033155,0.0045660194,0.07444231,0.007213795,0.0016470597,0.001531926],"genre_scores_gemma":[0.93907183,0.000013597615,0.00071192783,0.050516445,0.002326076,0.0019220081,0.002786456,0.00040092078,0.0022507224],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9915317,0.0016740792,0.0013055648,0.0030029896,0.0014838158,0.0010018176],"domain_scores_gemma":[0.99296844,0.003949726,0.0006291061,0.0017469573,0.0004054985,0.00030027796],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00047209632,0.0014559649,0.0013957192,0.00054490886,0.00090481376,0.00075024395,0.0012867877,0.0004458392,0.0005218821],"category_scores_gemma":[0.00062511425,0.0013688362,0.00019329747,0.000592284,0.00024566043,0.0014190845,0.000117818316,0.00061121193,0.00015073086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13846485,0.107005924,0.005649142,0.00095841894,0.0027163522,0.0011084261,0.026931614,0.30640158,0.10584545,0.0034217595,0.09667018,0.2048263],"study_design_scores_gemma":[0.12778652,0.26044798,0.14667161,0.00027334352,0.008776721,0.00002011541,0.00033741276,0.36687776,0.00022460941,0.0102155395,0.0723182,0.0060501858],"about_ca_topic_score_codex":0.00051038293,"about_ca_topic_score_gemma":0.00018347049,"teacher_disagreement_score":0.19877611,"about_ca_system_score_codex":0.0003136101,"about_ca_system_score_gemma":0.00041217677,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W2995938749","doi":"10.1016/j.brs.2019.12.001","title":"Letter to the editor: No influence of static magnetic stimulation applied for 30 minutes over the human M1 on corticospinal excitability","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Transcranial magnetic stimulation; Motor cortex; Stimulation; Neuroscience; Brain stimulation; Scopus; Psychology; Primary motor cortex; Transcranial direct-current stimulation; Physical medicine and rehabilitation; Medicine; Chemistry; MEDLINE","score_opus":0.03258048798741471,"score_gpt":0.2934702452619314,"score_spread":0.2608897572745167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995938749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6437846,0.000039342936,0.00798433,0.32675606,0.0047115046,0.015155,0.00065542856,0.00022465372,0.00068907486],"genre_scores_gemma":[0.69512624,8.746187e-7,0.0002214105,0.2965983,0.006906004,0.00042475667,0.00007221454,0.00007599552,0.0005742347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955732,0.00040168723,0.0010544677,0.0010325979,0.0013786831,0.0005593372],"domain_scores_gemma":[0.986637,0.011187748,0.0005939794,0.0011719851,0.00036377294,0.00004550114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057856494,0.0005758781,0.00059577136,0.00020722889,0.0004885515,0.00013878645,0.00071704225,0.00039163875,0.00022792834],"category_scores_gemma":[0.0026950866,0.0003972735,0.0002148088,0.0004235526,0.00038358514,0.0001393606,0.00011091816,0.00076156517,0.00027053166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030471358,0.00008130541,0.00026234932,0.00034491485,0.00002016114,0.0000015826548,0.0007225661,0.26059222,0.042962994,0.00022231629,0.69376713,0.00071777485],"study_design_scores_gemma":[0.002550341,0.0014755204,0.4779258,0.00017264801,0.0001984664,9.694331e-7,0.000009906099,0.023655226,0.00022120825,0.0014583862,0.49160522,0.0007263105],"about_ca_topic_score_codex":0.000044457982,"about_ca_topic_score_gemma":0.000007139302,"teacher_disagreement_score":0.47766346,"about_ca_system_score_codex":0.0001322934,"about_ca_system_score_gemma":0.00007075936,"threshold_uncertainty_score":0.9998479},"labels":[],"label_agreement":null},{"id":"W2996300861","doi":"10.1016/j.brs.2019.12.017","title":"Retinal tear and posterior vitreous detachment following repetitive transcranial magnetic stimulation for major depression: A case report","year":2019,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Centre Hospitalier de l’Université de Montréal; Kensington Health; University of Toronto; University Health Network; Toronto Rehabilitation Institute; St. Michael's Hospital","funders":"Campbell Family Mental Health Research Institute; National Institutes of Health; Ontario Mental Health Foundation; Fondation Brain Canada; W. Garfield Weston Foundation; H. Lundbeck A/S; Centre for Addiction and Mental Health; Campbell Institute; National Alliance for Research on Schizophrenia and Depression; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Klarman Family Foundation; National Institute of Mental Health; Ontario Brain Institute; Brain and Behavior Research Foundation","keywords":"Transcranial magnetic stimulation; Depression (economics); Ophthalmology; Retinal detachment; Medicine; Retinal; Stimulation; Neuroscience; Physical medicine and rehabilitation; Psychology","score_opus":0.02707026252787148,"score_gpt":0.2954788015687473,"score_spread":0.2684085390408758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996300861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78966165,0.0007724774,0.030540003,0.15914111,0.0035770405,0.013502301,0.00084124383,0.00074938295,0.0012147735],"genre_scores_gemma":[0.92490584,0.0000067909173,0.0041088727,0.06424466,0.0019419836,0.00039295363,0.00037211308,0.00021813106,0.003808654],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.994433,0.00046426733,0.0012994203,0.0020105303,0.0010493676,0.00074341265],"domain_scores_gemma":[0.9936763,0.004619901,0.0006273504,0.0007494845,0.00021483413,0.000112148315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055729103,0.0008258731,0.0009479456,0.0004283769,0.0006698934,0.00026309217,0.00022404394,0.00082354504,0.0001571235],"category_scores_gemma":[0.001922736,0.0008453108,0.0004518593,0.00034251797,0.0001786593,0.00035425133,0.00009525645,0.00079053635,0.00003179832],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010293987,0.00073088816,0.009770499,0.0046838652,0.00054012355,0.29231623,0.0097803315,0.016023684,0.41360235,0.00013688835,0.16748811,0.07463304],"study_design_scores_gemma":[0.07473309,0.010954688,0.09932572,0.0038940487,0.007833554,0.16160649,0.00039241335,0.21301076,0.0052599856,0.003589291,0.40803576,0.011364214],"about_ca_topic_score_codex":0.00008517356,"about_ca_topic_score_gemma":0.00001714242,"teacher_disagreement_score":0.40834236,"about_ca_system_score_codex":0.0001611445,"about_ca_system_score_gemma":0.000117942254,"threshold_uncertainty_score":0.9993998},"labels":[],"label_agreement":null},{"id":"W2998565128","doi":"10.1016/j.brs.2019.12.025","title":"Safety and tolerability of transcranial magnetic and direct current stimulation in children: Prospective single center evidence from 3.5 million stimulations","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Children's Hospital","funders":"Canadian Institutes of Health Research; Alberta Children's Hospital Foundation; Children's Hospital Foundation; Hotchkiss Brain Institute, University of Calgary","keywords":"Tolerability; Transcranial magnetic stimulation; Transcranial direct-current stimulation; Medicine; Brain stimulation; Neurostimulation; Deep transcranial magnetic stimulation; Anesthesia; Psychology; Physical medicine and rehabilitation; Adverse effect; Stimulation; Internal medicine","score_opus":0.027348355434120616,"score_gpt":0.27775079685153553,"score_spread":0.2504024414174149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998565128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310535,0.0008284241,0.00302022,0.00025858113,0.00018776186,0.0022100566,0.00015713589,0.000072633455,0.0001598276],"genre_scores_gemma":[0.9991024,0.00010812172,0.00060613366,0.000043400443,0.000053663513,0.000018715411,0.000022949389,0.0000249724,0.00001963651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730146,0.0003464202,0.0007728064,0.00086083356,0.00045477244,0.0002637035],"domain_scores_gemma":[0.99684364,0.0024746358,0.00019917633,0.00029399287,0.00010886531,0.00007970664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029513528,0.00028863788,0.00048282612,0.00023934174,0.00012569751,0.000050878938,0.00010682713,0.00010864342,0.00014082812],"category_scores_gemma":[0.0009125414,0.000295512,0.000065970846,0.00053016236,0.00021722213,0.00054239604,0.00005757888,0.00017856932,0.000008739557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081196567,0.00025111318,0.8194577,0.000043565597,0.0000058814576,3.4253316e-7,0.0015717597,0.052215707,0.11126291,0.000095230396,0.0000020826187,0.014281723],"study_design_scores_gemma":[0.0041718357,0.00041607674,0.8862751,0.00021550278,0.000034103134,0.0000023843015,0.000015845364,0.10715234,0.0007645954,0.0006866985,0.000020333897,0.00024514447],"about_ca_topic_score_codex":0.00019146805,"about_ca_topic_score_gemma":0.000065593325,"teacher_disagreement_score":0.11049832,"about_ca_system_score_codex":0.00009432919,"about_ca_system_score_gemma":0.000028138471,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2998823745","doi":"10.1016/j.brs.2020.01.005","title":"NMDA receptor partial agonist, d-cycloserine, enhances 10 Hz rTMS-induced motor plasticity, suggesting long-term potentiation (LTP) as underlying mechanism","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Drug Abuse; Diabetes Australia Research Trust; Medical University of South Carolina","keywords":"Long-term potentiation; NMDA receptor; Neuroscience; Agonist; Partial agonist; Long-term depression; Cycloserine; Synaptic plasticity; Chemistry; Psychology; Receptor; AMPA receptor","score_opus":0.0809892114084102,"score_gpt":0.3148004665684158,"score_spread":0.23381125516000562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998823745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67115015,0.000042957934,0.07247335,0.24396278,0.004661327,0.004221789,0.00035408812,0.0018263389,0.001307245],"genre_scores_gemma":[0.9248194,0.000018035986,0.0009232275,0.0677548,0.0037844316,0.00017394515,0.0004517711,0.00021010172,0.0018642808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9936694,0.0006426633,0.0012587423,0.0018345382,0.0016778945,0.000916788],"domain_scores_gemma":[0.99454767,0.0035702444,0.000976437,0.00045588383,0.00025622212,0.00019355198],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021714385,0.00096036954,0.0008916387,0.00039516378,0.0009661624,0.0005234817,0.00061051414,0.0008069061,0.0011570571],"category_scores_gemma":[0.0040191286,0.0010685079,0.00032797243,0.0007280504,0.00016438086,0.0005800683,0.00022913639,0.001311434,0.0008841884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035509779,0.00008111909,0.00021072754,0.00039758728,0.00006626811,0.00013978872,0.00041888445,0.002123572,0.98136306,0.00038923277,0.010809744,0.0036449002],"study_design_scores_gemma":[0.024002293,0.00918434,0.18367681,0.0036041671,0.002152248,0.00018431451,0.00016387276,0.23716578,0.41066864,0.015996948,0.09843102,0.01476957],"about_ca_topic_score_codex":0.000085073196,"about_ca_topic_score_gemma":0.000016826398,"teacher_disagreement_score":0.57069445,"about_ca_system_score_codex":0.00025070168,"about_ca_system_score_gemma":0.00020122489,"threshold_uncertainty_score":0.9998937},"labels":[],"label_agreement":null},{"id":"W2998965434","doi":"10.1016/j.brs.2020.01.007","title":"Treatment of Executive Function Deficits in autism spectrum disorder with repetitive transcranial magnetic stimulation: A double-blind, sham-controlled, pilot trial","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Research Canada; Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"Department of Psychiatry, University of Toronto; Campbell Family Mental Health Research Institute; National Institutes of Health; National Institute of Mental Health; Ontario Brain Institute; Hospital for Sick Children; Ontario Mental Health Foundation; Scottish Rite Charitable Foundation of Canada; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; Centre for Addiction and Mental Health; American Academy of Child and Adolescent Psychiatry; Campbell Institute; Temerty Family Foundation; University of Toronto","keywords":"Transcranial magnetic stimulation; Autism spectrum disorder; Double blind; Neuroscience; Medicine; Deep transcranial magnetic stimulation; Stimulation; Autism; Pilot trial; Physical medicine and rehabilitation; Brain stimulation; Audiology; Psychology; Randomized controlled trial; Psychiatry; Internal medicine; Placebo","score_opus":0.06255754781618801,"score_gpt":0.28757243089676027,"score_spread":0.22501488308057227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998965434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602478,0.000192349,0.023013197,0.0060309,0.0002889078,0.007495647,0.000055179,0.00019645352,0.0024795497],"genre_scores_gemma":[0.9985911,0.000021997985,0.0002974487,0.00022356407,0.00021308208,0.00038929124,0.000029801606,0.000055778608,0.00017790555],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965222,0.00034824872,0.0010075528,0.00096653536,0.00072935625,0.00042609012],"domain_scores_gemma":[0.9977568,0.0014048202,0.00034695538,0.0002752762,0.00007797213,0.00013821127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014603579,0.0004835322,0.00086964417,0.00032175984,0.00019456609,0.000058885835,0.000143554,0.00013311484,0.00030294826],"category_scores_gemma":[0.00025227971,0.00041655757,0.00018589583,0.0012433848,0.00021119871,0.00034014735,0.000019189085,0.00015670148,0.000029663932],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8191092,0.0013251097,0.0016117172,0.000037270787,0.00004665705,0.00003126526,0.004228583,0.14329287,0.017171929,0.010440976,0.000007704116,0.0026967304],"study_design_scores_gemma":[0.8112177,0.0379878,0.0709589,0.000059963906,0.00032991671,0.000009142942,0.00020942315,0.07656668,0.0006889796,0.0010367549,0.00032790654,0.0006068178],"about_ca_topic_score_codex":0.00020848673,"about_ca_topic_score_gemma":0.00030804565,"teacher_disagreement_score":0.06934718,"about_ca_system_score_codex":0.00012947353,"about_ca_system_score_gemma":0.00012300302,"threshold_uncertainty_score":0.99982864},"labels":[],"label_agreement":null},{"id":"W3000055184","doi":"10.1016/j.brs.2020.01.012","title":"Transcranial direct current stimulation of the mouse prefrontal cortex modulates serotonergic neural activity of the dorsal raphe nucleus","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Brain and Behavior Research Foundation","keywords":"Dorsal raphe nucleus; Serotonergic; Serotonergic cell groups; Neuroscience; Prefrontal cortex; Stimulation; Raphe nuclei; Dorsum; Transcranial direct-current stimulation; Nucleus; Psychology; Biology; Serotonin; Anatomy; Receptor","score_opus":0.03879343966524613,"score_gpt":0.2720063841663037,"score_spread":0.23321294450105756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000055184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247504,0.00011630633,0.0009490582,0.06717794,0.0018368054,0.0038304124,0.0009337006,0.00018956927,0.00021583041],"genre_scores_gemma":[0.98661405,0.000011055104,0.000047190017,0.012329743,0.00061277277,0.000055487908,0.00004291274,0.00010482286,0.00018194814],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9948261,0.0011449644,0.001005914,0.00095064926,0.0016177472,0.00045463775],"domain_scores_gemma":[0.99622494,0.0015942901,0.0010732258,0.00086796907,0.00018570008,0.000053897194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016630969,0.00065820746,0.000865208,0.00015208696,0.00041229048,0.000057149333,0.00090884336,0.00041266307,0.000090870046],"category_scores_gemma":[0.0008105947,0.0004567236,0.000732363,0.00094571523,0.00068911357,0.0002877131,0.00020035409,0.001268372,0.000006500182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073259464,0.0002287431,0.0017790751,0.00046767868,0.00006481486,0.000005513762,0.0015810982,0.17814891,0.8014018,0.000037291575,0.010725966,0.0048265043],"study_design_scores_gemma":[0.0047852793,0.00040789536,0.5289068,0.00024820233,0.00050407246,0.000007738601,0.00001124156,0.41384897,0.038764812,0.000462566,0.011142039,0.00091039814],"about_ca_topic_score_codex":0.00013205005,"about_ca_topic_score_gemma":0.000017937493,"teacher_disagreement_score":0.762637,"about_ca_system_score_codex":0.00010288064,"about_ca_system_score_gemma":0.00012292589,"threshold_uncertainty_score":0.99978846},"labels":[],"label_agreement":null},{"id":"W3000065028","doi":"10.1016/j.brs.2020.01.011","title":"Pulse width biases the balance of excitation and inhibition recruited by transcranial magnetic stimulation","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Canadian Institutes of Health Research; Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Wolfson Foundation","keywords":"Transcranial magnetic stimulation; Balance (ability); Pulse (music); Stimulation; Excitation; Medicine; Neuroscience; Nuclear magnetic resonance; Psychology; Physical medicine and rehabilitation; Physics; Optics","score_opus":0.06082814917897275,"score_gpt":0.28345360194589947,"score_spread":0.22262545276692672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000065028","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24679874,0.0009918218,0.015160648,0.7290229,0.00078337046,0.00485106,0.0012911607,0.00048084246,0.00061944226],"genre_scores_gemma":[0.86382234,0.00010434041,0.00037558354,0.1338641,0.00073587307,0.0000942968,0.00065894297,0.000088671375,0.00025583283],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99587667,0.00076293654,0.0009925142,0.000947275,0.0010324839,0.00038814885],"domain_scores_gemma":[0.9934584,0.0053261737,0.00057284976,0.00037664516,0.0001946745,0.000071240516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022693201,0.0005412119,0.00059368747,0.00025426896,0.00036173826,0.0001293314,0.00022320356,0.00044819328,0.00021976989],"category_scores_gemma":[0.0023635253,0.00047935738,0.0001547509,0.0008998546,0.0005083102,0.00035501286,0.00004469689,0.00075179763,0.000026449574],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006512665,0.00013702546,0.00041624016,0.0004966758,0.000031182426,0.000046037396,0.0024480019,0.00734083,0.6240059,0.00013691782,0.34526184,0.01902807],"study_design_scores_gemma":[0.022144245,0.005755791,0.14904489,0.0017573618,0.0014708324,0.00008531346,0.00018052815,0.5621738,0.013577903,0.021590922,0.21806902,0.004149389],"about_ca_topic_score_codex":0.00006569669,"about_ca_topic_score_gemma":0.0000059574154,"teacher_disagreement_score":0.6170236,"about_ca_system_score_codex":0.00005846752,"about_ca_system_score_gemma":0.000053747972,"threshold_uncertainty_score":0.9997658},"labels":[],"label_agreement":null},{"id":"W3004493719","doi":"10.1016/j.brs.2020.02.007","title":"Modeling transcranial electrical stimulation in the aging brain","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Janssen Research and Development; NIH Blueprint for Neuroscience Research; National Institute of Mental Health; National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; McDonnell Center for Systems Neuroscience; National Institutes of Health; Genentech; IXICO; McKnight Foundation; H. Lundbeck A/S; Servier; Eisai; Northern California Institute for Research and Education; Alzheimer's Association; Fujirebio US; DoD Alzheimer's Disease Neuroimaging Initiative; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Merck; Foundation for the National Institutes of Health; GE Healthcare; Alzheimer's Disease Neuroimaging Initiative; Johnson and Johnson; Meso Scale Diagnostics","keywords":"Neuroscience; Transcranial direct-current stimulation; Brain stimulation; Medicine; Stimulation; Psychology; Physical medicine and rehabilitation","score_opus":0.07746073467982974,"score_gpt":0.31043093300989255,"score_spread":0.23297019833006283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004493719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7262376,0.000053279473,0.23997323,0.031698547,0.00010091377,0.0009175693,0.000007750616,0.0002102514,0.0008008575],"genre_scores_gemma":[0.9879034,0.000004444409,0.0006212233,0.011071475,0.0003090096,0.000030776715,0.000009829792,0.000031763397,0.000018035638],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972252,0.00052074634,0.00056344084,0.0005982472,0.00070001447,0.00039232612],"domain_scores_gemma":[0.99722,0.002376338,0.00007085037,0.00020021258,0.00004924953,0.00008337346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004514692,0.00024631704,0.00025532796,0.0001565507,0.0002804736,0.00011249916,0.00031214315,0.0001020514,0.000072445626],"category_scores_gemma":[0.0024173628,0.00021226311,0.00010707918,0.0013076632,0.0000633394,0.00034320165,0.000023601016,0.00033418622,0.00005441542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020075684,0.00005984175,0.0011351642,0.000013431313,0.00000255445,0.000011821111,0.0056971875,0.85283023,0.13202958,0.0021825202,0.00019238926,0.005644547],"study_design_scores_gemma":[0.0023891984,0.000172066,0.032380912,0.000013812677,0.000015799753,0.000004899988,0.00007500596,0.96282953,0.00026081712,0.0011662743,0.00046033674,0.00023135486],"about_ca_topic_score_codex":0.000044548193,"about_ca_topic_score_gemma":0.000018629873,"teacher_disagreement_score":0.26166585,"about_ca_system_score_codex":0.00004772251,"about_ca_system_score_gemma":0.000039426202,"threshold_uncertainty_score":0.86558384},"labels":[],"label_agreement":null},{"id":"W3004863197","doi":"10.1016/j.brs.2020.02.003","title":"A new, open-source 3D-printed transcranial magnetic stimulation (TMS) coil tracker holder for double blind, sham-controlled neuronavigation studies","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of General Medical Sciences; U.S. Department of Veterans Affairs; National Aeronautics and Space Administration","keywords":"Transcranial magnetic stimulation; Neuronavigation; Electromagnetic coil; Neuromodulation; Stimulation; Phosphene; Medicine; Biomedical engineering; Neuroscience; Psychology; Physics; Magnetic resonance imaging; Radiology","score_opus":0.1324944910385522,"score_gpt":0.3565340735296173,"score_spread":0.2240395824910651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004863197","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026245855,0.0008312455,0.1821763,0.7533925,0.0034097293,0.031031435,0.0004725971,0.0015495843,0.0008907393],"genre_scores_gemma":[0.53463954,0.00008391331,0.009440725,0.42846066,0.008872758,0.003012251,0.0015133751,0.00083807955,0.013138722],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9914238,0.0007910832,0.002283458,0.0026630773,0.0017280517,0.001110523],"domain_scores_gemma":[0.9901548,0.0068901856,0.0010993656,0.0008952286,0.00069871615,0.00026172333],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00055562455,0.0014685876,0.0023043696,0.00059087743,0.0009587119,0.00083569926,0.0012803233,0.0009974435,0.00052266195],"category_scores_gemma":[0.0023499515,0.0014855341,0.00066937425,0.0012650274,0.00033890936,0.00095774635,0.00025800045,0.0015592485,0.00020469991],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07050495,0.00049227674,0.00014520659,0.0012528688,0.00056402205,0.00019362375,0.008548082,0.14905685,0.07966877,0.00049273507,0.65250033,0.03658026],"study_design_scores_gemma":[0.30814967,0.0037957812,0.00488115,0.0006406383,0.0027217881,0.000051552888,0.0001775607,0.34652123,0.0008988321,0.0044168583,0.32382888,0.003916061],"about_ca_topic_score_codex":0.00010759144,"about_ca_topic_score_gemma":0.00004645936,"teacher_disagreement_score":0.50839365,"about_ca_system_score_codex":0.00022081724,"about_ca_system_score_gemma":0.0003452908,"threshold_uncertainty_score":0.99980634},"labels":[],"label_agreement":null},{"id":"W3007765260","doi":"10.1016/j.brs.2020.02.021","title":"Depressive symptom trajectories associated with standard and accelerated rTMS","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Medical Research Council; Centre for Addiction and Mental Health Foundation; Canadian Institutes of Health Research; Weston Brain Institute; Ontario Mental Health Foundation; Indivior; Fondation Brain Canada; Brain and Behavior Research Foundation; National Institutes of Health; Health Research; Department of Psychiatry, Columbia University; Centre for Addiction and Mental Health","keywords":"Depressive symptoms; Psychology; Psychiatry; Anxiety","score_opus":0.05761181118695796,"score_gpt":0.28214506915374166,"score_spread":0.2245332579667837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007765260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98532796,0.00004481944,0.010640117,0.0024569735,0.000056053257,0.00046109615,0.000060829374,0.00029267947,0.0006594613],"genre_scores_gemma":[0.9984971,0.0000050932977,0.00019702352,0.0011363546,0.000055888857,0.000015263793,0.000011714949,0.000024427027,0.00005710444],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986873,0.00012800469,0.00021071029,0.00041229205,0.00036604094,0.00019561322],"domain_scores_gemma":[0.99843735,0.0011495735,0.00010798962,0.00009017852,0.00011317331,0.00010172407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006468221,0.0001751505,0.00022286878,0.000045728357,0.00023851829,0.00009964601,0.00007815766,0.00006395731,0.00007291467],"category_scores_gemma":[0.0020989978,0.00015104374,0.000023097895,0.00049459806,0.00014111803,0.00024555885,0.000027539218,0.00010535739,0.000007054587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033095737,0.00013342641,0.12845425,0.000073610485,0.00012016769,0.000072810595,0.022193963,0.079772495,0.749163,0.00328099,0.0013020731,0.012123684],"study_design_scores_gemma":[0.0067396457,0.0010089044,0.9148777,0.000059448703,0.000075689415,0.0000044545695,0.00015014326,0.061283976,0.014163028,0.00046761928,0.0007015164,0.0004678638],"about_ca_topic_score_codex":0.000008454937,"about_ca_topic_score_gemma":0.000008869127,"teacher_disagreement_score":0.78642344,"about_ca_system_score_codex":0.00003367382,"about_ca_system_score_gemma":0.000033015487,"threshold_uncertainty_score":0.6159385},"labels":[],"label_agreement":null},{"id":"W3007782174","doi":"10.1016/j.brs.2020.02.022","title":"Benzodiazepine use and response to repetitive transcranial magnetic stimulation in Major Depressive Disorder","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Transcranial magnetic stimulation; Deep transcranial magnetic stimulation; Neuroscience; Major depressive disorder; Stimulation; Medicine; Psychology; Cognition","score_opus":0.03607982853230809,"score_gpt":0.279308194493198,"score_spread":0.2432283659608899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007782174","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43620363,0.00017006979,0.009000568,0.5493295,0.0004094258,0.003872887,0.0005864269,0.00030330018,0.00012413258],"genre_scores_gemma":[0.7374388,0.00002135207,0.0013111276,0.2594154,0.0006860645,0.00019965823,0.00014577995,0.00014458588,0.00063726713],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9943661,0.0013144476,0.0009884995,0.0017401098,0.00093652727,0.00065427826],"domain_scores_gemma":[0.99095356,0.007939514,0.00026160787,0.0004951864,0.00017081367,0.000179343],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002648996,0.0007355374,0.00079773576,0.00079019554,0.00029259332,0.00027120177,0.00029021784,0.0005809244,0.00026661775],"category_scores_gemma":[0.007986798,0.0008104444,0.00014635232,0.0011305992,0.00023147499,0.0005259826,0.000120210454,0.0010833817,0.00009852259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029419906,0.00048360773,0.019242765,0.0008347756,0.000088649096,0.003693737,0.020681553,0.13912103,0.59381235,0.00027291026,0.17257953,0.019769212],"study_design_scores_gemma":[0.015348882,0.0021336614,0.7943481,0.000504654,0.00028420816,0.00003935117,0.000056519835,0.034135416,0.00065959286,0.0011565223,0.14916858,0.0021644745],"about_ca_topic_score_codex":0.00019827261,"about_ca_topic_score_gemma":0.00010931252,"teacher_disagreement_score":0.77510536,"about_ca_system_score_codex":0.00015244684,"about_ca_system_score_gemma":0.000119641,"threshold_uncertainty_score":0.99943465},"labels":[],"label_agreement":null},{"id":"W3008215359","doi":"10.1016/j.brs.2020.02.030","title":"Response to significant influence of static magnetic stimulation applied for 30 minutes over the human M1 on corticospinal excitability","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier Universitaire de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada","keywords":"Transcranial magnetic stimulation; Stimulation; Neuroscience; Physical medicine and rehabilitation; Medicine; Psychology","score_opus":0.054325508158013264,"score_gpt":0.3123604668782835,"score_spread":0.25803495872027027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008215359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80232626,0.000011545423,0.0070553226,0.18407579,0.00017730078,0.0057239523,0.00039649563,0.00015338266,0.000079920734],"genre_scores_gemma":[0.8227731,7.155863e-7,0.00058622105,0.17561935,0.0003116074,0.00041473264,0.00006208164,0.000078676676,0.0001534919],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99510187,0.00070976885,0.0012262564,0.0011961844,0.0012472672,0.0005186543],"domain_scores_gemma":[0.9838269,0.01440445,0.000590277,0.00080620765,0.00026842012,0.00010375684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058713474,0.0005806742,0.0007005799,0.0002939524,0.00044093103,0.000108600456,0.0005405723,0.00029060178,0.00017965042],"category_scores_gemma":[0.0065006563,0.00049728807,0.00019842436,0.00068962,0.00042044857,0.00010687403,0.0000931929,0.0005869867,0.000063985484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038725124,0.00014046494,0.00025982704,0.00043096434,0.000024432898,0.000017083725,0.0017645916,0.30410585,0.64746773,0.00045112867,0.04003562,0.0014297934],"study_design_scores_gemma":[0.0040582754,0.0039056328,0.921932,0.00020756136,0.00023686516,0.0000015082975,0.00003696222,0.03092475,0.0016852985,0.006012372,0.030025164,0.0009736394],"about_ca_topic_score_codex":0.000030729705,"about_ca_topic_score_gemma":0.000002586928,"teacher_disagreement_score":0.92167217,"about_ca_system_score_codex":0.00015594873,"about_ca_system_score_gemma":0.00012333662,"threshold_uncertainty_score":0.9997479},"labels":[],"label_agreement":null},{"id":"W3009710440","doi":"10.1016/j.brs.2020.02.018","title":"Treatment-emergent mania with psychosis in bipolar depression with left intermittent theta-burst rTMS","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network; Centre for Addiction and Mental Health","funders":"Temerty Family Foundation","keywords":"Mania; Psychosis; Bipolar disorder; Depression (economics); Psychology; Psychiatry; Audiology; Medicine; Mood","score_opus":0.04600484021289877,"score_gpt":0.28336496509732145,"score_spread":0.23736012488442268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009710440","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14153929,0.0009447098,0.010125022,0.83667505,0.0010811696,0.0062068705,0.0003346423,0.0008319803,0.0022612812],"genre_scores_gemma":[0.87857676,0.00011530206,0.00068603066,0.117898636,0.00078736525,0.00020162862,0.00018875467,0.00019305959,0.0013524842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623305,0.00034782794,0.00060508284,0.0013746117,0.00090426457,0.00053513737],"domain_scores_gemma":[0.9981636,0.0007341028,0.00034655142,0.0005843522,0.00007190196,0.000099531004],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000059136753,0.0007521576,0.0006960785,0.00039476927,0.00022455261,0.00010945057,0.0003286044,0.0003141134,0.0002261174],"category_scores_gemma":[0.000121225865,0.0005288425,0.00014420455,0.00055595353,0.00018223336,0.0002204135,0.00005599487,0.0006827223,0.00009347627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010183463,0.0019896573,0.300716,0.0011458155,0.00080214144,0.006404629,0.0150302285,0.09033866,0.07140898,0.000120770594,0.35599396,0.1458657],"study_design_scores_gemma":[0.0123223625,0.0038410062,0.24624507,0.0007800687,0.0005393315,0.00015221805,0.000110277906,0.025776992,0.0013524962,0.00021071694,0.70658916,0.0020802848],"about_ca_topic_score_codex":0.00017213363,"about_ca_topic_score_gemma":0.00016014169,"teacher_disagreement_score":0.7370374,"about_ca_system_score_codex":0.00021355531,"about_ca_system_score_gemma":0.000053589247,"threshold_uncertainty_score":0.99971634},"labels":[],"label_agreement":null},{"id":"W3010852673","doi":"10.1016/j.brs.2020.03.006","title":"Tract-based analysis of target engagement by subcallosal cingulate deep brain stimulation for treatment resistant depression","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Alberta Children's Hospital; University of Calgary","funders":"National Institute of General Medical Sciences; Natural Sciences and Engineering Research Council of Canada; Fondation pour la Recherche Médicale; Alberta Innovates; Alberta Innovates - Health Solutions; European College of Neuropsychopharmacology; National Institutes of Health; National Science Foundation","keywords":"Deep brain stimulation; Depression (economics); Stimulation; Brain stimulation; Treatment-resistant depression; Neuroscience; Medicine; Psychology; Internal medicine; Major depressive disorder; Cognition","score_opus":0.03858204088627681,"score_gpt":0.31676954764912396,"score_spread":0.27818750676284715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010852673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8921552,0.00017430508,0.1009231,0.0049753278,0.000022884029,0.0014257879,0.00014368343,0.00008000129,0.00009971884],"genre_scores_gemma":[0.99073815,0.000003835253,0.004451111,0.0020902595,0.000032484837,0.00006851803,0.0025273063,0.000025796444,0.00006256122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99838316,0.00014197579,0.00047584722,0.00046364556,0.0003180447,0.00021731241],"domain_scores_gemma":[0.9985756,0.00074103184,0.00022860928,0.00020580078,0.00008985292,0.00015909073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017518297,0.00022624043,0.0005304419,0.00016756856,0.000113370064,0.000015679247,0.000049729362,0.000115948096,0.00016038463],"category_scores_gemma":[0.00035009175,0.0001781831,0.00031098968,0.00050657976,0.000027278425,0.000065029184,0.000013553467,0.00005582566,0.0000029017806],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010914049,0.0033648591,0.34276348,0.00018881538,0.0018220531,0.000038547805,0.00082571665,0.4864346,0.12582798,0.00012832528,0.0025890511,0.0251025],"study_design_scores_gemma":[0.007390038,0.0024486417,0.33062682,0.000014772285,0.0014390412,1.0251525e-7,0.000019096424,0.65321165,0.003507199,0.0002009395,0.0010052695,0.00013642457],"about_ca_topic_score_codex":0.00003319264,"about_ca_topic_score_gemma":0.0000097483535,"teacher_disagreement_score":0.16677706,"about_ca_system_score_codex":0.0000880521,"about_ca_system_score_gemma":0.000036943256,"threshold_uncertainty_score":0.7266095},"labels":[],"label_agreement":null},{"id":"W3011568617","doi":"10.1016/j.brs.2020.03.005","title":"Neurovascular coupling during deep brain stimulation","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Parkinson Society Canada; Alberta Innovates - Health Solutions","keywords":"Orthodromic; Neuroscience; Functional magnetic resonance imaging; Antidromic; Neocortex; Stimulation; Motor cortex; Electrophysiology; Deep brain stimulation; Chemistry; Psychology; Medicine; Internal medicine","score_opus":0.028865039280014652,"score_gpt":0.27841580857757753,"score_spread":0.24955076929756287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011568617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97861266,0.000106901345,0.009285045,0.010904786,0.000052618823,0.00057975453,0.0000022164043,0.00020565868,0.0002503302],"genre_scores_gemma":[0.9922709,0.00000573781,0.00045205693,0.0069017974,0.00014761358,0.000011261194,0.000100498306,0.000030502944,0.000079674515],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99884206,0.000034926798,0.0002495139,0.0003812286,0.00028443863,0.0002078337],"domain_scores_gemma":[0.999366,0.00017489553,0.000072395516,0.00017195601,0.00004813463,0.00016662724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007169669,0.00016405528,0.00022700836,0.000055507044,0.00012600665,0.000025685717,0.000046450565,0.000088060515,0.00016253276],"category_scores_gemma":[0.0005802206,0.00014859298,0.00012063677,0.0002525018,0.000022478329,0.000118827826,0.000034752393,0.00014264073,0.00008781675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014435593,0.00046037073,0.2873157,0.00023438944,0.00015679415,0.00036794745,0.0006755332,0.6253406,0.072528385,0.00025052976,0.0008110333,0.010415143],"study_design_scores_gemma":[0.0034637786,0.00034245203,0.53881764,0.000014061968,0.00006114325,0.0000042360866,0.000012702316,0.45623696,0.00037886252,0.0003274614,0.00022869576,0.00011199902],"about_ca_topic_score_codex":0.0000067625538,"about_ca_topic_score_gemma":0.0000013313453,"teacher_disagreement_score":0.25150195,"about_ca_system_score_codex":0.000028133394,"about_ca_system_score_gemma":0.000014637042,"threshold_uncertainty_score":0.6059446},"labels":[],"label_agreement":null},{"id":"W3017557844","doi":"10.1016/j.brs.2020.04.012","title":"Brain-derived neurotrophic factor (BDNF) polymorphism may influence the efficacy of tACS to modulate neural oscillations","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Brain-derived neurotrophic factor; Neuroscience; Neurotrophic factors; Neurotrophin; Neural system; Medicine; Psychology; Internal medicine; Receptor","score_opus":0.06293709926878183,"score_gpt":0.3013231882697254,"score_spread":0.23838608900094355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017557844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93847847,0.000021765163,0.006576209,0.053052373,0.00020515625,0.0012350653,0.0000700809,0.0002046102,0.00015625995],"genre_scores_gemma":[0.9850503,0.0000025287973,0.00040326803,0.01427709,0.00013133688,0.000024056148,0.000004501514,0.000042443095,0.000064450636],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974074,0.0003250165,0.00062353467,0.0006361354,0.0006517722,0.00035617867],"domain_scores_gemma":[0.99591255,0.0030769352,0.00023306462,0.00043486565,0.00014784298,0.00019471526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001002901,0.00029515036,0.00032766926,0.00013960141,0.00038315327,0.0000771745,0.00042790256,0.00007766548,0.00011551219],"category_scores_gemma":[0.0065084137,0.0002461831,0.0001357431,0.0012101997,0.00023860928,0.00026723032,0.00014146861,0.00020586341,0.0000990152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014913177,0.000023652214,0.0017725755,0.000009998711,0.0000046751825,0.0000026793393,0.0016987185,0.4098703,0.58490384,0.00042196416,0.000114176284,0.0010282923],"study_design_scores_gemma":[0.0015148673,0.00029898557,0.8427102,0.000015636724,0.00002137258,0.0000037528193,0.000015825437,0.14861593,0.0056103594,0.00013572,0.00080657593,0.00025079816],"about_ca_topic_score_codex":0.000047192207,"about_ca_topic_score_gemma":0.0000041116414,"teacher_disagreement_score":0.8409376,"about_ca_system_score_codex":0.000027139353,"about_ca_system_score_gemma":0.000045234716,"threshold_uncertainty_score":0.99999905},"labels":[],"label_agreement":null},{"id":"W3023434658","doi":"10.1016/j.brs.2020.04.020","title":"Treating the brain at the speed of sound","year":2020,"lang":"en","type":"editorial","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Focused ultrasound; Intensive care medicine; Public health; Ultrasound; Neuroscience; Psychology; Pathology; Radiology","score_opus":0.013051879376898478,"score_gpt":0.2520448435905699,"score_spread":0.23899296421367142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023434658","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07130856,0.0031022152,0.018773956,0.017266147,0.8459956,0.004745735,0.0019321963,0.0016990441,0.03517656],"genre_scores_gemma":[0.29673097,0.000035698416,0.00021508096,0.0002516971,0.6965326,0.000073198,0.0019788928,0.00018438262,0.0039974796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893594,0.000057472767,0.00030822027,0.00018575403,0.00036182962,0.00015081186],"domain_scores_gemma":[0.99446046,0.0049496386,0.00012027943,0.00037289303,0.00006512913,0.000031601718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022315497,0.00020057803,0.00021749549,0.000030761985,0.00020551101,0.00005198109,0.00026790678,0.00025963283,0.00010611396],"category_scores_gemma":[0.0007847854,0.00012890938,0.00011414005,0.00020867796,0.00007229382,0.000044135566,0.00003974633,0.0003505148,0.000067963134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008278806,0.000005574229,0.000037233025,0.000050735922,0.000059149494,2.1601305e-7,0.0008006399,0.052997522,0.003436944,0.000111477704,0.9410415,0.0014507173],"study_design_scores_gemma":[0.0002956034,0.00001791426,0.00044920723,0.000029658862,0.00006939739,7.365074e-7,0.000058015918,0.03226857,0.00011176117,0.00063627376,0.9658903,0.00017256373],"about_ca_topic_score_codex":0.000033735316,"about_ca_topic_score_gemma":0.000084048384,"teacher_disagreement_score":0.22542241,"about_ca_system_score_codex":0.000089665344,"about_ca_system_score_gemma":0.000037282556,"threshold_uncertainty_score":0.5256772},"labels":[],"label_agreement":null},{"id":"W3025280642","doi":"10.1016/j.brs.2020.05.010","title":"Guidelines for TMS/tES clinical services and research through the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; European Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institute of Mental Health; Sanofi Genzyme; Horizon 2020 Framework Programme; National Institutes of Health; Engineering and Physical Sciences Research Council; National Key Basic Research Program For Youth; H. Lundbeck A/S; Lundbeckfonden; Centro de Ciências Matemáticas Aplicadas à Indústria; Austrian Science Fund; National Natural Science Foundation of China; National Health and Medical Research Council; Universidade de São Paulo; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Multiple Sclerosis Society; Campbell Family Institute for Breast Cancer Research; Biotechnology and Biological Sciences Research Council; Lourie Foundation; Wellcome Trust; BrainsWay; Fundação para a Ciência e a Tecnologia; Fundo Regional para a Ciência e Tecnologia; National Alliance for Research on Schizophrenia and Depression; Division of Mathematical Sciences; European Commission; Fondation Brain Canada; University of Kentucky; GlaxoSmithKline Australia; Indivior; Sanofi; Brain and Behavior Research Foundation; Foundation for the National Institutes of Health; Boston Scientific Corporation; Centre for Addiction and Mental Health Foundation; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Virology; Internal medicine; Infectious disease (medical specialty)","score_opus":0.7169619391046254,"score_gpt":0.5703513166348804,"score_spread":0.146610622469745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025280642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6159317,0.0006698349,0.056542967,0.32318395,0.0003153044,0.0024375147,0.00008103444,0.000349843,0.00048783713],"genre_scores_gemma":[0.949098,0.00011061695,0.00212222,0.0479263,0.0005467651,0.000058620517,0.0000060055986,0.000018565705,0.00011292353],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977398,0.000498663,0.00053915055,0.00053301465,0.00044282412,0.00024656675],"domain_scores_gemma":[0.98376906,0.015498068,0.000101782774,0.00019282899,0.0003070714,0.00013119257],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012799959,0.0001306228,0.00019861471,0.000036358026,0.0006991286,0.000100381236,0.00024310981,0.000088239365,0.00003688153],"category_scores_gemma":[0.024047107,0.00009330238,0.000065245666,0.00041104006,0.00036479207,0.00018132699,0.00010941171,0.00017558582,0.000023260029],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054916297,0.00031088735,0.23527245,0.0013857388,0.00010331129,0.000016451359,0.050808612,0.14463115,0.2755941,0.051666584,0.15274505,0.08197406],"study_design_scores_gemma":[0.0056289597,0.0006470446,0.12096887,0.000028646977,0.000048482405,0.000010743716,0.00094641076,0.32764918,0.00012422266,0.03356232,0.5100385,0.00034659868],"about_ca_topic_score_codex":0.0000743818,"about_ca_topic_score_gemma":0.00003335733,"teacher_disagreement_score":0.35729346,"about_ca_system_score_codex":0.000017616172,"about_ca_system_score_gemma":0.000062556246,"threshold_uncertainty_score":0.9841738},"labels":[],"label_agreement":null},{"id":"W3033031404","doi":"10.1016/j.brs.2020.06.004","title":"Long-term update of the effect of spinal cord stimulation in advanced Parkinson’s disease patients","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"Allergan; Merz Pharmaceuticals; AbbVie Canada; Boston Scientific Corporation; Ipsen; Novartis; Teva Pharmaceutical Industries; AbbVie; Medtronic","keywords":"Medicine; Parkinson's disease; Gait; Deep brain stimulation; Spinal cord stimulation; Physical medicine and rehabilitation; Spinal cord; Cohort; Dopaminergic; Disease; Physical therapy; Internal medicine; Dopamine","score_opus":0.014270261494706688,"score_gpt":0.2895565571188144,"score_spread":0.2752862956241077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033031404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802496,0.00019013755,0.00023196104,0.018392762,0.00032475378,0.0025117497,0.0002644372,0.000032558317,0.00002669264],"genre_scores_gemma":[0.97878253,0.000010168288,0.00010407426,0.017993087,0.00022790674,0.0000729914,0.0026881667,0.000058852802,0.00006222619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975981,0.00028214054,0.00060368376,0.0005105936,0.00075216655,0.00025331322],"domain_scores_gemma":[0.99843967,0.00019024937,0.0006266494,0.00050629745,0.00011871336,0.00011843425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010149462,0.00038376212,0.0006871163,0.00020787436,0.000047476522,0.000010030221,0.00015340855,0.00023505693,0.000059016176],"category_scores_gemma":[0.0003649876,0.00028588355,0.0003005329,0.00033573256,0.0000611524,0.000105997286,0.00007661528,0.00040143594,0.000012575329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008180848,0.00019426645,0.9605278,0.0014851517,0.00012081777,0.00016011222,0.00001916465,0.0009471453,0.00010506081,0.0000028811826,0.0053938115,0.022862956],"study_design_scores_gemma":[0.0072888434,0.0017877154,0.98154026,0.00119411,0.00056510686,8.1008926e-7,4.4283237e-7,0.0025646626,0.0002775452,0.00008542571,0.004496917,0.00019815973],"about_ca_topic_score_codex":0.000013851347,"about_ca_topic_score_gemma":0.0000030001295,"teacher_disagreement_score":0.022664797,"about_ca_system_score_codex":0.00019295697,"about_ca_system_score_gemma":0.00010930308,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W3035092608","doi":"10.1016/j.brs.2020.06.010","title":"Lack of clinical response to deep brain stimulation of the medial forebrain bundle in depression","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Ontario Brain Institute; Sunnybrook Health Science Centre","funders":"","keywords":"Deep brain stimulation; Medial forebrain bundle; Ventral striatum; Treatment-resistant depression; Anterior cingulate cortex; Depression (economics); Medicine; Major depressive disorder; Internal capsule; Psychosurgery; Psychology; Internal medicine; Psychiatry; Striatum; Amygdala; Magnetic resonance imaging","score_opus":0.09577824747227834,"score_gpt":0.3951592293385419,"score_spread":0.2993809818662636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035092608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5537452,0.00003550907,0.00055850105,0.44371185,0.00022900089,0.001519777,0.000042934145,0.000025440762,0.00013176308],"genre_scores_gemma":[0.7058921,0.0000021786689,0.00046488273,0.29271165,0.00040501571,0.000024315832,0.0002539411,0.000037269634,0.00020862992],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99619156,0.0010534924,0.0012303775,0.000562913,0.00070617173,0.00025548373],"domain_scores_gemma":[0.99449766,0.0042213197,0.00055828836,0.0005117088,0.0001096478,0.000101405545],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007200797,0.00028528186,0.00087732676,0.00020801876,0.000042664906,0.000008166164,0.0001988547,0.0007016739,0.0001076925],"category_scores_gemma":[0.008896044,0.00019792428,0.0003343113,0.00050445425,0.0001176132,0.000056249824,0.00014482786,0.0008540766,0.00001532465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021510158,0.0010885879,0.43467328,0.0004446588,0.00014044787,0.00022701606,0.00086224504,0.010292906,0.0042364635,0.00002195729,0.5118223,0.014680012],"study_design_scores_gemma":[0.007878139,0.002273774,0.9507621,0.00039160147,0.00014963976,0.000002933804,0.00001251647,0.017017838,0.00021973278,0.0029188418,0.018134903,0.00023796016],"about_ca_topic_score_codex":0.00003547972,"about_ca_topic_score_gemma":0.000035027086,"teacher_disagreement_score":0.51608884,"about_ca_system_score_codex":0.00005155001,"about_ca_system_score_gemma":0.00014079553,"threshold_uncertainty_score":0.9994525},"labels":[],"label_agreement":null},{"id":"W3035898485","doi":"10.1016/j.brs.2020.06.013","title":"The role of low-frequency repetitive transcranial magnetic stimulation in major depression: A call to increase the evidence base","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Centre for Addiction and Mental Health; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Centre Hospitalier de l’Université de Montréal","funders":"Division of Antarctic Sciences; Montreal Neurological Institute and Hospital; H. Lundbeck A/S; Ontario Mental Health Foundation; Vancouver Coastal Health Research Institute; Centre for Addiction and Mental Health; National Alliance for Research on Schizophrenia and Depression; BrainsWay; Janssen Pharmaceuticals; Campbell Institute; Michael Smith Health Research BC; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; National Institutes of Health; Family Care Foundation; Klarman Family Foundation; National Institute of Mental Health; Ontario Brain Institute; Brain and Behavior Research Foundation","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Tolerability; Major depressive disorder; Deep transcranial magnetic stimulation; Depression (economics); Psychology; Mood; Anxiety; Neuromodulation; Psychiatry; Neuroscience; Stimulation; Medicine; Psychotherapist; Clinical psychology; Prefrontal cortex; Internal medicine; Cognition; Adverse effect","score_opus":0.030350306200776,"score_gpt":0.2789330086291642,"score_spread":0.2485827024283882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035898485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767369,0.00074578734,0.006171305,0.012836595,0.00013516688,0.002288892,0.00004235276,0.000103552185,0.000939437],"genre_scores_gemma":[0.99738616,0.000024746674,0.0005431712,0.0017083867,0.00013502415,0.00011571407,0.0000029969815,0.00002889988,0.000054907072],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968289,0.0006993831,0.0007436668,0.00064458366,0.00073930225,0.00034413373],"domain_scores_gemma":[0.9928412,0.0062175314,0.0001829306,0.00043495875,0.0001668137,0.00015657586],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00055823673,0.0002570989,0.00027586165,0.000105045176,0.00037121365,0.00007327121,0.00046042044,0.00008712798,0.00012687629],"category_scores_gemma":[0.008892512,0.00018004476,0.00010594934,0.0011402867,0.0002254151,0.00029508755,0.00008258913,0.00023115918,0.00004563493],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021512902,0.00010394164,0.020430159,0.000050190996,0.0000056762033,0.000016763828,0.006414257,0.085108876,0.8617685,0.0016461331,0.000108014094,0.0221962],"study_design_scores_gemma":[0.0035219088,0.00082269654,0.74169105,0.000345096,0.000070565184,0.0000069363573,0.0003167616,0.23491934,0.014156828,0.0031776063,0.0005352907,0.00043593504],"about_ca_topic_score_codex":0.00035807365,"about_ca_topic_score_gemma":0.00021261245,"teacher_disagreement_score":0.84761167,"about_ca_system_score_codex":0.000054196833,"about_ca_system_score_gemma":0.00008804252,"threshold_uncertainty_score":0.999456},"labels":[],"label_agreement":null},{"id":"W3037118634","doi":"10.1016/j.brs.2020.06.016","title":"The benefits and costs of changing treatment technique in electroconvulsive therapy due to insufficient improvement of a major depressive episode","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Janssen Pharmaceuticals; National Institutes of Health; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Sunovion; Patient-Centered Outcomes Research Institute; Wyeth; Merck; Fondation Brain Canada; Wake Forest University; National Institute of Mental Health; Wyeth Pharmaceuticals; Pfizer; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Electroconvulsive therapy; Psychology; Medicine; Psychiatry; Psychotherapist; Intensive care medicine; Schizophrenia (object-oriented programming)","score_opus":0.01745879744898091,"score_gpt":0.28468604668929204,"score_spread":0.2672272492403111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037118634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854483,0.0027552852,0.002780628,0.0057584927,0.000009905801,0.0031950297,0.000007247988,0.000018845589,0.000026268319],"genre_scores_gemma":[0.9982985,0.00026445178,0.00026613649,0.00069872674,0.000030837877,0.00040862607,0.00000620789,0.000017393964,0.000009091661],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990099,0.00004840165,0.00031578043,0.00022619632,0.00017075337,0.00022895401],"domain_scores_gemma":[0.99920046,0.00027982664,0.00016336975,0.00013937817,0.00015623785,0.000060698447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017491927,0.00015068895,0.00032913973,0.000148808,0.00006948123,0.0000052690516,0.000053242595,0.00004275483,0.0000023163327],"category_scores_gemma":[0.00015871563,0.00010529125,0.000044005465,0.0003977975,0.000044059165,0.000028658993,0.000035919453,0.0000674408,4.2772515e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014722471,0.00016180944,0.0094408505,0.000028117978,0.0001204354,0.0000048787133,0.004295255,0.00051858526,0.844836,0.00051910075,0.000010061606,0.13859265],"study_design_scores_gemma":[0.0041435664,0.0073419954,0.043635774,0.00019900379,0.000029996383,0.0000064000637,0.00040221377,0.0018657205,0.942119,0.00007477428,0.00006190503,0.0001196234],"about_ca_topic_score_codex":0.00009626459,"about_ca_topic_score_gemma":0.00008880222,"teacher_disagreement_score":0.13847303,"about_ca_system_score_codex":0.00016130845,"about_ca_system_score_gemma":0.000040014107,"threshold_uncertainty_score":0.42936525},"labels":[],"label_agreement":null},{"id":"W3042754439","doi":"10.1016/j.brs.2020.07.005","title":"Phase-dependent transcranial magnetic stimulation of the lesioned hemisphere is accurate after stroke","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Bristol-Myers Squibb Canada; National Cancer Institute; European Research Council; U.S. Department of Health and Human Services; National Institutes of Health; Bundesministerium für Bildung und Frauen; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Transcranial magnetic stimulation; Stroke (engine); Neuroscience; Stimulation; Physical medicine and rehabilitation; Medicine; Brain stimulation; Psychology; Physics","score_opus":0.043682897476517664,"score_gpt":0.291598889836718,"score_spread":0.24791599236020034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042754439","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19763696,0.0005480618,0.013148244,0.7753088,0.0024102982,0.0058037215,0.0030388976,0.000554859,0.0015501939],"genre_scores_gemma":[0.79021645,0.000018685052,0.00022711541,0.2059098,0.0010894447,0.00009631957,0.000058331672,0.00012700896,0.0022568665],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943519,0.00063185033,0.0012948386,0.0012497931,0.0018976404,0.0005739838],"domain_scores_gemma":[0.99641603,0.0017396173,0.00067498,0.0008450353,0.00022500665,0.000099322875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015418393,0.0007665064,0.0008191178,0.00017768565,0.00034292098,0.00012623862,0.000729466,0.000686532,0.0021159458],"category_scores_gemma":[0.00074972096,0.0006451131,0.00053658755,0.0007317024,0.00036952097,0.0002731651,0.00013324036,0.0012422627,0.00013332385],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027744363,0.0005512446,0.00049408124,0.0008680853,0.000099731675,0.0001930081,0.0036610854,0.018278774,0.6904383,0.000043204134,0.26817325,0.014424868],"study_design_scores_gemma":[0.07273137,0.0060611046,0.057420775,0.001507447,0.0031422237,0.000089613015,0.00016038997,0.30535164,0.08179328,0.0052315546,0.46029264,0.006217968],"about_ca_topic_score_codex":0.00003567803,"about_ca_topic_score_gemma":0.000008924889,"teacher_disagreement_score":0.60864496,"about_ca_system_score_codex":0.000105199,"about_ca_system_score_gemma":0.00015201479,"threshold_uncertainty_score":0.9996},"labels":[],"label_agreement":null},{"id":"W3045644662","doi":"10.1016/j.brs.2020.07.017","title":"The ansa subthalamica as a substrate for DBS-induced manic symptoms","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Hypomania; Deep brain stimulation; Mania; Medicine; Depression (economics); Pedunculopontine nucleus; Psychology; Internal medicine; Psychiatry; Bipolar disorder; Lithium (medication)","score_opus":0.043844063562088455,"score_gpt":0.30557766741577386,"score_spread":0.2617336038536854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045644662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752585,0.00005943021,0.0003897546,0.022316692,0.00004809382,0.0008502566,0.0000045682445,0.00006983191,0.0010028259],"genre_scores_gemma":[0.9943134,0.0000059504246,0.000057119854,0.0051760506,0.000073203475,0.000043795535,0.000056120465,0.000014277394,0.0002600527],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99935746,0.00002641859,0.0001404945,0.00020039799,0.000116429765,0.00015879078],"domain_scores_gemma":[0.9994438,0.00027863658,0.000047439695,0.00011525485,0.00003454707,0.000080281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005644229,0.00009523057,0.00011929536,0.0000120844725,0.00012940157,0.000024024186,0.00004715339,0.000055945704,0.00003617175],"category_scores_gemma":[0.00021534158,0.000060446862,0.00007755523,0.000097997945,0.000019751418,0.00003536427,0.00001082641,0.00006628348,0.000058052276],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01944668,0.002311252,0.25201923,0.0005140294,0.0014715391,0.0004818371,0.0027304664,0.0027429764,0.28105637,0.061904185,0.021336718,0.35398474],"study_design_scores_gemma":[0.014209529,0.006757205,0.84679574,0.000035046756,0.00029361018,0.000014389537,0.00009641748,0.09318526,0.0030438073,0.027620312,0.007601941,0.00034672068],"about_ca_topic_score_codex":0.000007415149,"about_ca_topic_score_gemma":0.0000036804981,"teacher_disagreement_score":0.5947766,"about_ca_system_score_codex":0.000013076454,"about_ca_system_score_gemma":0.000021239846,"threshold_uncertainty_score":0.24649516},"labels":[],"label_agreement":null},{"id":"W3046766847","doi":"10.1016/j.brs.2020.07.018","title":"Large-scale analysis of interindividual variability in theta-burst stimulation data: Results from the ‘Big TMS Data Collaboration’","year":2020,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Defense Advanced Research Projects Agency; BrainsWay; National Science Foundation; National Institutes of Health; LivaNova; Australian Research Council; Sidney R. Baer, Jr. Foundation","keywords":"Scale (ratio); Psychology; Neuroscience; Cartography; Geography","score_opus":0.22897739874817646,"score_gpt":0.40224270412402585,"score_spread":0.1732653053758494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046766847","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00334177,0.52618974,0.10653535,0.00472603,0.0026781016,0.011845128,0.3431067,0.0005252982,0.0010518748],"genre_scores_gemma":[0.44545898,0.4503411,0.0028398186,0.00053016836,0.0011960152,0.0001494732,0.09916562,0.00019617353,0.00012265927],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99074244,0.0029824595,0.0025411504,0.0022934922,0.0010777964,0.00036263888],"domain_scores_gemma":[0.97318715,0.020934967,0.0014294771,0.0041698394,0.0001872183,0.00009134922],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033085227,0.0005982304,0.0022200295,0.00045960437,0.00024287408,0.00020330874,0.0025858597,0.00034401607,0.000104293096],"category_scores_gemma":[0.019348884,0.00046570876,0.0002614495,0.0060002995,0.0002357313,0.0006505718,0.001467688,0.00049950904,0.000031083644],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094091677,0.000982812,0.0019850356,0.0015052718,0.001890722,0.000019913234,0.010263912,0.18540417,0.00016202926,0.0005836136,0.002750816,0.7935108],"study_design_scores_gemma":[0.0017078872,0.000061573264,0.02087869,0.0006560651,0.005024228,5.6137964e-7,0.00013534167,0.5756758,9.4521494e-7,0.00022133836,0.39516312,0.00047447006],"about_ca_topic_score_codex":0.0003004096,"about_ca_topic_score_gemma":0.0014046374,"teacher_disagreement_score":0.79303634,"about_ca_system_score_codex":0.00014484691,"about_ca_system_score_gemma":0.00040880835,"threshold_uncertainty_score":0.99977946},"labels":[],"label_agreement":null},{"id":"W3089663612","doi":"10.1016/j.brs.2020.09.012","title":"MEP-ART: A system for real-time feedback and analysis of transcranial magnetic stimulation motor evoked potentials","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs; U.S. Department of Defense","keywords":"Transcranial magnetic stimulation; Electromyography; Neuroscience; Physical medicine and rehabilitation; Psychology; Stimulation; Motor cortex; Functional electrical stimulation; Primary motor cortex; Scopus; Medicine; Chemistry; MEDLINE","score_opus":0.029362448996972598,"score_gpt":0.26685843715236995,"score_spread":0.23749598815539735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089663612","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21315408,0.00073982787,0.23368907,0.49496046,0.0030407857,0.029396193,0.017546663,0.0030231322,0.0044497824],"genre_scores_gemma":[0.9607071,0.000043205775,0.003853926,0.02914727,0.0014887092,0.0002892511,0.0016495395,0.00023307269,0.0025879173],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9947602,0.0005997672,0.0015510372,0.0014252593,0.0011193729,0.00054436823],"domain_scores_gemma":[0.99360657,0.004572887,0.00080804277,0.00054035423,0.0003398858,0.00013227569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003289234,0.00071668084,0.0017430615,0.0010602081,0.0003079267,0.00014271897,0.00034198767,0.0006655043,0.000285147],"category_scores_gemma":[0.0009971604,0.00075843977,0.00069325516,0.0016367427,0.00027879924,0.00023999787,0.00005522985,0.00039077594,0.000057020286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020908404,0.000112879396,0.0002789922,0.002251175,0.0008178147,0.00006384947,0.0013179545,0.045130476,0.8749727,0.00026690247,0.06973168,0.0029647371],"study_design_scores_gemma":[0.007452657,0.0015045485,0.047585376,0.00026722826,0.009741853,0.000009328334,0.000029486755,0.91589224,0.00088088954,0.00047521267,0.014875937,0.0012852607],"about_ca_topic_score_codex":0.00005565281,"about_ca_topic_score_gemma":0.000005668497,"teacher_disagreement_score":0.8740918,"about_ca_system_score_codex":0.00011785482,"about_ca_system_score_gemma":0.00008018517,"threshold_uncertainty_score":0.9994867},"labels":[],"label_agreement":null},{"id":"W3091598382","doi":"10.1016/j.brs.2020.09.014","title":"Letter to editor in response to De vloo et al.: Open fracture of DBS leads with normal electrical impedance","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"Luonnontieteiden ja Tekniikan Tutkimuksen Toimikunta; Natural Sciences and Engineering Research Council of Canada; Dystonia Medical Research Foundation Canada","keywords":"Deep brain stimulation; Medicine; Dystonia; Crutch; Dyskinesia; Physical medicine and rehabilitation; Pallidotomy; Parkinson's disease; Internal medicine; Disease; Psychiatry; Structural engineering","score_opus":0.017591692047293696,"score_gpt":0.31627134921589767,"score_spread":0.29867965716860395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091598382","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09190116,0.000014534557,0.0012288496,0.9051597,0.00011378348,0.0013976742,0.00002556214,0.000024418805,0.00013431415],"genre_scores_gemma":[0.18557896,0.0000011073929,0.001417075,0.8108141,0.0014919866,0.00007610996,0.00015642968,0.000037274574,0.00042698337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823606,0.00029320148,0.0002784915,0.0004821771,0.00039483595,0.0003152419],"domain_scores_gemma":[0.998823,0.0006361345,0.00010115312,0.00025995504,0.00006055311,0.00011923861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020088663,0.0002492775,0.0004815766,0.00017497827,0.000026177095,0.000030147155,0.00018398724,0.0002959291,0.00006274803],"category_scores_gemma":[0.00062612636,0.0001875287,0.000059772534,0.00039043327,0.000020709234,0.0000760231,0.00008554607,0.0009450652,0.00003744574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009988933,0.000104188606,0.006436202,0.00002492198,0.000028909337,0.000797982,0.00015695044,0.0011968998,0.001791235,0.0000012384244,0.9790594,0.00041311196],"study_design_scores_gemma":[0.0027193655,0.0033687027,0.11632672,0.00011113769,0.000044839126,0.0000059245385,0.0000011777046,0.00036214796,0.00011249873,0.00006014743,0.8766876,0.00019973061],"about_ca_topic_score_codex":0.00007547485,"about_ca_topic_score_gemma":0.000015671209,"teacher_disagreement_score":0.10989052,"about_ca_system_score_codex":0.00009442994,"about_ca_system_score_gemma":0.0001494083,"threshold_uncertainty_score":0.76471984},"labels":[],"label_agreement":null},{"id":"W3091877667","doi":"10.1016/j.brs.2020.09.024","title":"Intraoperative changes in the H-reflex pathway during deep brain stimulation surgery for Parkinson’s disease: A potential biomarker for optimal electrode placement","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Parkinson Association of Alberta; Parkinson Vereniging; University of Alberta","keywords":"Deep brain stimulation; Parkinson's disease; Medicine; Stimulation; Biomarker; Reflex; Disease; Neuroscience; Surgery; Anesthesia; Physical medicine and rehabilitation; Psychology; Pathology; Internal medicine; Biology","score_opus":0.041888961964939776,"score_gpt":0.30204529712386613,"score_spread":0.26015633515892633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091877667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235232,0.0001506898,0.036694024,0.03621799,0.00005367309,0.0032216678,0.00007219724,0.00005517713,0.000011403904],"genre_scores_gemma":[0.9920922,0.000009353778,0.00062651903,0.0055282624,0.00018874812,0.0006656826,0.0008176949,0.000027502132,0.00004406386],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9986049,0.0001344041,0.00028104256,0.00042115388,0.00023724692,0.00032128408],"domain_scores_gemma":[0.9988009,0.0007959159,0.00009864845,0.00012950049,0.00006228505,0.00011279963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026432617,0.00020349125,0.0002652154,0.00009159679,0.00016617458,0.000040842155,0.00005677272,0.00007614298,0.00004675231],"category_scores_gemma":[0.0006689132,0.00014706256,0.00013695937,0.00017213133,0.00002723378,0.00009424514,0.000019254656,0.000082332415,0.000002626111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13083914,0.00496769,0.17483033,0.001842696,0.0010232049,0.0004811628,0.011646092,0.3459202,0.17641899,0.0008531841,0.014919782,0.1362575],"study_design_scores_gemma":[0.006168874,0.00095034606,0.53183377,0.00003357937,0.000099823796,0.0000020070956,0.000119358796,0.45841455,0.0007237094,0.0003430866,0.0011164568,0.00019442366],"about_ca_topic_score_codex":0.000005382465,"about_ca_topic_score_gemma":0.000026799293,"teacher_disagreement_score":0.35700342,"about_ca_system_score_codex":0.000062849605,"about_ca_system_score_gemma":0.00004991575,"threshold_uncertainty_score":0.5997037},"labels":[],"label_agreement":null},{"id":"W3091936562","doi":"10.1016/j.brs.2020.09.016","title":"Endovascular deep brain stimulation: Investigating the relationship between vascular structures and deep brain stimulation targets","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Deep brain stimulation; Stimulation; Brain stimulation; Neuroscience; Medicine; Psychology; Internal medicine","score_opus":0.05474607955765546,"score_gpt":0.29715079199454525,"score_spread":0.2424047124368898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091936562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92134196,0.0012703593,0.04518547,0.029776057,0.00007604246,0.001909973,0.000016450735,0.00025544924,0.0001682204],"genre_scores_gemma":[0.9842673,0.0000072939542,0.0038811585,0.010558346,0.00041634953,0.000041711217,0.00072139024,0.00006692951,0.000039512015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676126,0.0005523771,0.0007050312,0.0007947063,0.00075710384,0.00042952798],"domain_scores_gemma":[0.99486715,0.0038835483,0.0002928915,0.00045665997,0.00012284848,0.0003769254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005416462,0.00044520994,0.00053911004,0.00013852934,0.00065060117,0.00012139928,0.00015149546,0.00030193717,0.00013015646],"category_scores_gemma":[0.0070155435,0.00034317144,0.00023296798,0.0006565602,0.00018820984,0.0003542332,0.00011148754,0.0005041901,0.000029409075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012668814,0.00006255618,0.89956784,0.00012231857,0.00023360709,0.00002324499,0.0019055835,0.080359325,0.0007549194,0.0020720009,0.00061322004,0.014158701],"study_design_scores_gemma":[0.0038261106,0.0003889722,0.8124384,0.000033790715,0.00026903852,0.0000053654826,0.00008954302,0.1571369,0.00004750833,0.024974406,0.0005219081,0.00026801825],"about_ca_topic_score_codex":0.00003755549,"about_ca_topic_score_gemma":0.000017937919,"teacher_disagreement_score":0.08712939,"about_ca_system_score_codex":0.000068734014,"about_ca_system_score_gemma":0.000055316366,"threshold_uncertainty_score":0.999902},"labels":[],"label_agreement":null},{"id":"W3093319283","doi":"10.1016/j.brs.2020.10.004","title":"Predicting treatment response to 1Hz rTMS using early self-rated clinical changes in major depression","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Direction Générale de l’offre de Soins; Agence Nationale de la Recherche","keywords":"Depression (economics); Psychology; Clinical psychology; Medicine","score_opus":0.12519995604479695,"score_gpt":0.37115914412583434,"score_spread":0.2459591880810374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093319283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7610479,0.000035415764,0.0012182614,0.23422277,0.0007173361,0.002121671,0.00010255403,0.0004536691,0.000080442056],"genre_scores_gemma":[0.83849245,0.00001125321,0.0027373468,0.15610747,0.0020618741,0.0001136171,0.00004409878,0.00012640876,0.00030547957],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9945909,0.0018450423,0.0009500627,0.0013434029,0.0007250109,0.00054557336],"domain_scores_gemma":[0.99280536,0.0061713844,0.00035847453,0.00043229578,0.00008894733,0.00014355581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004663297,0.0005342711,0.0007282136,0.0005007766,0.00026681813,0.00012674478,0.00026292272,0.00060717826,0.000056037425],"category_scores_gemma":[0.003812964,0.0005129722,0.00014922481,0.000950355,0.00007574341,0.00014790316,0.00012249812,0.0007571893,0.000091828544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017453626,0.0008451269,0.22960727,0.0003714083,0.00021275635,0.0032949825,0.015534969,0.07046935,0.58502245,0.000009232951,0.057715893,0.019462943],"study_design_scores_gemma":[0.011347165,0.0033335008,0.66724527,0.0007126098,0.00033894472,0.000025677231,0.00005140491,0.22238812,0.0024186894,0.00012719164,0.09048032,0.0015311292],"about_ca_topic_score_codex":0.00017368556,"about_ca_topic_score_gemma":0.000055369022,"teacher_disagreement_score":0.58260375,"about_ca_system_score_codex":0.00033652468,"about_ca_system_score_gemma":0.00012940986,"threshold_uncertainty_score":0.9997322},"labels":[],"label_agreement":null},{"id":"W3094267240","doi":"10.1016/j.brs.2020.10.009","title":"Theta burst transcranial magnetic stimulation to induce seizures in an epilepsy monitoring unit","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; University of Toronto; Public Health Ontario","funders":"University of Toronto","keywords":"Transcranial magnetic stimulation; Epilepsy; Neuroscience; Medicine; Stimulation; Psychology","score_opus":0.09438017901711367,"score_gpt":0.32531513210833174,"score_spread":0.2309349530912181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094267240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5300799,0.00014121298,0.0051562404,0.45562166,0.0022461745,0.004579948,0.0003038478,0.00088442664,0.0009865945],"genre_scores_gemma":[0.8664364,0.000009904383,0.0009122011,0.12790887,0.003785654,0.00014931483,0.00016719494,0.00020119292,0.00042927478],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9937099,0.00096672634,0.0011982823,0.0017989221,0.0014411105,0.0008850548],"domain_scores_gemma":[0.9963099,0.0022284286,0.00028369692,0.000750985,0.0001803403,0.00024670214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027632414,0.0008975677,0.0008957154,0.0009247813,0.00036698865,0.00031427463,0.0007672246,0.0008017023,0.00028009393],"category_scores_gemma":[0.0012654468,0.00100434,0.00019802833,0.0018074447,0.00016175021,0.00059645524,0.000097853095,0.0017528426,0.00026248238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019845243,0.00051399245,0.024320817,0.00062874804,0.000046192585,0.0018542105,0.014623001,0.5029074,0.36950624,0.00027545562,0.046848338,0.036491074],"study_design_scores_gemma":[0.010357803,0.0037142213,0.75128716,0.00081961625,0.00035381288,0.000049795195,0.00019693201,0.10025629,0.0018817309,0.004187171,0.12284472,0.0040507233],"about_ca_topic_score_codex":0.00015447744,"about_ca_topic_score_gemma":0.000045415007,"teacher_disagreement_score":0.7269664,"about_ca_system_score_codex":0.00018010437,"about_ca_system_score_gemma":0.00012517301,"threshold_uncertainty_score":0.9992407},"labels":[],"label_agreement":null},{"id":"W3094584962","doi":"10.1016/j.brs.2020.10.008","title":"Cortical excitability in a nonhuman primate model of TMS","year":2020,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Transcranial magnetic stimulation; Neuroscience; Stimulation; Motor cortex; Scopus; Human brain; Brain stimulation; Psychology; Medicine; Cerebral cortex; Biology; MEDLINE","score_opus":0.0983444158152411,"score_gpt":0.3223806783603519,"score_spread":0.22403626254511078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094584962","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22297522,0.000044760516,0.05067911,0.71883005,0.0004819048,0.0029402745,0.0003816915,0.00039131337,0.0032756482],"genre_scores_gemma":[0.83879524,0.0000031878637,0.0009209685,0.15979396,0.0002475315,0.0000359585,0.000037007885,0.000045060948,0.00012109226],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99698454,0.000339932,0.00085392146,0.00077236723,0.000708539,0.00034068694],"domain_scores_gemma":[0.9970566,0.0021805752,0.00025163722,0.0003836297,0.0000793074,0.000048272166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017389513,0.00032108172,0.0006032895,0.00020423226,0.00008445868,0.00002872886,0.00026781327,0.00033982252,0.0001008954],"category_scores_gemma":[0.0024036623,0.00033500878,0.00014080347,0.00042558773,0.00029224483,0.00013122421,0.00008904113,0.00092000945,0.000036837137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006586228,0.00034024034,0.002674094,0.0014502472,0.000025454803,0.00017782584,0.0042301025,0.29155776,0.6069143,0.0015370788,0.088981874,0.0014524289],"study_design_scores_gemma":[0.0018096482,0.00016864378,0.045180283,0.00009126795,0.000042814252,0.0000020496207,0.0000060789453,0.9404114,0.0003159234,0.008199245,0.0033118979,0.00046074067],"about_ca_topic_score_codex":0.00002321055,"about_ca_topic_score_gemma":0.0000074329155,"teacher_disagreement_score":0.64885366,"about_ca_system_score_codex":0.00008725538,"about_ca_system_score_gemma":0.00008535866,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W3103986427","doi":"10.1016/j.brs.2020.11.011","title":"Adjuvant intermittent theta burst stimulation over dorsomedial prefrontal cortex in treatment-resistant obsessive-compulsive disorder type: Letter to the editor","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial magnetic stimulation; Psychology; Prefrontal cortex; Obsessive compulsive; Neuroscience; Deep brain stimulation; Neuropsychopharmacology; Treatment-resistant depression; Stimulation; Psychiatry; Medicine; Major depressive disorder; Amygdala; Internal medicine; Parkinson's disease; Cognition","score_opus":0.03022242019722813,"score_gpt":0.2847866976133539,"score_spread":0.25456427741612575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103986427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751929,0.00007846022,0.00480833,0.014668819,0.0027450635,0.0020846352,0.000108861605,0.00013289785,0.00018005066],"genre_scores_gemma":[0.99228597,0.000006894112,0.00012441252,0.004089023,0.0031338101,0.00008329899,0.000046583868,0.00004262902,0.0001873882],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99752116,0.000285421,0.0005286699,0.0007148149,0.00057812623,0.0003717794],"domain_scores_gemma":[0.9981849,0.0011324093,0.00016392962,0.00029602696,0.000082805855,0.0001398927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000102987804,0.00034459308,0.00035405924,0.00012755602,0.00022887418,0.00010026679,0.0002653945,0.00010047711,0.00016330669],"category_scores_gemma":[0.0009744245,0.00025090162,0.000110022534,0.0006463963,0.00011697142,0.00026623934,0.00009830041,0.00018327567,0.00018324508],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063546007,0.000738201,0.037453357,0.000053084495,0.00006950508,0.00007839898,0.025404235,0.4690172,0.40848914,0.00038614272,0.016502218,0.03545391],"study_design_scores_gemma":[0.0038863367,0.00088315975,0.8427718,0.000034336867,0.000041107705,0.00000111479,0.000119313365,0.12960865,0.00023104568,0.00008726834,0.02202259,0.00031325317],"about_ca_topic_score_codex":0.0001286257,"about_ca_topic_score_gemma":0.00021410278,"teacher_disagreement_score":0.8053185,"about_ca_system_score_codex":0.00017960685,"about_ca_system_score_gemma":0.000050612758,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W3109329988","doi":"10.1016/j.brs.2020.06.070","title":"Comparison of Naturalistic Treatment Outcomes with the Standard 38-Minute Protocol vs. Shortened (“Dash”) Protocol: A NeuroStar® Registry Database Study","year":2020,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Columbia College","funders":"","keywords":"Dash; Medicine; Protocol (science); Transcranial magnetic stimulation; Physical therapy; Clinical endpoint; Major depressive disorder; Randomized controlled trial; Internal medicine; Mood; Psychiatry","score_opus":0.12854593880850543,"score_gpt":0.4110456559289635,"score_spread":0.28249971712045807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109329988","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29497537,0.0000012695251,0.0038292503,0.008252871,0.000051876068,0.69224495,0.00019596182,0.00024343315,0.00020505299],"genre_scores_gemma":[0.7179374,4.923407e-8,0.00037154398,0.00046748854,0.00004019357,0.28106928,0.000008385844,0.000029439832,0.00007620291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969435,0.00042770954,0.0006884096,0.0007074417,0.0009479134,0.00028507976],"domain_scores_gemma":[0.9974242,0.0012655734,0.0004415648,0.000592936,0.00016133813,0.000114383816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017142633,0.00038666066,0.0006098407,0.000070518705,0.0003276405,0.00009696257,0.00032743133,0.000051342147,0.000073205054],"category_scores_gemma":[0.0009797649,0.0002312024,0.00009175985,0.00060790597,0.00024555612,0.0002088534,0.00008573996,0.00018808428,0.000008515717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03733598,0.004173533,0.7071233,0.00069325016,0.00021587468,0.00015294131,0.026444862,0.10149998,0.111912355,0.0008439184,0.003968821,0.0056352266],"study_design_scores_gemma":[0.030997237,0.019267298,0.8551474,0.00010160924,0.00027035686,0.0000070995766,0.0014077903,0.059864145,0.008979581,0.000053760054,0.023075806,0.00082786736],"about_ca_topic_score_codex":0.00005375447,"about_ca_topic_score_gemma":0.00006888524,"teacher_disagreement_score":0.42296207,"about_ca_system_score_codex":0.00006489908,"about_ca_system_score_gemma":0.00010299041,"threshold_uncertainty_score":0.942816},"labels":[],"label_agreement":null},{"id":"W3109407388","doi":"10.1016/j.brs.2020.11.014","title":"Non-invasive neuromodulation for tinnitus: A meta-analysis and modeling studies","year":2020,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Neuromodulation; Tinnitus; Medicine; Meta-analysis; Audiology; Neuroscience; Psychology; Internal medicine; Stimulation","score_opus":0.4905704939302838,"score_gpt":0.4514244294590282,"score_spread":0.03914606447125557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109407388","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028207936,0.9119668,0.08397066,0.00034555662,0.00013897999,0.0029916007,0.0001313917,0.00013385378,0.000039064085],"genre_scores_gemma":[0.012853783,0.9804343,0.0049277525,0.0005755901,0.0002880826,0.00040025686,0.00015456897,0.00013898316,0.00022666891],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99637336,0.00041012585,0.0010849441,0.0013052953,0.00046695527,0.0003593159],"domain_scores_gemma":[0.9951302,0.0033076424,0.0006763197,0.00052062265,0.00022645456,0.00013878106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054475106,0.0005907102,0.0030280317,0.00060264487,0.0003008967,0.00016416078,0.0002534305,0.0002515244,0.00001344013],"category_scores_gemma":[0.0067578293,0.0005221091,0.0014333738,0.0014859376,0.00007241264,0.0001843166,0.0002226509,0.00028039035,0.000024400999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052367373,0.00011066982,0.000013687603,0.022529548,0.048822124,0.000042539134,0.0025668342,0.414106,0.0006680765,0.00040484415,0.00042440763,0.5102589],"study_design_scores_gemma":[0.0003002708,0.00012305462,0.0000073128317,0.00027281308,0.19446176,0.000010543335,0.00002467504,0.71702564,0.000055245528,0.0005473937,0.086482026,0.000689277],"about_ca_topic_score_codex":0.000010213433,"about_ca_topic_score_gemma":0.000015741449,"teacher_disagreement_score":0.50956964,"about_ca_system_score_codex":0.00009470651,"about_ca_system_score_gemma":0.00017693036,"threshold_uncertainty_score":0.9997231},"labels":[],"label_agreement":null},{"id":"W3118478746","doi":"10.1016/j.brs.2020.12.015","title":"Reduction of collinear inhibition in observers with central vision loss using anodal transcranial direct current stimulation: A case series","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":11,"is_retracted":true,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Macular degeneration; Peripheral vision; Ophthalmology; Medicine; Optometry; Retinal; Population; Psychology; Artificial intelligence; Computer science","score_opus":0.0826773322979109,"score_gpt":0.3377555450937327,"score_spread":0.25507821279582177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118478746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97331476,0.000045512304,0.0102072405,0.014300575,0.00096016785,0.00086907996,0.0001520764,0.00011225181,0.000038319213],"genre_scores_gemma":[0.9927969,0.000018212437,0.0011004444,0.004240982,0.0010401258,0.000013777444,0.0006102125,0.000067279354,0.0001120595],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969947,0.0005035472,0.0006515001,0.0007686268,0.0007106571,0.00037100745],"domain_scores_gemma":[0.9989665,0.00013668305,0.00040983176,0.00023380101,0.00018993685,0.00006322799],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024352992,0.00037255677,0.00045180437,0.00035987428,0.00023496081,0.00013639245,0.000067721085,0.0004568416,0.00014680618],"category_scores_gemma":[0.00013238609,0.00037903196,0.00012070269,0.00096143514,0.00016852806,0.0007921943,0.000024138631,0.0007084995,0.0000028488362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018326504,0.00050448097,0.00032457797,0.0017442044,0.00001855983,0.0054591238,0.0042633493,0.5246249,0.45037943,0.00007410256,0.0051961327,0.0055784723],"study_design_scores_gemma":[0.014370164,0.0027802647,0.0024336136,0.00748216,0.00045904145,0.016052183,0.00058008777,0.77623355,0.15620747,0.0009868161,0.019029543,0.0033851105],"about_ca_topic_score_codex":0.00007178052,"about_ca_topic_score_gemma":0.000044559943,"teacher_disagreement_score":0.29417196,"about_ca_system_score_codex":0.00027626238,"about_ca_system_score_gemma":0.00025634267,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W3118848258","doi":"10.1016/j.brs.2020.12.014","title":"Cognitive effects of theta frequency bilateral subthalamic nucleus stimulation in Parkinson’s disease: A pilot study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Subthalamic nucleus; Verbal fluency test; Psychology; Cognition; Episodic memory; Executive functions; Audiology; Stimulation; Deep brain stimulation; Neuroscience; Fluency; Parkinson's disease; Cognitive psychology; Medicine; Neuropsychology; Disease; Internal medicine","score_opus":0.028066790836068518,"score_gpt":0.3018527685516334,"score_spread":0.2737859777155649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118848258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975225,0.00024617786,0.00013704188,0.00032470992,0.00007155371,0.0014145538,0.000014596686,0.0000396797,0.00022922558],"genre_scores_gemma":[0.99924386,0.0000099015415,0.0000715782,0.00031309368,0.00002322514,0.000052085074,0.00015983224,0.000019462528,0.000106938016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987146,0.00022091636,0.00028989094,0.00035488475,0.000249689,0.0001700085],"domain_scores_gemma":[0.99903554,0.00049040216,0.0000915674,0.00018050127,0.000121812,0.00008018925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008708923,0.00015492974,0.00028441031,0.000112364345,0.000039216193,0.000012431356,0.000031410673,0.000037988542,0.00007781345],"category_scores_gemma":[0.00064753246,0.00013175046,0.000056664816,0.00031439887,0.000032482956,0.000094775045,0.00002845631,0.00010126639,0.000012787125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010197762,0.0048534763,0.98405343,0.00009436376,0.00006306792,0.00066000654,0.00026266728,0.00056709466,0.0059936265,0.000061703766,0.000007981092,0.002362784],"study_design_scores_gemma":[0.008467244,0.0028349452,0.979566,0.00014112808,0.00016719365,0.0000020515786,0.00003344676,0.0045535606,0.00022244883,0.0039068097,0.0000029758705,0.000102227714],"about_ca_topic_score_codex":0.0000805639,"about_ca_topic_score_gemma":0.00003969981,"teacher_disagreement_score":0.0074474677,"about_ca_system_score_codex":0.000044618344,"about_ca_system_score_gemma":0.000057627105,"threshold_uncertainty_score":0.5372628},"labels":[],"label_agreement":null},{"id":"W3121319428","doi":"10.1016/j.brs.2021.01.009","title":"Lesions causing self-injurious behavior engage putative networks modulated by deep brain stimulation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; McGill University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Neuroscience; Accidental; Deep brain stimulation; Stimulation; Psychology; Brain damage; Brain stimulation; Medicine; Pathology; Physics","score_opus":0.05195162886409999,"score_gpt":0.365279175254769,"score_spread":0.313327546390669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121319428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85637593,0.0002914766,0.13745236,0.003031273,0.00022539787,0.0016542266,0.000049467206,0.0004941713,0.0004256794],"genre_scores_gemma":[0.98486596,0.0000101923015,0.01025169,0.00097531907,0.00024564177,0.0000977084,0.0022509578,0.0001160663,0.0011864837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960435,0.0008041633,0.0007930867,0.0007715281,0.00091105845,0.00067667087],"domain_scores_gemma":[0.9959579,0.0022309273,0.0002326775,0.000637271,0.00057594414,0.00036529434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001023883,0.00038361334,0.0005429234,0.0002852967,0.0005203487,0.0001366035,0.00010527544,0.00041189708,0.00050644047],"category_scores_gemma":[0.0019595076,0.00040927262,0.00017839862,0.0011465983,0.000100215286,0.0003636567,0.00011076256,0.0007771402,0.000057440517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011109217,0.0035592413,0.038920496,0.00040531042,0.00084199035,0.0013793512,0.011946343,0.43483922,0.27446425,0.0006110669,0.027219106,0.2047027],"study_design_scores_gemma":[0.0036278649,0.00027754696,0.22820646,0.00012988015,0.00022507619,0.00011253828,0.00034621664,0.76391405,0.0020220727,0.00022565917,0.0005306584,0.00038197398],"about_ca_topic_score_codex":0.000058867874,"about_ca_topic_score_gemma":0.000030389094,"teacher_disagreement_score":0.32907483,"about_ca_system_score_codex":0.00049287453,"about_ca_system_score_gemma":0.00028979013,"threshold_uncertainty_score":0.9998359},"labels":[],"label_agreement":null},{"id":"W3122213223","doi":"10.1016/j.brs.2021.01.014","title":"A case study of the feasibility of weekly tACS for the treatment of auditory hallucinations in schizophrenia","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Transcranial alternating current stimulation; Schizophrenia (object-oriented programming); Psychology; Audiology; Transcranial magnetic stimulation; Medicine; Clinical psychology; Psychiatry; Neuroscience; Stimulation","score_opus":0.10499912144544599,"score_gpt":0.32970733067123437,"score_spread":0.22470820922578838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122213223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686758,0.000023790524,0.00025375222,0.02721649,0.00079629,0.0028209658,0.00018926339,0.000008200722,0.000015481826],"genre_scores_gemma":[0.99625325,0.0000049890855,0.00003516315,0.0028124922,0.00029945694,0.000111996414,0.00002687556,0.000018634308,0.00043711072],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981503,0.00044689496,0.0005427838,0.00038033296,0.00035504438,0.00012463212],"domain_scores_gemma":[0.99535805,0.0032931326,0.0005571299,0.0006222111,0.0001588906,0.0000105611925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002335661,0.00017181733,0.00031870196,0.000121405414,0.000130036,0.000014028471,0.00017916948,0.00016086944,0.00000963581],"category_scores_gemma":[0.0008149124,0.0001063916,0.00018898993,0.00043573257,0.00010474894,0.000060727387,0.000039736507,0.0002086064,1.8389109e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00293598,0.026554659,0.03147825,0.0028421043,0.0006039121,0.0015200162,0.024011306,0.39316475,0.30549917,0.0012889452,0.14424795,0.06585297],"study_design_scores_gemma":[0.030951235,0.014715904,0.33251694,0.0006213056,0.0014460272,0.0004576872,0.003170333,0.57460827,0.013924127,0.004024639,0.022066,0.0014975597],"about_ca_topic_score_codex":0.0003574282,"about_ca_topic_score_gemma":0.0007105626,"teacher_disagreement_score":0.30103868,"about_ca_system_score_codex":0.00013225545,"about_ca_system_score_gemma":0.000109861976,"threshold_uncertainty_score":0.43385237},"labels":[],"label_agreement":null},{"id":"W3128874610","doi":"10.1016/j.brs.2021.02.001","title":"Multiple high dose tDCS sessions produces perceived improvement and stabilisation in a person with a MAPT gene, presenting clinically as semantic variant primary progressive aphasia with severe cognitive impairment","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; Baycrest Hospital","funders":"Canadian Institutes of Health Research","keywords":"Primary progressive aphasia; Cognitive impairment; Aphasia; Psychology; Cognition; Audiology; Cognitive psychology; Semantic memory; Neuroscience; Medicine; Clinical psychology; Physical medicine and rehabilitation; Internal medicine; Dementia; Disease; Frontotemporal dementia","score_opus":0.02917630341110562,"score_gpt":0.2883006791274001,"score_spread":0.2591243757162945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128874610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577107,0.000050785173,0.00008826572,0.037753455,0.00011933215,0.0040357825,0.00010642933,0.000092646114,0.000042631327],"genre_scores_gemma":[0.93937457,0.000014407326,0.0012422287,0.05715538,0.00051715283,0.00033019323,0.0009630213,0.0000741355,0.00032894482],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99575686,0.00084107183,0.0005894657,0.001665393,0.00060646515,0.00054071995],"domain_scores_gemma":[0.9965599,0.0020626443,0.00069061056,0.0003737118,0.0002311271,0.000081964834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041840368,0.00051822135,0.00057789724,0.00023416264,0.00028052388,0.00018359738,0.00017183601,0.00041690073,0.00004524359],"category_scores_gemma":[0.0012331404,0.00037966322,0.00007246135,0.00034239914,0.00029241788,0.00031503497,0.00014262865,0.0010130955,0.0000031380644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010318487,0.004630366,0.05971893,0.0049579698,0.00066872285,0.1444078,0.090129495,0.0036255014,0.65394354,0.000010223499,0.0063850833,0.021203868],"study_design_scores_gemma":[0.078965805,0.029117001,0.73026067,0.018898325,0.0027921025,0.0277843,0.019142216,0.036411803,0.044218004,0.0005184855,0.0015223165,0.010368983],"about_ca_topic_score_codex":0.00015232206,"about_ca_topic_score_gemma":0.000058754333,"teacher_disagreement_score":0.6705417,"about_ca_system_score_codex":0.000120994824,"about_ca_system_score_gemma":0.00045359583,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W3131553746","doi":"10.1016/j.brs.2021.02.010","title":"Synergistic effects of simultaneous transcranial direct current stimulation (tDCS) and transcutaneous auricular vagus nerve stimulation (taVNS) on the brain responses","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Key Research and Development Projects of Shaanxi Province; Fundamental Research Funds for the Central Universities","keywords":"Transcranial direct-current stimulation; Neuroscience; Vagus nerve stimulation; Brain stimulation; Stimulation; Psychology; Cognition; Medicine; Vagus nerve","score_opus":0.025020608336976252,"score_gpt":0.2770394171628721,"score_spread":0.2520188088258959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131553746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8912205,0.0012190274,0.020253364,0.07995774,0.002364046,0.0039810357,0.00037219355,0.00042263657,0.00020941904],"genre_scores_gemma":[0.9654984,0.000039449944,0.00014421623,0.031635854,0.0013676485,0.00006877229,0.00032596668,0.00014852002,0.00077120995],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9919734,0.0030188398,0.0011652269,0.0016330024,0.0014995517,0.0007099736],"domain_scores_gemma":[0.9504257,0.047677,0.0006819919,0.0008562956,0.0002371366,0.00012187706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000629441,0.0009783851,0.0010416862,0.00052059756,0.00047218712,0.00031608928,0.0005705728,0.0007924062,0.00007741898],"category_scores_gemma":[0.0062202956,0.0007892984,0.00044424343,0.00075190375,0.00034618448,0.00024177862,0.00008070786,0.0015161601,0.000017917218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013929494,0.0005154305,0.00006735836,0.002194966,0.0001582433,0.0026166977,0.0023265318,0.58474296,0.33372176,0.000399063,0.03878512,0.033078924],"study_design_scores_gemma":[0.003834552,0.002333053,0.0012664732,0.0028842988,0.00066647044,0.00018877574,0.00002481368,0.8487836,0.0944886,0.0011021057,0.042393945,0.002033292],"about_ca_topic_score_codex":0.000045810033,"about_ca_topic_score_gemma":0.000009117038,"teacher_disagreement_score":0.26404065,"about_ca_system_score_codex":0.00018176912,"about_ca_system_score_gemma":0.00015285867,"threshold_uncertainty_score":0.9994558},"labels":[],"label_agreement":null},{"id":"W3134475547","doi":"10.1016/j.brs.2021.02.017","title":"Deep brain stimulation of midbrain locomotor circuits in the freely moving pig","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Institutes of Health; University of Miami; Neurosurgery Research and Education Foundation; Leonard M. Miller School of Medicine; University of British Columbia; U.S. Department of Defense","keywords":"Deep brain stimulation; Pedunculopontine nucleus; Neuromodulation; Gait; Parkinsonism; Neuroscience; Parkinson's disease; Midbrain; Physical medicine and rehabilitation; Stimulation; Spinal cord; Spinal cord injury; Subthalamic nucleus; Medicine; Stroke (engine); Psychology; Disease; Central nervous system; Pathology","score_opus":0.03336583859921981,"score_gpt":0.29754312777725644,"score_spread":0.2641772891780366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134475547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833124,0.00024326217,0.007083582,0.0070230714,0.000060321272,0.00071776065,0.0000065226673,0.00003406867,0.0015189945],"genre_scores_gemma":[0.99468094,0.0000046266923,0.0004254798,0.0044287737,0.00005542121,0.00002331948,0.00015979727,0.000016765342,0.00020486626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985164,0.00026087076,0.0003704858,0.00030015173,0.00034882457,0.0002032609],"domain_scores_gemma":[0.99843276,0.0010019868,0.00011858117,0.00030522927,0.0000905293,0.00005093663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032291343,0.00014776413,0.00025869103,0.000104238585,0.00006466626,0.000020310279,0.00007727497,0.00011268549,0.00016538276],"category_scores_gemma":[0.0012020099,0.000111985355,0.000099736135,0.000469066,0.000042155247,0.00010053623,0.00002994484,0.00015303909,0.0000132768055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041423464,0.0025133097,0.7851311,0.00025501923,0.00012853432,0.0005772546,0.003219325,0.03674376,0.05113394,0.003390485,0.001884279,0.11460879],"study_design_scores_gemma":[0.0032010102,0.00030384297,0.92392254,0.000058132937,0.000040562856,0.000011645247,0.00013428884,0.06616275,0.00032587483,0.005516337,0.00022102405,0.00010196466],"about_ca_topic_score_codex":0.000042384472,"about_ca_topic_score_gemma":0.000079307865,"teacher_disagreement_score":0.1387915,"about_ca_system_score_codex":0.000041139363,"about_ca_system_score_gemma":0.00005179478,"threshold_uncertainty_score":0.456663},"labels":[],"label_agreement":null},{"id":"W31350213","doi":"10.1016/j.brs.2019.07.011","title":"HUBUNGAN PREEKLAMPSIA/EKLAMPSIA DENGANKEJADIAN ASFIKSIA BAYI BARU LAHIRDI RUMAH SAKIT ISLAM KLATEN","year":2012,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Temerty Family Foundation; University Health Network","keywords":"Medicine; Baru; Humanities; Gynecology; Theology","score_opus":0.02844432453668484,"score_gpt":0.295368501057299,"score_spread":0.2669241765206142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31350213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91804516,0.0054080985,0.0040711025,0.0049206596,0.001122582,0.0020803574,0.000037098194,0.00074974116,0.063565224],"genre_scores_gemma":[0.991263,0.000050568597,0.0026195124,0.0012717783,0.0010401745,0.00007428736,0.00020094692,0.00007927232,0.003400473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973976,0.00021178511,0.00054462755,0.00046530284,0.0005273814,0.0008533221],"domain_scores_gemma":[0.9981766,0.00045687432,0.00018417688,0.0006867968,0.00013101172,0.00036454154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007467133,0.0004150952,0.0005552302,0.00022531,0.00039931946,0.000050250135,0.00017219062,0.00033545578,0.00038524065],"category_scores_gemma":[0.0005552111,0.00038750167,0.00023063539,0.0004214788,0.00013642441,0.00060633756,0.00011753196,0.0004369273,0.000458369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054936396,0.00057357975,0.89714265,0.00047593872,0.0006637116,0.00005222739,0.0146593535,0.00052947144,0.0077170404,0.0097488025,0.023801507,0.044086345],"study_design_scores_gemma":[0.0029262723,0.0002475375,0.95910937,0.00040285508,0.00030283487,0.00010730775,0.00031979685,0.0023585814,0.00139017,0.0013706342,0.030894384,0.0005702591],"about_ca_topic_score_codex":0.00006984323,"about_ca_topic_score_gemma":0.0000621302,"teacher_disagreement_score":0.07321785,"about_ca_system_score_codex":0.00014829282,"about_ca_system_score_gemma":0.00009024107,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W3137942021","doi":"10.1016/j.brs.2021.03.009","title":"Image-based biophysical modeling predicts cortical potentials evoked with subthalamic deep brain stimulation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Boston Scientific Corporation; National Institutes of Health; Dairy Farmers of Canada; Medtronic","keywords":"Deep brain stimulation; Neuroscience; Stimulation; Subthalamic nucleus; Neuroimaging; Psychology; Medicine; Internal medicine; Parkinson's disease","score_opus":0.021777479119184217,"score_gpt":0.2811852110750486,"score_spread":0.2594077319558644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137942021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8029557,0.00003665983,0.19249395,0.003585557,0.00004748581,0.0005123951,0.000009569531,0.00013691369,0.00022176457],"genre_scores_gemma":[0.9913289,0.000001994924,0.0056152022,0.0020601507,0.00009719556,0.000025156576,0.0007105498,0.000040113195,0.00012074976],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981541,0.00017431655,0.00034436837,0.0005324805,0.00047951256,0.00031521995],"domain_scores_gemma":[0.9988009,0.00040249087,0.00008464169,0.0003086452,0.00023459925,0.00016875392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226891,0.00023724439,0.0003538648,0.00008802312,0.00014828902,0.000050899875,0.000046349727,0.00014341909,0.00018599624],"category_scores_gemma":[0.00057276944,0.00019052756,0.00012470402,0.0003415565,0.000072689596,0.00015167314,0.000027401693,0.0002033136,0.000040886556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045591616,0.0029891569,0.054152302,0.00018292705,0.00025807152,0.0010839747,0.00016204498,0.66957355,0.26045763,0.0004790504,0.00033893454,0.00576323],"study_design_scores_gemma":[0.0055127484,0.00061356585,0.17409715,0.00005476821,0.00017937447,0.000012472922,0.000014400544,0.8171312,0.00096357986,0.0012635525,0.000006330454,0.0001508214],"about_ca_topic_score_codex":0.000014406145,"about_ca_topic_score_gemma":0.000008978674,"teacher_disagreement_score":0.25949404,"about_ca_system_score_codex":0.000061010946,"about_ca_system_score_gemma":0.00012209502,"threshold_uncertainty_score":0.77694887},"labels":[],"label_agreement":null},{"id":"W3138831561","doi":"10.1016/j.brs.2021.03.008","title":"Kilohertz-frequency stimulation of the nervous system: A review of underlying mechanisms","year":2021,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"Canada Research Chairs; Deutsche Forschungsgemeinschaft","keywords":"Neuroscience; Stimulation; Medicine; Psychology; Physical medicine and rehabilitation","score_opus":0.1575833436765219,"score_gpt":0.3781401447137289,"score_spread":0.220556801037207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138831561","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021813326,0.9805983,0.014122643,0.00013299429,0.0007404762,0.0031380586,0.000105399566,0.00010238058,0.0010379696],"genre_scores_gemma":[0.017483411,0.9803849,0.0014442098,0.00020613323,0.000068280526,0.00011638629,0.000051351013,0.000093628085,0.0001517093],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9942166,0.0014879204,0.0021329008,0.0007461844,0.001116846,0.00029952414],"domain_scores_gemma":[0.9935224,0.0030148488,0.0020065883,0.0010209135,0.00037361268,0.00006162571],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071068114,0.0005440541,0.00237,0.00023495253,0.00021207999,0.000029488823,0.0005885131,0.0002981916,0.0001255442],"category_scores_gemma":[0.0035881728,0.00040624719,0.0009217743,0.0019332728,0.00016153898,0.00015287832,0.00016370323,0.0003061057,0.000016167047],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012390262,0.00014818828,0.000008899067,0.3471508,0.000116245355,0.000010125325,0.00020249031,0.0029208986,0.0039006488,0.047197137,0.00022521803,0.598107],"study_design_scores_gemma":[0.002078507,0.0004036752,0.0011753517,0.8848318,0.0054617175,0.00016683896,0.000076862205,0.0066776522,0.00020957638,0.0029647618,0.09419222,0.001761033],"about_ca_topic_score_codex":0.00004049097,"about_ca_topic_score_gemma":0.0000036585172,"teacher_disagreement_score":0.59634596,"about_ca_system_score_codex":0.00019547384,"about_ca_system_score_gemma":0.00038456576,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W3142843866","doi":"10.1016/j.brs.2021.03.015","title":"Electroconvulsive therapy with a memory reactivation intervention for post-traumatic stress disorder: A randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; York University; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institutes of Health; University of Toronto; Canadian Institutes of Health Research; Ontario Mental Health Foundation; Fondation Brain Canada","keywords":"Electroconvulsive therapy; Traumatic stress; Randomized controlled trial; Psychology; Population; Depression (economics); Psychiatry; Traumatic memories; Clinical psychology; Medicine; Internal medicine; Cognition","score_opus":0.01362393311358943,"score_gpt":0.3054296234852867,"score_spread":0.29180569037169724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142843866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9356727,0.0010068618,0.04075353,0.003922492,0.00011183189,0.018136486,0.0000068097656,0.00011210459,0.00027720665],"genre_scores_gemma":[0.9916483,0.00010434914,0.0010180796,0.000726514,0.00026018417,0.0045562233,0.0005284061,0.00005348328,0.0011044368],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977382,0.000527083,0.0007133424,0.00038690213,0.00034842186,0.00028606452],"domain_scores_gemma":[0.9952642,0.0027715093,0.0005133642,0.0002472016,0.0011485218,0.000055241166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084493076,0.00028307075,0.0014263736,0.0001831532,0.00015969909,0.000043839016,0.000049824874,0.00010215735,0.000107651926],"category_scores_gemma":[0.0023829418,0.00020078702,0.0005251806,0.00025748686,0.00007709919,0.00018560037,0.000010006784,0.00015703247,0.0000027036438],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9516114,0.0008972035,0.00009240704,0.00009426831,0.0014549,0.000004907446,0.0018280762,0.000120805256,0.033632793,0.0003136076,0.000044304183,0.009905307],"study_design_scores_gemma":[0.9739248,0.0046025035,0.00088546687,0.0001956764,0.00045022,0.000017135864,0.0010655293,0.0051454245,0.01289232,0.0005437495,0.00006491881,0.00021223124],"about_ca_topic_score_codex":0.000053784213,"about_ca_topic_score_gemma":0.00015637935,"teacher_disagreement_score":0.055975646,"about_ca_system_score_codex":0.00012626017,"about_ca_system_score_gemma":0.00017834261,"threshold_uncertainty_score":0.8187857},"labels":[],"label_agreement":null},{"id":"W3153419324","doi":"10.1016/j.brs.2021.04.012","title":"A degraded state of consciousness in healthy awake humans?","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University Health Network; Toronto Western Hospital","funders":"Academy of Finland; Deutsche Forschungsgemeinschaft","keywords":"Consciousness; Scopus; Ketamine; Neuroscience; Transcranial magnetic stimulation; Psychology; Cognitive science; Medicine; Stimulation; MEDLINE; Chemistry","score_opus":0.06963113486910365,"score_gpt":0.30900748602530675,"score_spread":0.2393763511562031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153419324","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18581264,0.00019699926,0.00063395593,0.8103752,0.0010991733,0.00094022753,0.00018184539,0.000111952126,0.0006479817],"genre_scores_gemma":[0.40127203,0.000019321988,0.000115957235,0.5966177,0.0004955268,0.00006833833,0.00013655082,0.000058334783,0.0012162569],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99670166,0.00069894956,0.0006142242,0.0008927437,0.00069065986,0.00040175265],"domain_scores_gemma":[0.9850397,0.013958758,0.00039823388,0.0004266378,0.00014445567,0.000032176515],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003794448,0.00031642648,0.0006038562,0.00045527882,0.00013589227,0.000041883533,0.0002101089,0.00028754602,0.000059275088],"category_scores_gemma":[0.009610389,0.0003466288,0.00012932118,0.0007104528,0.00020523227,0.00015666701,0.00011651426,0.0009413287,0.000021035567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021723562,0.0001857411,0.0048240307,0.00079882226,0.00003670562,0.00054013095,0.0011049982,0.008823424,0.010771625,0.0002873736,0.9686917,0.0037182264],"study_design_scores_gemma":[0.0077821123,0.0009915725,0.11639308,0.001235818,0.00008160134,0.000080665595,0.00011961004,0.012461277,0.011157675,0.01852944,0.828712,0.002455158],"about_ca_topic_score_codex":0.0001224127,"about_ca_topic_score_gemma":0.00027035247,"teacher_disagreement_score":0.21545938,"about_ca_system_score_codex":0.00020722531,"about_ca_system_score_gemma":0.00024468027,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W3155915469","doi":"10.1016/j.brs.2021.04.001","title":"Self-adjustment of deep brain stimulation delays optimization in Parkinson’s disease","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; University Health Network; Toronto Western Hospital; University of Toronto","funders":"University of Toronto; Medtronic","keywords":"Programmer; Deep brain stimulation; Stimulation; Parkinson's disease; Medicine; Physical medicine and rehabilitation; Psychology; Computer science; Disease; Internal medicine; Embedded system","score_opus":0.01732555563999255,"score_gpt":0.2768259683323469,"score_spread":0.25950041269235435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155915469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456058,0.00076227525,0.047783572,0.0039356113,0.00011427482,0.0009874537,0.000014721517,0.000095821866,0.00070045807],"genre_scores_gemma":[0.9884084,0.00005073815,0.0093255015,0.0015056139,0.000039993283,0.0000310267,0.0005269199,0.000019067431,0.00009274961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9987289,0.00012820984,0.00036287264,0.00033106215,0.00027610463,0.00017287151],"domain_scores_gemma":[0.99919623,0.00023751218,0.00011218307,0.00022391975,0.0001120783,0.000118053555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000110854424,0.00014583465,0.00023466627,0.000120213655,0.000040086827,0.000010322517,0.000032327327,0.000088262284,0.00021920238],"category_scores_gemma":[0.000384166,0.00013758909,0.00008207383,0.0003658076,0.000018356324,0.00011555184,0.000028746323,0.00007879586,0.000008489038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053140294,0.0013333521,0.23722436,0.000101636695,0.000042358875,0.00010218495,0.00020744921,0.74813575,0.00038750793,0.00032952204,0.0001589157,0.011445586],"study_design_scores_gemma":[0.0026728713,0.00014629612,0.50513345,0.000025664549,0.00005669104,0.0000014570369,0.000015601623,0.49079478,0.000058860333,0.0008264138,0.0001967349,0.00007115726],"about_ca_topic_score_codex":0.0000108520635,"about_ca_topic_score_gemma":0.000017719642,"teacher_disagreement_score":0.2679091,"about_ca_system_score_codex":0.00009819462,"about_ca_system_score_gemma":0.0000696693,"threshold_uncertainty_score":0.561072},"labels":[],"label_agreement":null},{"id":"W3157768130","doi":"10.1016/j.brs.2021.03.019","title":"Withdrawn: Reply to letter to the editor","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":true,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology","score_opus":0.038560220725469246,"score_gpt":0.28493380454929607,"score_spread":0.24637358382382682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157768130","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084420195,0.000027807453,0.0120818205,0.9748308,0.009088425,0.0015570419,0.000088426954,0.00020697291,0.0012744743],"genre_scores_gemma":[0.013076501,0.0000012038909,0.000889731,0.906704,0.06890087,0.00018649151,0.000049866492,0.00009105148,0.010100279],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612623,0.00044968724,0.00053406076,0.0011626944,0.0011946103,0.0005327089],"domain_scores_gemma":[0.99569196,0.0028481379,0.00015058977,0.0010099232,0.00020124314,0.00009817767],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027627242,0.00044303067,0.00041483104,0.00023893442,0.0004173948,0.00029175647,0.0005462196,0.00033751683,0.00038499344],"category_scores_gemma":[0.0037746446,0.00035442592,0.00016286311,0.00094929495,0.00008510906,0.000116211,0.00019501764,0.0009269076,0.001266709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037403788,0.000011955089,0.000017390157,0.000024100473,0.000008639877,0.00006529482,0.00067272235,0.010048204,0.008825582,0.00001838511,0.97925454,0.0010157911],"study_design_scores_gemma":[0.00038516705,0.00012230543,0.0029387483,0.000077380784,0.000034628974,0.000007729479,0.0000072833495,0.0006183211,0.00035176135,0.000072480776,0.9949563,0.00042788524],"about_ca_topic_score_codex":0.000049025828,"about_ca_topic_score_gemma":0.000014995601,"teacher_disagreement_score":0.06812682,"about_ca_system_score_codex":0.000098873505,"about_ca_system_score_gemma":0.000072994924,"threshold_uncertainty_score":0.99989074},"labels":[],"label_agreement":null},{"id":"W3159491429","doi":"10.1016/j.brs.2021.04.016","title":"Acute low frequency dorsal subthalamic nucleus stimulation improves verbal fluency in Parkinson's disease","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Verbal fluency test; Stimulation; Subthalamic nucleus; Deep brain stimulation; Psychology; Neuroscience; Audiology; Cognition; Fluency; Parkinson's disease; Medicine; Disease; Neuropsychology; Internal medicine","score_opus":0.012642247291131507,"score_gpt":0.2735188779108479,"score_spread":0.2608766306197164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159491429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610835,0.00034525344,0.00035257093,0.0018881587,0.0001541142,0.0005205724,0.0000354068,0.00009425192,0.0005013049],"genre_scores_gemma":[0.99715686,0.000033268512,0.00053593656,0.0013610484,0.000058981077,0.000029134015,0.0005360081,0.000027543929,0.0002612312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998558,0.00009028549,0.00030771588,0.00048180472,0.0002781795,0.00028403618],"domain_scores_gemma":[0.99927014,0.00013444586,0.00007849669,0.0002894696,0.00008977552,0.00013767234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006914735,0.00020133963,0.00025387862,0.00010198523,0.000074731244,0.000033963035,0.000051744642,0.00011450785,0.00018770921],"category_scores_gemma":[0.00027379868,0.00018495302,0.000109576016,0.0003543435,0.00004122423,0.00020935868,0.00003475078,0.0001556396,0.000055781456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011652432,0.0016170372,0.9102615,0.000105373394,0.000108797285,0.0023462856,0.00019436631,0.003807519,0.049845826,0.0007584682,0.00024420477,0.029545369],"study_design_scores_gemma":[0.0042992393,0.0002282896,0.95828855,0.00005132955,0.00010839584,0.0000063940493,0.000009126047,0.027971543,0.00025596685,0.008425715,0.00019335466,0.00016210295],"about_ca_topic_score_codex":0.00003565055,"about_ca_topic_score_gemma":0.000015292097,"teacher_disagreement_score":0.049589857,"about_ca_system_score_codex":0.000103193066,"about_ca_system_score_gemma":0.00012224623,"threshold_uncertainty_score":0.75421655},"labels":[],"label_agreement":null},{"id":"W3160518708","doi":"10.1016/j.brs.2021.05.006","title":"Moving to accelerated protocols of tDCS in schizophrenia: A case report","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial direct-current stimulation; Schizophrenia (object-oriented programming); Transcranial magnetic stimulation; Psychology; Scopus; Brain stimulation; Prefrontal cortex; Neuroscience; Psychiatry; Stimulation; Physical medicine and rehabilitation; Audiology; Medicine; MEDLINE; Cognition","score_opus":0.11491952908277113,"score_gpt":0.3602934022141525,"score_spread":0.24537387313138137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160518708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5171116,0.00007157271,0.010321375,0.40294012,0.0010634292,0.064899266,0.00030786084,0.00055192434,0.0027328455],"genre_scores_gemma":[0.83163863,0.0000011964346,0.00428286,0.15449978,0.0011195156,0.0066613383,0.00013936312,0.00015214,0.0015052016],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624276,0.00041091235,0.0012031171,0.0010052951,0.00073755183,0.0004003879],"domain_scores_gemma":[0.99689686,0.0016539986,0.0004615857,0.0006533142,0.00027431163,0.000059924383],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034378073,0.00039248026,0.00070409436,0.00059006957,0.0001189686,0.00009690659,0.00022291958,0.00048612343,0.00018280951],"category_scores_gemma":[0.0051312046,0.00042759726,0.00012967092,0.0015410923,0.00007995775,0.00017112857,0.00013166516,0.0007816233,0.000020864632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009280194,0.0003904404,0.001450918,0.0013526739,0.000052113235,0.37693098,0.002644044,0.10118556,0.28329074,0.00013826769,0.22127266,0.010363587],"study_design_scores_gemma":[0.038255703,0.0028984977,0.1390325,0.009171442,0.00047123645,0.06359599,0.00031579757,0.10146277,0.04754171,0.002803225,0.5856389,0.008812275],"about_ca_topic_score_codex":0.00018659941,"about_ca_topic_score_gemma":0.00007493723,"teacher_disagreement_score":0.3643662,"about_ca_system_score_codex":0.000113949165,"about_ca_system_score_gemma":0.00021516172,"threshold_uncertainty_score":0.9998176},"labels":[],"label_agreement":null},{"id":"W3161917037","doi":"10.1016/j.brs.2021.04.023","title":"Replicable effect of cortical-paired associative stimulation on response inhibition as a function of age","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Impulsivity; Scopus; Neuroscience; Transcranial magnetic stimulation; Psychology; Stimulation; Cortex (anatomy); Developmental psychology; Biology; MEDLINE","score_opus":0.042097395308373975,"score_gpt":0.3033536095063475,"score_spread":0.2612562141979735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161917037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94862103,0.000051030445,0.0036284407,0.042420965,0.0006804709,0.0025091846,0.00021901555,0.00024197214,0.0016278777],"genre_scores_gemma":[0.9650621,0.000005752706,0.0001315306,0.032400765,0.0004175329,0.00009792129,0.00039335893,0.00008982967,0.0014011987],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99205196,0.0036959366,0.001235504,0.001071721,0.0015415506,0.0004033441],"domain_scores_gemma":[0.976236,0.021454016,0.0011768569,0.0006813502,0.00039314866,0.000058624795],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012820818,0.00054220465,0.0010920552,0.00056130125,0.00022940079,0.000050352784,0.00014822859,0.0008627775,0.00026933604],"category_scores_gemma":[0.019597633,0.0005459013,0.00038400703,0.0010738359,0.00027019272,0.00021090404,0.000069102294,0.0009410101,0.00005584396],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013482848,0.00024093792,0.0006271381,0.000561368,0.000114364375,0.00018324418,0.000758082,0.0261778,0.8996173,0.00028346505,0.055311177,0.0026422788],"study_design_scores_gemma":[0.022959104,0.02378026,0.6436881,0.0030502689,0.00168942,0.000027037393,0.00007320898,0.03599169,0.23792726,0.00477329,0.023569398,0.0024709753],"about_ca_topic_score_codex":0.00003866806,"about_ca_topic_score_gemma":0.0000026574953,"teacher_disagreement_score":0.66169006,"about_ca_system_score_codex":0.0002728737,"about_ca_system_score_gemma":0.0001313839,"threshold_uncertainty_score":0.99969923},"labels":[],"label_agreement":null},{"id":"W3162670277","doi":"10.1016/j.brs.2021.04.022","title":"A theoretical framework for the site-specific and frequency-dependent neuronal effects of deep brain stimulation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Medtronic; Natural Sciences and Engineering Research Council of Canada; Dystonia Medical Research Foundation Canada; Dystonia Medical Research Foundation","keywords":"Deep brain stimulation; Neuroscience; Stimulation; Brain stimulation; Psychology; Medicine; Internal medicine","score_opus":0.016187095334191638,"score_gpt":0.28801720675615905,"score_spread":0.2718301114219674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162670277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84859085,0.001015499,0.14229046,0.00682382,0.0001265793,0.0009627263,0.0000110328465,0.000030905663,0.00014813039],"genre_scores_gemma":[0.9933928,0.00002725395,0.004210716,0.0021302304,0.0000799247,0.000039637776,0.00006873335,0.00001743488,0.00003325038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99900913,0.000108366396,0.00021099346,0.0002869807,0.00022969689,0.0001548108],"domain_scores_gemma":[0.99416983,0.0053978553,0.00006926084,0.00021214821,0.00008750458,0.00006340372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012916718,0.00012771976,0.00020176252,0.000033103475,0.00010113352,0.000021322208,0.000032499833,0.000115735376,0.00018008878],"category_scores_gemma":[0.0016162889,0.00008716146,0.000085793006,0.000120419405,0.000115647985,0.00003523766,0.00003032927,0.00013125814,0.0000041767407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018015578,0.0012073733,0.077242695,0.00039168476,0.00021028054,0.00013824932,0.00086057495,0.00563394,0.046431404,0.7794408,0.00046308525,0.086178325],"study_design_scores_gemma":[0.0035983073,0.0009124238,0.6034402,0.00006118989,0.00015130999,0.000010125591,0.000022926592,0.048366718,0.0014132648,0.34183803,0.000074630516,0.00011085844],"about_ca_topic_score_codex":0.0000022913534,"about_ca_topic_score_gemma":0.0000030521253,"teacher_disagreement_score":0.52619755,"about_ca_system_score_codex":0.000016087888,"about_ca_system_score_gemma":0.000019218664,"threshold_uncertainty_score":0.35543415},"labels":[],"label_agreement":null},{"id":"W3171979036","doi":"10.1016/j.brs.2021.05.017","title":"Probing the effects of single-session iTBS on associative memory: A prospective, randomized, controlled cross-over study","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hong Kong Polytechnic University; Research Grants Council, University Grants Committee","keywords":"Transcranial magnetic stimulation; Neuroscience; Stimulation; Long-term potentiation; Excitatory postsynaptic potential; Motor cortex; Visual cortex; Primary motor cortex; Psychology; Neuroplasticity; Inhibitory postsynaptic potential; Medicine; Internal medicine","score_opus":0.027392001154648817,"score_gpt":0.30380604837858594,"score_spread":0.27641404722393714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171979036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84788436,0.00051804754,0.0022430944,0.08465115,0.004508549,0.05357007,0.00009944991,0.00045056263,0.0060746926],"genre_scores_gemma":[0.94438004,0.00000630539,0.00004204733,0.050059356,0.0009229594,0.0012769842,0.000021645605,0.000095560565,0.0031950974],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99085546,0.004539139,0.0012564473,0.0011056038,0.0017971096,0.0004462559],"domain_scores_gemma":[0.9455962,0.051869895,0.0014857021,0.0005746808,0.00043813567,0.000035348556],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013649919,0.0006717563,0.0025486192,0.0002857737,0.00052819937,0.00025139743,0.00035822793,0.0004673257,0.00009276557],"category_scores_gemma":[0.03462212,0.00043536877,0.0007181468,0.00069154595,0.00044624088,0.00018512734,0.00012911021,0.001115393,0.000016027969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4687339,0.006731787,0.00958161,0.0024649934,0.003848563,0.0010131234,0.054304734,0.037524376,0.28171647,0.00097262854,0.12937537,0.003732441],"study_design_scores_gemma":[0.9348278,0.0019236238,0.044161197,0.001265258,0.0014518807,0.000004507946,0.00017468608,0.008685489,0.0041084625,0.0013340329,0.0009853559,0.00107772],"about_ca_topic_score_codex":0.00003626906,"about_ca_topic_score_gemma":0.000006732617,"teacher_disagreement_score":0.4660939,"about_ca_system_score_codex":0.00025860695,"about_ca_system_score_gemma":0.00010953723,"threshold_uncertainty_score":0.9998098},"labels":[],"label_agreement":null},{"id":"W3181951774","doi":"10.1016/j.brs.2021.07.002","title":"Theta burst stimulation in adolescent depression: An open-label evaluation of safety, tolerability, and efficacy","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tolerability; Depression (economics); Stimulation; Open label; Psychology; Medicine; Neuroscience; Pharmacology; Adverse effect","score_opus":0.18602530322822114,"score_gpt":0.40731447791620046,"score_spread":0.22128917468797932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181951774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930651,0.00021808782,0.0028158878,0.00085930154,0.00016802616,0.001532668,0.000022190807,0.00004911079,0.0012696221],"genre_scores_gemma":[0.99863523,0.000018827423,0.0009401027,0.00022154137,0.000047428694,0.000029115792,0.00004038401,0.000023143404,0.000044245706],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99636316,0.0010857857,0.000723471,0.0007495676,0.00086039264,0.00021762008],"domain_scores_gemma":[0.9975484,0.0012894261,0.00021467086,0.00047042008,0.00039302354,0.000084070016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013463076,0.00020472784,0.00036058895,0.00015073211,0.000185495,0.00010162496,0.00021854456,0.00010998521,0.0001647308],"category_scores_gemma":[0.003288597,0.00021056872,0.000025581438,0.0006555786,0.00012512726,0.0006061588,0.00021653362,0.0001376252,0.0000054249235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000987713,0.0023865136,0.06829518,0.00007583551,0.000009000499,0.000005857275,0.0016122052,0.3780421,0.38904056,0.0017133037,0.000028174924,0.15780357],"study_design_scores_gemma":[0.007866969,0.0001379996,0.662601,0.00009361744,0.00003659494,0.0000042445713,0.000040137467,0.32373673,0.0028124447,0.0024689785,0.000047233745,0.00015407191],"about_ca_topic_score_codex":0.000050962222,"about_ca_topic_score_gemma":0.00011552755,"teacher_disagreement_score":0.5943058,"about_ca_system_score_codex":0.000100967154,"about_ca_system_score_gemma":0.00013284932,"threshold_uncertainty_score":0.8586743},"labels":[],"label_agreement":null},{"id":"W3189961351","doi":"10.1016/j.brs.2021.07.063","title":"Clinical perspectives of adaptive deep brain stimulation","year":2021,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto; University Health Network","funders":"Università degli Studi di Milano","keywords":"Deep brain stimulation; Brain stimulation; Neuroscience; Stimulation; Psychology; Physical medicine and rehabilitation; Medicine; Internal medicine","score_opus":0.12494708171598264,"score_gpt":0.4379706234128597,"score_spread":0.3130235416968771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189961351","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006285423,0.99359536,0.0026954212,0.0002819805,0.00014075114,0.001592227,0.000033326563,0.000060707298,0.0009716717],"genre_scores_gemma":[0.013108433,0.98277164,0.0018216327,0.00038067688,0.00027343782,0.000053568598,0.0008971924,0.00007120896,0.0006222359],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970929,0.00061172084,0.0010188611,0.0006993354,0.00036171588,0.00021543718],"domain_scores_gemma":[0.9963462,0.0023140875,0.00057805225,0.00041686316,0.00021779943,0.00012704951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035071978,0.00038309026,0.0020471343,0.00018421253,0.000060074155,0.0000140365555,0.00008393464,0.0005108908,0.00029581305],"category_scores_gemma":[0.0017924145,0.00029716216,0.0009238712,0.0004361744,0.00011887457,0.00007252362,0.000065996384,0.00039987022,0.000038536476],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116531795,0.00086259516,0.0008250474,0.0012618867,0.00048584546,0.000066565306,0.00015202795,0.00017565681,6.1487634e-7,0.0008000757,0.0007137131,0.99453944],"study_design_scores_gemma":[0.019528227,0.0122827375,0.0875548,0.031188373,0.014621355,0.00012523132,0.0010664251,0.02531434,0.0000018405784,0.006377233,0.7994063,0.0025331217],"about_ca_topic_score_codex":0.0000085032125,"about_ca_topic_score_gemma":0.000003924212,"teacher_disagreement_score":0.9920063,"about_ca_system_score_codex":0.00010029193,"about_ca_system_score_gemma":0.00021250654,"threshold_uncertainty_score":0.999948},"labels":[],"label_agreement":null},{"id":"W3190516367","doi":"10.1016/j.brs.2021.07.015","title":"A patient-oriented analysis of pain side effect: A step to improve the patient's experience during rTMS?","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia Hospital; Toronto Western Hospital; University Health Network; University of Toronto; Centre for Addiction and Mental Health; University of British Columbia","funders":"","keywords":"Medicine; Psychology","score_opus":0.012339769268076605,"score_gpt":0.26791893368250885,"score_spread":0.25557916441443224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190516367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98124033,0.000036569218,0.016881596,0.0005004166,0.00021120445,0.0007863,0.000042606192,0.00007419323,0.00022679214],"genre_scores_gemma":[0.9984181,0.0000015056573,0.000538842,0.0007992693,0.000024808825,0.00012148958,0.000009122216,0.000018294859,0.000068593006],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971634,0.00073285616,0.00055660703,0.00060198305,0.00064961484,0.00029551008],"domain_scores_gemma":[0.9957897,0.0031971517,0.00021065217,0.00051273656,0.0002026844,0.00008705245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002541289,0.00020930995,0.00035747874,0.0002580255,0.0002845093,0.000048572063,0.00013643528,0.000055019573,0.00009633474],"category_scores_gemma":[0.0065779756,0.00016831345,0.00019015194,0.0029262956,0.00010270944,0.00014697698,0.00012562076,0.00009723164,0.000010644206],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028032728,0.00010120105,0.010784383,0.000027556533,0.000071589704,0.000015266565,0.010426367,0.07709657,0.87699646,0.00017691073,0.000028657163,0.02399472],"study_design_scores_gemma":[0.0018027727,0.00084624486,0.6254064,0.00006073154,0.00034744048,0.0000032936873,0.0011573953,0.1615672,0.20755571,0.00004660351,0.0007976053,0.00040865666],"about_ca_topic_score_codex":0.00006029192,"about_ca_topic_score_gemma":0.00004724188,"teacher_disagreement_score":0.66944075,"about_ca_system_score_codex":0.000053178348,"about_ca_system_score_gemma":0.000025731324,"threshold_uncertainty_score":0.78749263},"labels":[],"label_agreement":null},{"id":"W3191753288","doi":"10.1016/j.brs.2021.07.010","title":"Can excitatory neuromodulation change distorted perception of one's appearance?","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Clinical and Translational Science Institute, University of California, Los Angeles; National Center for Advancing Translational Sciences; National Institute of Mental Health; Nathan Cummings Foundation; Joseph Durda Foundation; National Institutes of Health","keywords":"Neuroscience; Psychology; Transcranial magnetic stimulation; Functional magnetic resonance imaging; Visual perception; Dorsum; Perception; Stimulation; Medicine; Anatomy","score_opus":0.09181158552377065,"score_gpt":0.3141750611723528,"score_spread":0.2223634756485821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191753288","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11841752,0.0028058072,0.0056225057,0.8570985,0.00565764,0.0026002873,0.00042405367,0.00041957575,0.006954069],"genre_scores_gemma":[0.82044685,0.000019952475,0.00017698349,0.16824307,0.0053076395,0.000175996,0.002840378,0.000099996585,0.0026891364],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99770653,0.00038734722,0.0005099477,0.0006262973,0.00044003397,0.0003298129],"domain_scores_gemma":[0.9985219,0.0001780379,0.00043697353,0.00057732145,0.00025162977,0.000034130564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017904754,0.0003244163,0.00051258056,0.00027052042,0.00011796602,0.000025054309,0.0001370625,0.0006497601,0.00077548024],"category_scores_gemma":[0.00009821114,0.00037533097,0.00018913399,0.000301912,0.00012599236,0.00013689934,0.000051034644,0.000660991,0.000083193976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007503898,0.00015150983,0.0062192106,0.00042640165,0.00027128655,0.00017474656,0.0068358798,0.000058182195,0.0014688191,0.00012955366,0.9594072,0.024782144],"study_design_scores_gemma":[0.00095580664,0.0001379131,0.8802985,0.0002672988,0.0001883008,0.000011981132,0.00019637239,0.0005567881,0.00000530844,0.0004173383,0.11644761,0.0005167877],"about_ca_topic_score_codex":0.0005525159,"about_ca_topic_score_gemma":0.000051788556,"teacher_disagreement_score":0.8740793,"about_ca_system_score_codex":0.000115258925,"about_ca_system_score_gemma":0.00003493463,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W3191790600","doi":"10.1016/j.brs.2021.07.062","title":"Case report: 5 Years follow-up on posterior hypothalamus deep brain stimulation for intractable aggressive behaviour associated with drug-resistant epilepsy","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Deep brain stimulation; Epilepsy; Medicine; Psychiatry; Autism spectrum disorder; Autism; Drug Resistant Epilepsy; Psychology; Internal medicine","score_opus":0.03899176799936177,"score_gpt":0.30192458403090505,"score_spread":0.2629328160315433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191790600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8410887,0.00006935566,0.0016975888,0.15062624,0.0008988363,0.0043392167,0.00071818166,0.0003340555,0.00022783151],"genre_scores_gemma":[0.9309305,0.0000026626008,0.00042184064,0.04876346,0.00070739194,0.00047792125,0.0041642995,0.00037304882,0.014158878],"study_design_codex":"case_report","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99269056,0.0010641216,0.0010998729,0.00206577,0.0018274802,0.0012521626],"domain_scores_gemma":[0.99026877,0.006196307,0.0019707934,0.001156404,0.0002207108,0.00018700054],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090307056,0.00080021465,0.00090771803,0.00068426225,0.0005460541,0.00055109384,0.00044897533,0.0009856598,0.00026422474],"category_scores_gemma":[0.010567001,0.0008335155,0.00033923672,0.001002855,0.0001895703,0.00048394196,0.00017463413,0.001777148,0.000040881725],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024898383,0.00078465085,0.0028218196,0.00038693624,0.0002758688,0.58311796,0.0028020444,0.010723976,0.009018638,0.00027711387,0.37904325,0.008257894],"study_design_scores_gemma":[0.08991397,0.0140422005,0.25095153,0.011927914,0.0038278943,0.10696508,0.0010098356,0.34395385,0.04835604,0.014755707,0.09216553,0.022130476],"about_ca_topic_score_codex":0.00023938056,"about_ca_topic_score_gemma":0.0005019468,"teacher_disagreement_score":0.4761529,"about_ca_system_score_codex":0.000858856,"about_ca_system_score_gemma":0.0005171492,"threshold_uncertainty_score":0.9994116},"labels":[],"label_agreement":null},{"id":"W3196024575","doi":"10.1016/j.brs.2021.08.013","title":"Variability in motor threshold","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Scopus; Mood; Transcranial magnetic stimulation; Psychology; Medicine; Psychiatry; Clinical psychology; Internal medicine; MEDLINE; Stimulation","score_opus":0.06155763473862649,"score_gpt":0.29504980517159035,"score_spread":0.23349217043296386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196024575","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04547083,0.00012617084,0.006427864,0.92855316,0.002090251,0.002281126,0.00021694707,0.00043155946,0.014402091],"genre_scores_gemma":[0.53889984,0.000009580383,0.00048242632,0.45631304,0.0015013715,0.00009260573,0.00011453836,0.000069359696,0.0025172273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964657,0.00069745973,0.0006331271,0.0010620983,0.00070815196,0.00043350464],"domain_scores_gemma":[0.99419314,0.0048982534,0.00016823754,0.0006114867,0.00009032243,0.000038550705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004987829,0.00037256206,0.0005005704,0.00026908598,0.00011405566,0.00009629666,0.00027132584,0.0006449121,0.0006685343],"category_scores_gemma":[0.0043639434,0.0004004983,0.00015346674,0.00065453554,0.00013530097,0.00015779735,0.00009165737,0.0011092385,0.00009419909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021546822,0.0003319297,0.008648836,0.0006146014,0.000029345012,0.0012138821,0.0010748907,0.021282477,0.10698904,0.0015340215,0.8525932,0.005472327],"study_design_scores_gemma":[0.0042168787,0.00020095971,0.21150424,0.00032307793,0.00008378426,0.000029041528,0.000014156774,0.07700211,0.0007370012,0.014917069,0.68927044,0.0017012431],"about_ca_topic_score_codex":0.000034843186,"about_ca_topic_score_gemma":0.000011671329,"teacher_disagreement_score":0.493429,"about_ca_system_score_codex":0.00015653462,"about_ca_system_score_gemma":0.00009941474,"threshold_uncertainty_score":0.9998447},"labels":[],"label_agreement":null},{"id":"W3197139576","doi":"10.1016/j.brs.2021.08.021","title":"Neuromodulatory treatments for psychiatric disease: A comprehensive survey of the clinical trial landscape","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Centre for Addiction and Mental Health; Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Krembil Foundation; University of Toronto; University Health Network","funders":"Department of Psychiatry, University of Toronto; Defense Advanced Research Projects Agency; Servier; University of Toronto; Otsuka America; BrainsWay; Boston Scientific Corporation; Canadian Institutes of Health Research; Sunovion; Centre for Addiction and Mental Health Foundation; Abbott Laboratories; Fondation Brain Canada; Association for Frontotemporal Degeneration; Ministry of Health -Singapore; Beth Israel Deaconess Medical Center; Pfizer; Alzheimer's Drug Discovery Foundation; National Institutes of Health; Medtronic","keywords":"Neuromodulation; Clinical trial; Medicine; Psychiatry; Electroconvulsive therapy; Major depressive disorder; Modalities; Schizophrenia (object-oriented programming); Blinding; Deep brain stimulation; Psychological intervention; Randomized controlled trial; Disease; Internal medicine; Mood; Parkinson's disease","score_opus":0.13395055973147202,"score_gpt":0.40064958312970683,"score_spread":0.2666990233982348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197139576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996556,0.0003231327,0.000120888064,0.0011929165,0.00043764454,0.0011864541,0.00009248256,0.0000158544,0.000074645766],"genre_scores_gemma":[0.99797034,0.00001778126,0.00012610356,0.0011912332,0.000076659286,0.000028931789,0.0002728235,0.000011771438,0.0003043627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886787,0.00028803697,0.00032040916,0.00025464036,0.00016459629,0.000104448816],"domain_scores_gemma":[0.9985166,0.0008299682,0.0001246885,0.0002800718,0.00016988789,0.0000787517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000103005885,0.00009683938,0.00025256473,0.000023603767,0.00006243306,0.0000059659424,0.000039819595,0.000059608294,0.00003287397],"category_scores_gemma":[0.00084033824,0.000061676365,0.00022757748,0.00020301742,0.000035455705,0.000020305464,0.000025156027,0.000060324037,0.0000032500573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02240855,0.0016807169,0.96904284,0.000024754241,0.00013949304,0.000010370544,0.000007129046,0.00022567551,0.000053316737,0.00004113513,0.0023616266,0.0040043984],"study_design_scores_gemma":[0.050405696,0.00086380163,0.94517356,0.000008202265,0.00024626247,8.0541565e-7,0.0000016875751,0.00238463,0.00000721191,0.0006419464,0.00022159835,0.000044573993],"about_ca_topic_score_codex":0.000009218277,"about_ca_topic_score_gemma":0.000008081088,"teacher_disagreement_score":0.027997144,"about_ca_system_score_codex":0.000007667255,"about_ca_system_score_gemma":0.00011722756,"threshold_uncertainty_score":0.25150892},"labels":[],"label_agreement":null},{"id":"W3199648283","doi":"10.1016/j.brs.2021.07.038","title":"EFFICACY OF UNILATERAL VS. BILATERAL RTMS TREATMENT ON SUICIDAL IDEATION IN PATIENTS WITH DEPRESSION AND COMORBID ANXIETY","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Suicidal ideation; Depression (economics); Anxiety; Psychology; Psychiatry; Medicine; Clinical psychology; Poison control; Suicide prevention; Medical emergency","score_opus":0.011976035291354983,"score_gpt":0.27034534828512247,"score_spread":0.2583693129937675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199648283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987604,0.000034902343,0.000053044303,0.00029445734,0.000041581716,0.00061574124,0.000009671369,0.000032003285,0.00015818677],"genre_scores_gemma":[0.998316,0.000007054092,0.00070788024,0.00008152561,0.000025689325,0.000007894237,0.0006717182,0.000020309382,0.0001619237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989268,0.000077277175,0.00025088456,0.00031677942,0.0002869463,0.00014130877],"domain_scores_gemma":[0.9993817,0.00013146401,0.00010182337,0.00023282273,0.000083301915,0.00006886101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059008442,0.0001675696,0.00026360145,0.0001301004,0.000039415754,0.000013072148,0.00001993875,0.00009092114,0.000030847907],"category_scores_gemma":[0.000057768026,0.00011845428,0.00003760272,0.00016423491,0.000027507416,0.00011621883,0.00002091082,0.00006664392,0.0000026314997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036918325,0.0010344795,0.9710515,0.000026388667,0.000031580057,0.000016656038,0.0002656305,0.003379523,0.0026945174,0.000013918732,0.000018729226,0.01777526],"study_design_scores_gemma":[0.01927348,0.0013882661,0.96654236,0.0002797668,0.00005949631,0.0000055356345,0.0000066927983,0.002980594,0.009303019,0.000018653578,0.000041545558,0.00010056545],"about_ca_topic_score_codex":0.000105012456,"about_ca_topic_score_gemma":0.000040173774,"teacher_disagreement_score":0.017674694,"about_ca_system_score_codex":0.00014724286,"about_ca_system_score_gemma":0.000039018007,"threshold_uncertainty_score":0.4830425},"labels":[],"label_agreement":null},{"id":"W3200513343","doi":"10.1016/j.brs.2021.07.039","title":"EVALUATION OF 1 HZ/20 HZ BILATERAL RTMS EFFECTS ON COGNITIVE PERFORMANCE IN PATIENTS WITH MAJOR DEPRESSIVE DISORDER USING THINC-IT®","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Major depressive disorder; Audiology; Cognition; Psychology; Medicine; Clinical psychology; Physical medicine and rehabilitation; Psychiatry","score_opus":0.036058309788367916,"score_gpt":0.3371356713717802,"score_spread":0.30107736158341225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200513343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970079,0.000063322615,0.0011304034,0.00019689799,0.000073244475,0.0011954241,0.000010845262,0.000019054638,0.00030291654],"genre_scores_gemma":[0.9989824,0.0000016719213,0.00026244193,0.0002386471,0.000030870477,0.000030397878,0.00036111075,0.00002837357,0.00006405263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798906,0.00031062015,0.0002714293,0.0003142675,0.00094586064,0.00016874545],"domain_scores_gemma":[0.9982328,0.0003640399,0.0001986173,0.00017896382,0.0009850519,0.00004052829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038094624,0.00016242833,0.0002616003,0.0001806462,0.00007179919,0.000014375906,0.000027210002,0.000096900396,0.000115843395],"category_scores_gemma":[0.00095331547,0.0001433227,0.000045820747,0.00038582017,0.000033794324,0.00031727605,0.000025027548,0.00016618009,0.00001133606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074245693,0.0005856775,0.9227717,0.00017208485,0.000075679585,0.0000046550126,0.00053855043,0.05827811,0.0012162769,0.0000041530975,0.000005273865,0.015605418],"study_design_scores_gemma":[0.0117493775,0.00033206554,0.8098891,0.00093331735,0.00028921416,0.000002608115,0.00015113989,0.1754655,0.0010355174,0.00002151089,0.0000031165002,0.00012756001],"about_ca_topic_score_codex":0.000022386104,"about_ca_topic_score_gemma":0.000042539472,"teacher_disagreement_score":0.11718738,"about_ca_system_score_codex":0.00014677024,"about_ca_system_score_gemma":0.00017027075,"threshold_uncertainty_score":0.584453},"labels":[],"label_agreement":null},{"id":"W3200522299","doi":"10.1016/j.brs.2021.09.003","title":"A randomized sham controlled comparison of once vs twice-daily intermittent theta burst stimulation in depression: A Canadian rTMS treatment and biomarker network in depression (CARTBIND) study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University Health Network; University of British Columbia; University of Toronto; Centre for Addiction and Mental Health","funders":"Health Canada; Toronto General and Western Hospital Foundation; Fondation Brain Canada; Arrell Family Foundation; Family Care Foundation","keywords":"Tolerability; Depression (economics); Transcranial magnetic stimulation; Blinding; Psychology; Rating scale; Hamilton Rating Scale for Depression; Medicine; Randomized controlled trial; Activities of daily living; Major depressive disorder; Internal medicine; Stimulation; Anesthesia; Physical therapy; Adverse effect","score_opus":0.057948411987341714,"score_gpt":0.33906497732034274,"score_spread":0.281116565333001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200522299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322087,0.0008405172,0.00080828264,0.0003937509,0.00023628533,0.003935467,0.000013984102,0.000043041382,0.0005077947],"genre_scores_gemma":[0.9992015,0.00002387739,0.00018639203,0.00012792998,0.000047945963,0.0002771871,0.000021154023,0.000029458326,0.0000845832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99539155,0.0016690189,0.0012830405,0.0007955756,0.00043091207,0.0004299069],"domain_scores_gemma":[0.994303,0.0046828277,0.0003696159,0.00036712684,0.00012629728,0.00015113941],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008585531,0.00036372917,0.0013588367,0.0004322143,0.00020046927,0.000080754995,0.00013161417,0.00014814422,0.000064730935],"category_scores_gemma":[0.0019183273,0.0003073966,0.00014881979,0.00083452277,0.00014305364,0.00022117465,0.00006370651,0.00016330823,0.0000035946873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06722529,0.000999476,0.63951045,0.000025141997,0.000062257546,0.000060831368,0.007284463,0.25109494,0.015863895,0.000057927315,0.0000199455,0.01779538],"study_design_scores_gemma":[0.17719865,0.0001867624,0.49644285,0.00015134871,0.00007294356,0.0000031549337,0.00028538232,0.3250846,0.00025333054,0.00012139528,0.000028509216,0.00017106421],"about_ca_topic_score_codex":0.007859112,"about_ca_topic_score_gemma":0.048932906,"teacher_disagreement_score":0.1430676,"about_ca_system_score_codex":0.00022648886,"about_ca_system_score_gemma":0.00014821046,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W3210237612","doi":"10.1016/j.brs.2021.10.389","title":"Rapid relief of severe freezing of gait after accelerated high-dose magnetic stimulations","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Gait; Physical medicine and rehabilitation; Medicine","score_opus":0.03528553661147986,"score_gpt":0.27333854857197537,"score_spread":0.2380530119604955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210237612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80534244,0.0025414808,0.00023681314,0.1873146,0.0003589828,0.0019444656,0.00039425658,0.0001129395,0.0017540355],"genre_scores_gemma":[0.89079607,0.00005669941,0.0010899209,0.1026397,0.00030607983,0.000044150504,0.00285188,0.00006104779,0.0021544572],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980278,0.0001527623,0.0006483675,0.00046329267,0.00045932079,0.00024843155],"domain_scores_gemma":[0.9983,0.00050067087,0.00031938235,0.00049403304,0.00033054943,0.000055365745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000072283845,0.00031195825,0.00070508866,0.00022781239,0.000041210686,0.000015250633,0.00008225917,0.0006017712,0.0024612325],"category_scores_gemma":[0.00027299963,0.00027532876,0.0002209732,0.0003827767,0.000082111736,0.000068310736,0.00006021293,0.00053734705,0.00001800083],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027613554,0.002377399,0.04102444,0.0031079708,0.0011329385,0.002950831,0.00048178984,0.014887154,0.010370306,0.00007714111,0.88546056,0.03536813],"study_design_scores_gemma":[0.01381072,0.0033615006,0.9346232,0.001249175,0.0016756073,0.000036330053,0.000016943668,0.006686464,0.0005504285,0.0027823702,0.034400657,0.0008066127],"about_ca_topic_score_codex":0.000077339384,"about_ca_topic_score_gemma":0.000004158916,"teacher_disagreement_score":0.89359874,"about_ca_system_score_codex":0.000040306022,"about_ca_system_score_gemma":0.00009953843,"threshold_uncertainty_score":0.9999699},"labels":[],"label_agreement":null},{"id":"W3210913841","doi":"10.1016/j.brs.2021.10.390","title":"Administration of 4 mA tDCS to a person with progressive supranuclear palsy leads to improved walking speed","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Baycrest Hospital; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Progressive supranuclear palsy; Transcranial direct-current stimulation; Physical medicine and rehabilitation; Psychology; Dysarthria; Gait; Parkinson's disease; Audiology; Medicine; Neuroscience; Stimulation; Disease; Internal medicine","score_opus":0.04904123128406428,"score_gpt":0.2989650758413926,"score_spread":0.2499238445573283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210913841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5927534,0.000066331995,0.0057492955,0.3949636,0.00055260916,0.004371667,0.00022102172,0.00027954625,0.0010425362],"genre_scores_gemma":[0.8683914,0.0000014816802,0.0047173714,0.12460561,0.0008645398,0.000074701464,0.000118573655,0.00011525991,0.0011110641],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964683,0.00032117657,0.0006076275,0.0011071094,0.0009950809,0.0005006719],"domain_scores_gemma":[0.9974252,0.0011181704,0.00040456216,0.00053145434,0.00040128033,0.00011934171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019535563,0.00050416903,0.00066887273,0.00038237977,0.00019814965,0.0001648984,0.00028772917,0.00039054643,0.00024421667],"category_scores_gemma":[0.0015369947,0.00048375296,0.00014351515,0.0009958701,0.00012063172,0.00017964037,0.00006603423,0.0005378127,0.000053064457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026856211,0.00020312477,0.00055835035,0.00072779483,0.000070876915,0.00059976213,0.0074093,0.009747865,0.89099365,0.00010041003,0.07730318,0.009600071],"study_design_scores_gemma":[0.026367165,0.034021225,0.30487016,0.0083968565,0.0019829804,0.000733585,0.0024858601,0.065158814,0.18631154,0.00037409263,0.35807836,0.011219362],"about_ca_topic_score_codex":0.000028112272,"about_ca_topic_score_gemma":0.00002344206,"teacher_disagreement_score":0.7046821,"about_ca_system_score_codex":0.00010701695,"about_ca_system_score_gemma":0.0001690953,"threshold_uncertainty_score":0.9997614},"labels":[],"label_agreement":null},{"id":"W3212093755","doi":"10.1016/j.brs.2021.11.006","title":"Deep brain stimulation effect on anterior pallidum reduces motor impulsivity in Parkinson's disease","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Drug Abuse","keywords":"Deep brain stimulation; Impulsivity; Parkinson's disease; Stimulation; Physical medicine and rehabilitation; Medicine; Neuroscience; Brain stimulation; Psychology; Motor symptoms; Disease; Psychiatry; Internal medicine","score_opus":0.015566447710011295,"score_gpt":0.2983219809711363,"score_spread":0.282755533261125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212093755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933559,0.00027170847,0.0004316506,0.004624918,0.00013707786,0.00086370634,0.000014909834,0.00007734474,0.000222808],"genre_scores_gemma":[0.9963332,0.000014520845,0.00017703038,0.002755155,0.00009379658,0.00005748998,0.0002579907,0.000025552314,0.0002852543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833107,0.00030138323,0.00028018237,0.00052109873,0.00030410988,0.00026212804],"domain_scores_gemma":[0.99869174,0.00071780937,0.00008871366,0.00027330726,0.000048545524,0.00017987446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019076891,0.00022296593,0.0003303333,0.000125899,0.000081977836,0.00003591076,0.000044676992,0.00010559737,0.00014961287],"category_scores_gemma":[0.0012817493,0.00018732375,0.00013610147,0.00028605358,0.000033167642,0.00011218669,0.000033382203,0.00015514145,0.000040668718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051519424,0.001543928,0.81263256,0.00014075404,0.00006261046,0.0012055758,0.00013969695,0.011701826,0.027696151,0.00006222815,0.00036002003,0.13930273],"study_design_scores_gemma":[0.0044407123,0.0011602312,0.9372866,0.00012577766,0.000048338945,0.0000026122664,0.0000065751483,0.054933526,0.0006666872,0.00081485836,0.00036541742,0.00014866136],"about_ca_topic_score_codex":0.000014970749,"about_ca_topic_score_gemma":0.000023340286,"teacher_disagreement_score":0.13915408,"about_ca_system_score_codex":0.00008708326,"about_ca_system_score_gemma":0.000046297617,"threshold_uncertainty_score":0.76388407},"labels":[],"label_agreement":null},{"id":"W3213985241","doi":"10.1016/j.brs.2021.11.007","title":"Accelerated intermittent theta-burst stimulation broadly ameliorates symptoms and cognition in Alzheimer's disease: A randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Anhui Medical University; National Natural Science Foundation of China","keywords":"Dorsolateral prefrontal cortex; Randomized controlled trial; Neuropsychology; Medicine; Stimulation; Prefrontal cortex; Alzheimer's disease; Psychology; Cognition; Internal medicine; Physical therapy; Disease; Psychiatry","score_opus":0.04907752648610188,"score_gpt":0.31567395225967365,"score_spread":0.2665964257735718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213985241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98810965,0.00094238645,0.0017832613,0.0017483827,0.00053257396,0.006120139,0.00003131158,0.00019076526,0.0005415505],"genre_scores_gemma":[0.9981444,0.00007252236,0.000107206375,0.0006035314,0.00015393284,0.0006283396,0.00009615727,0.000038305527,0.00015562023],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99561137,0.0015628298,0.001137393,0.00078049453,0.0005729315,0.0003349875],"domain_scores_gemma":[0.993211,0.0057464666,0.00036773825,0.0002577666,0.00027260542,0.0001444385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007524021,0.00037649315,0.0011726886,0.00033080752,0.00023129278,0.00025573673,0.00010581124,0.0001280997,0.00022136288],"category_scores_gemma":[0.0058686403,0.00033203184,0.0002531538,0.00068806583,0.000261326,0.00044982976,0.00006588688,0.00018780859,0.000026718428],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9211306,0.000489225,0.00076568744,0.000022100436,0.00013704645,0.00005415364,0.0005557961,0.028818805,0.03945963,0.0014987981,0.000039695584,0.0070284656],"study_design_scores_gemma":[0.7523383,0.00013380953,0.050476644,0.00009019243,0.0004440381,0.000004405726,0.000033814325,0.19172665,0.0005899876,0.003825916,0.000020848474,0.00031539446],"about_ca_topic_score_codex":0.000017650947,"about_ca_topic_score_gemma":0.000013591701,"teacher_disagreement_score":0.1687923,"about_ca_system_score_codex":0.000045437922,"about_ca_system_score_gemma":0.00010721402,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W3214756607","doi":"10.1016/j.brs.2021.10.406","title":"A comparison of symptom-specific resting state functional connectivity biomarkers of 10 Hz and iTBS-rTMS in treatment-resistant depression","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Depression (economics); Resting state fMRI; Functional connectivity; Neuroscience; Medicine; Psychology","score_opus":0.08503475566457108,"score_gpt":0.32819467070615405,"score_spread":0.24315991504158296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214756607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968654,0.00044018944,0.0012258441,0.00046748138,0.00013129879,0.00026921407,0.000045342444,0.000033383116,0.00052185945],"genre_scores_gemma":[0.99940175,0.000021352784,0.00031224807,0.000045324672,0.00002323843,0.000017402765,0.000016837843,0.000014176902,0.00014765534],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99810755,0.00037047444,0.00044663687,0.000539923,0.00035434525,0.0001810445],"domain_scores_gemma":[0.987872,0.011460162,0.00027834813,0.00020730215,0.00013960064,0.00004257934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323035,0.00016666051,0.00035982527,0.00020116483,0.00014720741,0.00002071906,0.000046639412,0.000060671322,0.000052082665],"category_scores_gemma":[0.0063055996,0.00016338628,0.000060552058,0.000556043,0.00016371999,0.00020402412,0.00008175863,0.000076772965,0.00000233695],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088836066,0.0003364909,0.22232324,0.000048297057,0.000023664941,0.000008598396,0.0004819255,0.01629643,0.74915093,0.00029231264,0.00028977604,0.00985999],"study_design_scores_gemma":[0.0018622861,0.0002238943,0.71830195,0.000108405766,0.000011696443,0.000006091163,0.00016884893,0.028846052,0.24919721,0.0007287521,0.0004024148,0.00014237003],"about_ca_topic_score_codex":0.00007890953,"about_ca_topic_score_gemma":0.00019838412,"teacher_disagreement_score":0.4999537,"about_ca_system_score_codex":0.00012551498,"about_ca_system_score_gemma":0.00007914765,"threshold_uncertainty_score":0.7548847},"labels":[],"label_agreement":null},{"id":"W3215017765","doi":"10.1016/j.brs.2021.10.267","title":"Variability in TMS-EEG response can partially be described by the phase of ongoing brain oscillation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Oscillation (cell signaling); Electroencephalography; Phase (matter); Neuroscience; Psychology; Audiology; Medicine; Physics; Biology","score_opus":0.050041498037711046,"score_gpt":0.31481725579163894,"score_spread":0.2647757577539279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215017765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97451335,0.0000075320154,0.00712865,0.017494775,0.0002070256,0.00038453445,0.00007320119,0.000040882707,0.0001500545],"genre_scores_gemma":[0.99714476,0.0000017987884,0.00010612705,0.0022674114,0.000029387249,0.000013952241,0.0000623727,0.000015502059,0.00035866673],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99657536,0.0019282491,0.0004567123,0.00044905447,0.0003658695,0.00022476302],"domain_scores_gemma":[0.9940283,0.0052724676,0.00018830474,0.00036236146,0.00009710754,0.000051461626],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022628417,0.00013683763,0.00017177798,0.00008384592,0.00016235592,0.000062207815,0.0001232945,0.000085832755,0.000060700575],"category_scores_gemma":[0.014071686,0.000119153796,0.00006493518,0.0007470045,0.00009177749,0.00020894158,0.000057420064,0.0001609229,0.0000022137342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006436717,0.00016365487,0.0021927047,0.000011583897,0.0000022187535,0.000006821745,0.0004405162,0.014029818,0.97453016,0.0010275837,0.0006163325,0.006334944],"study_design_scores_gemma":[0.0038605754,0.00027846466,0.09796796,0.00004618816,0.000015194492,0.000016884593,0.00008655045,0.761335,0.12973425,0.0030389111,0.0033291944,0.0002908291],"about_ca_topic_score_codex":0.00008466909,"about_ca_topic_score_gemma":0.0002939922,"teacher_disagreement_score":0.8447959,"about_ca_system_score_codex":0.00012408025,"about_ca_system_score_gemma":0.00015144596,"threshold_uncertainty_score":0.9942332},"labels":[],"label_agreement":null},{"id":"W3215121165","doi":"10.1016/j.brs.2021.10.201","title":"Effect of E-field based sgACC connectivity on rTMS outcome in the THREE-D trial","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Centre for Addiction and Mental Health","funders":"","keywords":"Outcome (game theory); Medicine; Field (mathematics); Psychology; Neuroscience; Mathematics","score_opus":0.021978723496667546,"score_gpt":0.334561020880709,"score_spread":0.3125822973840414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215121165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695633,0.000011174655,0.024479588,0.0044527696,0.00019808456,0.00072942127,0.000006225174,0.000032101372,0.00052731787],"genre_scores_gemma":[0.99790275,2.0513572e-7,0.0009510057,0.00091566093,0.000087542656,0.00009658586,0.000019743322,0.0000070628585,0.000019429615],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983894,0.00050659623,0.00031098485,0.0002495567,0.00038239898,0.00016102138],"domain_scores_gemma":[0.9916654,0.007769035,0.000115375435,0.0003812617,0.000042474163,0.00002642241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984138,0.000099060155,0.00020399383,0.00005753102,0.00007056697,0.00002745903,0.00019169459,0.000099381374,0.00020243954],"category_scores_gemma":[0.0016264159,0.00006833706,0.00006815298,0.00044591422,0.000055323315,0.000053109758,0.000024411554,0.000117028074,0.00003158713],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009587207,0.00070553494,0.021290531,0.00009766009,0.000008785731,0.000011459648,0.00015319024,0.0021061767,0.93311596,0.012365142,0.0013676984,0.019190643],"study_design_scores_gemma":[0.023722636,0.002614202,0.040552948,0.00005416989,0.0000317055,0.0000024325404,0.000007572679,0.014169409,0.9137799,0.004322674,0.0005291541,0.00021318448],"about_ca_topic_score_codex":0.000041472555,"about_ca_topic_score_gemma":0.000068779715,"teacher_disagreement_score":0.028339447,"about_ca_system_score_codex":0.000045717323,"about_ca_system_score_gemma":0.00005474648,"threshold_uncertainty_score":0.27867046},"labels":[],"label_agreement":null},{"id":"W3215140403","doi":"10.1016/j.brs.2021.10.289","title":"The role of overlap and distribution of robotic TMS motor maps in children's hand function","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Hemispheric Asymmetry in Neuroscience","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Primary motor cortex; Motor cortex; Wrist; Jaccard index; Physical medicine and rehabilitation; Psychology; Anatomy; Medicine; Neuroscience; Pattern recognition (psychology); Stimulation; Cognitive psychology","score_opus":0.009292925255828864,"score_gpt":0.23466301215707366,"score_spread":0.2253700869012448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215140403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99400014,0.000087069944,0.0053530945,0.00012994907,0.00010321564,0.00018124389,0.000020839412,0.000010042834,0.00011439429],"genre_scores_gemma":[0.9997608,0.000014921932,0.0000518989,0.0000477502,0.00001668819,0.0000043243404,0.000011641627,0.0000055281666,0.000086413296],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99897766,0.00014090845,0.0002423679,0.00024796688,0.00025822833,0.00013284676],"domain_scores_gemma":[0.9989877,0.00061507005,0.00013659548,0.00018395476,0.000047329526,0.0000293534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020588898,0.000072324736,0.000104999446,0.000022625067,0.000115815266,0.00003293497,0.00008351794,0.000043353877,0.000004239735],"category_scores_gemma":[0.0024575265,0.000062262225,0.000025308578,0.00052350183,0.00019427639,0.00015988393,0.00005427153,0.000075135,0.0000010645563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034767974,0.000044525194,0.080218926,0.0000073880483,0.0000010247417,5.965954e-7,0.000041487805,0.007857093,0.90248483,0.00216992,0.0000147059,0.0071247113],"study_design_scores_gemma":[0.00031112533,0.00006568791,0.71149737,0.000017301376,0.0000050929984,0.0000085391075,0.000036788446,0.05262575,0.23357455,0.0016583047,0.00014120861,0.00005830497],"about_ca_topic_score_codex":0.000017663873,"about_ca_topic_score_gemma":0.000003448835,"teacher_disagreement_score":0.6689103,"about_ca_system_score_codex":0.00002728585,"about_ca_system_score_gemma":0.000040562387,"threshold_uncertainty_score":0.29420665},"labels":[],"label_agreement":null},{"id":"W3215165367","doi":"10.1016/j.brs.2021.10.297","title":"Repetitive Transcranial Magnetic Stimulation Improves Neuropsychiatric Manifestations in Adult-onset Leukoencephalopathy with Axonal Spheroids and Pigmented Glia","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Montreal Children's Hospital","funders":"","keywords":"Leukoencephalopathy; Transcranial magnetic stimulation; Neuroscience; Stimulation; Medicine; Leukodystrophy; Deep brain stimulation; Spheroid; Pathology; Magnetic resonance imaging; Psychology; Biology; Radiology","score_opus":0.012716277672262074,"score_gpt":0.23654972436690072,"score_spread":0.22383344669463864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215165367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99060196,0.000024598547,0.007856439,0.00047225656,0.00021447783,0.0005282347,0.000050690094,0.0000890693,0.00016229144],"genre_scores_gemma":[0.99737847,0.00003817019,0.0012713771,0.0009938645,0.000058879086,0.000033052624,0.00003069031,0.000043008837,0.00015250531],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9976167,0.0004120153,0.00040460404,0.00081590615,0.0004378322,0.00031294534],"domain_scores_gemma":[0.9987064,0.0007096536,0.00012916795,0.00021998584,0.00012468803,0.000110091205],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010852418,0.00025620143,0.00020037105,0.0001892962,0.00021314796,0.0001064493,0.00009449453,0.00006856958,0.00008427997],"category_scores_gemma":[0.00055164204,0.0002572581,0.000045850848,0.0008105235,0.000088379355,0.00032790232,0.000034327288,0.00015395682,0.000012445507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005003726,0.00028600794,0.009371099,0.00004423312,0.0000027895658,0.00050959876,0.00035689396,0.0071948487,0.97641426,0.0022669043,0.000018594772,0.0030343852],"study_design_scores_gemma":[0.0047769896,0.0014349321,0.7237701,0.000084292864,0.0000671759,0.0005865836,0.00013498783,0.14226691,0.12568358,0.00065222173,0.000039172344,0.0005030671],"about_ca_topic_score_codex":0.000020754573,"about_ca_topic_score_gemma":0.00012859181,"teacher_disagreement_score":0.8507307,"about_ca_system_score_codex":0.00003450669,"about_ca_system_score_gemma":0.0001121521,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W3215180599","doi":"10.1016/j.brs.2021.10.163","title":"Repetitive transcranial magnetic stimulation for major depressive disorder comorbid with huntington’s disease: a case report","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Transcranial magnetic stimulation; Huntington's disease; Deep transcranial magnetic stimulation; Neuroscience; Major depressive disorder; Medicine; Stimulation; Psychiatry; Psychology; Physical medicine and rehabilitation; Disease; Clinical psychology; Internal medicine; Cognition","score_opus":0.024187880564603723,"score_gpt":0.2899215251114969,"score_spread":0.26573364454689313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215180599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8302484,0.00025179828,0.16347335,0.0021200858,0.00033393665,0.002103667,0.0002291221,0.0002785969,0.0009610368],"genre_scores_gemma":[0.99298954,0.0000050328485,0.0037666282,0.00046636388,0.00022351724,0.00036254292,0.00014897816,0.000082042556,0.0019553313],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9968626,0.00025743205,0.00065804174,0.0011505844,0.00060714694,0.00046421777],"domain_scores_gemma":[0.99633276,0.0021721458,0.00027793017,0.000547632,0.00047517382,0.0001943357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021846552,0.00037908318,0.00037839977,0.0001513491,0.0006911579,0.00014585057,0.000117894524,0.0001082401,0.0004212238],"category_scores_gemma":[0.0023138046,0.0003737828,0.00017105344,0.0006424149,0.00020458197,0.0003203761,0.00004001884,0.0001551918,0.000016115993],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016769197,0.0037853885,0.088187054,0.0013216296,0.00032290613,0.12200546,0.012819009,0.3833349,0.2682413,0.022388844,0.0015289668,0.07929537],"study_design_scores_gemma":[0.037682626,0.0016383483,0.7406146,0.00040622058,0.0014080454,0.011201327,0.00077765266,0.18364173,0.008618346,0.0044398117,0.007170695,0.0024005726],"about_ca_topic_score_codex":0.00009441624,"about_ca_topic_score_gemma":0.00018034843,"teacher_disagreement_score":0.65242755,"about_ca_system_score_codex":0.000063262436,"about_ca_system_score_gemma":0.00017109292,"threshold_uncertainty_score":0.99987143},"labels":[],"label_agreement":null},{"id":"W3215183283","doi":"10.1016/j.brs.2021.10.562","title":"Startle Reduces the TMS-Induced Reaction Time Delay in a Single Limb of a Bimanual Movement","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Movement (music); Physical medicine and rehabilitation; Startle response; Neuroscience; Psychology; Medicine; Physics; Acoustics","score_opus":0.01772672497291263,"score_gpt":0.23340696946855352,"score_spread":0.21568024449564088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215183283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99699944,0.00011728248,0.00045195658,0.0005749142,0.00007159607,0.00012729503,0.0000016898542,0.000058731144,0.0015970807],"genre_scores_gemma":[0.99955434,0.000010922771,0.00019890953,0.000082273444,0.000034194873,0.000013810265,0.000019101011,0.000010100813,0.000076345634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99946123,0.00003427348,0.0001848825,0.000097467135,0.00011175841,0.00011038534],"domain_scores_gemma":[0.99965876,0.00013005524,0.000037704347,0.000106098705,0.00005393261,0.000013452316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012213769,0.000072830604,0.0000964347,0.0000953287,0.000038611433,0.0000127213825,0.000033927125,0.000035154553,0.000019629088],"category_scores_gemma":[0.00006586521,0.00006499036,0.00003710283,0.0003816533,0.00001316368,0.00010270153,0.000011708501,0.000067503315,0.0000022677089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012664159,0.000049974697,0.00016015331,0.000010316952,0.00003023158,8.1377215e-7,0.00059804163,0.00649959,0.9717358,0.00006598933,0.00065654196,0.02017989],"study_design_scores_gemma":[0.001047041,0.00020851324,0.35029697,0.00007976426,0.000024556057,0.0000031385316,0.00061362464,0.106347874,0.53675413,0.0011429082,0.0031934883,0.00028795048],"about_ca_topic_score_codex":0.00001986633,"about_ca_topic_score_gemma":0.000032172684,"teacher_disagreement_score":0.43498164,"about_ca_system_score_codex":0.000056238645,"about_ca_system_score_gemma":0.000012105474,"threshold_uncertainty_score":0.265023},"labels":[],"label_agreement":null},{"id":"W3215320912","doi":"10.1016/j.brs.2021.10.021","title":"Influence of different transcranial magnetic stimulation current directions on the corticomotor control of lumbar erector spinae muscles during a static task","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université Laval","funders":"","keywords":"Transcranial magnetic stimulation; Erector spinae muscles; Lumbar; Physical medicine and rehabilitation; Task (project management); Medicine; Stimulation; Neuroscience; Psychology; Anatomy; Engineering","score_opus":0.024120214777211973,"score_gpt":0.2727153907097841,"score_spread":0.24859517593257216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215320912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99230105,0.00020373479,0.0050037694,0.000759473,0.0002659319,0.0011851913,0.00014696295,0.000082238876,0.000051644372],"genre_scores_gemma":[0.99952424,0.0000676159,0.00007612181,0.000116021525,0.00006548752,0.00007949036,0.0000073720153,0.00003054155,0.000033120454],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99707633,0.00053022313,0.0008672869,0.0004948416,0.0007407587,0.00029055774],"domain_scores_gemma":[0.9964278,0.0024337447,0.0003481245,0.00042022753,0.0002935563,0.000076570854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015683065,0.00028630154,0.00044814745,0.00017845604,0.00027539593,0.000034811423,0.00018158657,0.00006903172,0.00016803264],"category_scores_gemma":[0.0023029845,0.00023653901,0.00017881126,0.0006315998,0.00026290823,0.00014759589,0.00002945207,0.00019663603,0.000009945089],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002716904,0.00040138088,0.0049400628,0.00013605929,0.000015278945,0.000003013062,0.0008299558,0.16997103,0.81825584,0.0011891185,0.0000058058517,0.0039807805],"study_design_scores_gemma":[0.0032569554,0.0004189198,0.9215003,0.00019839496,0.0001139606,0.000003529424,0.00003375028,0.04615035,0.027430689,0.0006421236,0.000042509157,0.00020847515],"about_ca_topic_score_codex":0.000026809708,"about_ca_topic_score_gemma":0.000028448958,"teacher_disagreement_score":0.9165603,"about_ca_system_score_codex":0.00006440162,"about_ca_system_score_gemma":0.00006815516,"threshold_uncertainty_score":0.9645781},"labels":[],"label_agreement":null},{"id":"W3215392718","doi":"10.1016/j.brs.2021.10.245","title":"Modulation of cortical oscillations using 10hz near-infrared transcranial and intranasal photobiomodulation: a randomized sham-controlled crossover study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mental Health Research Canada; Centre for Addiction and Mental Health","funders":"","keywords":"Stimulation; Resting state fMRI; Crossover study; Duty cycle; Medicine; Alpha (finance); Audiology; Anesthesia; Psychology; Neuroscience; Internal medicine; Physics; Surgery; Placebo","score_opus":0.02342406490294779,"score_gpt":0.3351216482774145,"score_spread":0.3116975833744667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215392718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9100346,0.00008312947,0.086059086,0.0005281854,0.00014020548,0.0026835336,0.000016578539,0.000051002546,0.00040366017],"genre_scores_gemma":[0.9941683,0.000004899683,0.00486888,0.00013138937,0.0001814026,0.00007048626,0.0001877265,0.000021999494,0.0003649169],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977981,0.00029859142,0.0008940958,0.0003810017,0.00045553548,0.0001726615],"domain_scores_gemma":[0.99807894,0.00077813404,0.00021598989,0.00034504803,0.00045674713,0.00012514302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078031304,0.0001859408,0.0008639011,0.00011242907,0.000243372,0.00005001758,0.000041088988,0.00013894537,0.00030389114],"category_scores_gemma":[0.0011451268,0.00016775083,0.00017382129,0.000498683,0.00025774213,0.00017978915,0.000018703398,0.0001580733,0.0000019542374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.27206576,0.004462105,0.068393804,0.00049515715,0.002019613,0.00015814249,0.012107165,0.067122854,0.56311417,0.003527417,0.00026042157,0.006273371],"study_design_scores_gemma":[0.2655379,0.00013676472,0.14483945,0.00006432169,0.0007573426,0.00006915009,0.0002081252,0.5867083,0.00092626014,0.0005855598,0.000036306865,0.00013054383],"about_ca_topic_score_codex":0.000039556613,"about_ca_topic_score_gemma":0.0000126393315,"teacher_disagreement_score":0.5621879,"about_ca_system_score_codex":0.000062259845,"about_ca_system_score_gemma":0.00021064987,"threshold_uncertainty_score":0.684068},"labels":[],"label_agreement":null},{"id":"W3215490171","doi":"10.1016/j.brs.2021.10.022","title":"Prolonged intermittent theta burst stimulation in the treatment of major depressive disorder","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Université de Montréal","funders":"","keywords":"Tolerability; Major depressive disorder; Transcranial magnetic stimulation; Rating scale; Anxiety; Psychology; Stimulation; Depression (economics); Placebo; Medicine; Dorsolateral prefrontal cortex; Deep transcranial magnetic stimulation; Internal medicine; Anesthesia; Adverse effect; Psychiatry; Prefrontal cortex; Mood; Developmental psychology","score_opus":0.041754438855998895,"score_gpt":0.3076337884540221,"score_spread":0.26587934959802323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215490171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910992,0.00030159936,0.0039963066,0.002616695,0.00015386296,0.000985363,0.000022351349,0.00004087377,0.00078379543],"genre_scores_gemma":[0.99912053,0.00003362346,0.00018728127,0.00023777818,0.00005733819,0.00009882371,0.000022281463,0.000016624506,0.00022572062],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99816364,0.00042104823,0.00042754697,0.00040292376,0.00038389862,0.00020096159],"domain_scores_gemma":[0.9975947,0.0017748548,0.0001537628,0.00035140204,0.00009926821,0.000026012898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001313845,0.0001835268,0.00024067402,0.00011237894,0.00014095759,0.00004029183,0.00013998045,0.00006449211,0.000086854605],"category_scores_gemma":[0.000683765,0.00013359838,0.00010099122,0.00053518655,0.00010418072,0.00014061166,0.000022416625,0.00006955249,0.000013389315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009780475,0.0036560348,0.19812192,0.00008692357,0.000058734142,0.00010961005,0.027125765,0.32988063,0.33326903,0.005415926,0.00010833398,0.10118904],"study_design_scores_gemma":[0.004590828,0.00040762816,0.9434254,0.000032584456,0.00005230348,0.000009296695,0.00024701064,0.04274887,0.0058878097,0.0014944692,0.00093773537,0.00016602082],"about_ca_topic_score_codex":0.000052642266,"about_ca_topic_score_gemma":0.00013457441,"teacher_disagreement_score":0.7453035,"about_ca_system_score_codex":0.0000523761,"about_ca_system_score_gemma":0.00004212192,"threshold_uncertainty_score":0.5447984},"labels":[],"label_agreement":null},{"id":"W3215686733","doi":"10.1016/j.brs.2021.10.060","title":"The impulse noise of TMS inside a 3 T and 9.4 T MRI","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Electromagnetic coil; Transcranial magnetic stimulation; Acoustics; Magnetic field; Impulse (physics); Sound pressure; Scanner; Coil noise; Nuclear magnetic resonance; Magnetic resonance imaging; Noise (video); Search coil; Physics; Computer science; Optics; Magnetic flux; Rogowski coil; Stimulation","score_opus":0.015480787572726673,"score_gpt":0.32735243560470473,"score_spread":0.31187164803197803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215686733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62851197,0.0008816226,0.3494694,0.016703697,0.000032183558,0.00062356,0.000009889898,0.00009973008,0.0036679227],"genre_scores_gemma":[0.9738306,0.000107949105,0.025042709,0.00030293837,0.000033862067,0.000015681737,0.000020595411,0.0000065802533,0.00063912035],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99965864,0.000010750211,0.00011787228,0.00008924378,0.00006790637,0.000055583358],"domain_scores_gemma":[0.9995041,0.00016602919,0.00004285291,0.00017111168,0.00008769078,0.000028196637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000071517454,0.000038342438,0.000070682836,0.000014423688,0.00006250433,0.0000054683255,0.000015710251,0.000027098158,0.000009588445],"category_scores_gemma":[0.00014590377,0.000028140912,0.000020874142,0.00010972101,0.00003945821,0.000027906546,0.00002178288,0.000043473185,0.0000013149606],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001844612,0.00020473474,0.0134976925,0.00008625267,0.00002729612,0.000016191263,0.0005756225,0.0050273277,0.61054194,0.062102467,0.0061543207,0.30158168],"study_design_scores_gemma":[0.0026458576,0.00027282187,0.6209985,0.00019456656,0.0001078438,0.00013082041,0.00036857632,0.09493456,0.07168997,0.052790124,0.15561627,0.0002501153],"about_ca_topic_score_codex":0.000005508978,"about_ca_topic_score_gemma":0.00000564553,"teacher_disagreement_score":0.6075008,"about_ca_system_score_codex":0.000010328225,"about_ca_system_score_gemma":0.000027747916,"threshold_uncertainty_score":0.11475531},"labels":[],"label_agreement":null},{"id":"W3215712506","doi":"10.1016/j.brs.2021.10.452","title":"Predicting seizure response to VNS through connectomic profiling","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Profiling (computer programming); Medicine; Psychology; Computer science","score_opus":0.04774637259227133,"score_gpt":0.32643193993596226,"score_spread":0.27868556734369093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215712506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97150266,0.000020249045,0.021850081,0.0047804266,0.0004367346,0.00029271826,0.000017844597,0.00022333657,0.0008759654],"genre_scores_gemma":[0.98932344,6.885431e-7,0.0053167627,0.004075601,0.00018238298,0.000011748829,0.000008520358,0.000021187077,0.0010596681],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99834055,0.0004038595,0.00024934747,0.0005057033,0.0002470808,0.00025343298],"domain_scores_gemma":[0.9974677,0.002057249,0.00007231068,0.00026242767,0.00007535282,0.0000649699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035392988,0.00013213334,0.0001392025,0.000063160165,0.00019660778,0.00012638855,0.00015005123,0.000068032496,0.000058429847],"category_scores_gemma":[0.004306075,0.00013306801,0.00005011382,0.00041064716,0.000025925778,0.0002815443,0.000119963486,0.0001399557,0.00008482742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022944994,0.00003176297,0.001871163,0.000013894786,0.000003474884,0.000042768977,0.0019088598,0.036719028,0.95671093,0.0007368882,0.00074755616,0.0009842224],"study_design_scores_gemma":[0.0005721375,0.00011582616,0.0056552314,0.00008388342,0.0000055775936,0.000054782162,0.000182399,0.11108092,0.8768523,0.0007762151,0.0044274866,0.00019324788],"about_ca_topic_score_codex":0.00000623117,"about_ca_topic_score_gemma":0.0000052842743,"teacher_disagreement_score":0.07985864,"about_ca_system_score_codex":0.000054374832,"about_ca_system_score_gemma":0.00008592839,"threshold_uncertainty_score":0.5426356},"labels":[],"label_agreement":null},{"id":"W3215715914","doi":"10.1016/j.brs.2021.10.340","title":"p38 MAPK patterned EMF affects PC-12 neurite outgrowth after 2 days of treatment","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Microtubule and mitosis dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Neurite; Cell biology; MAPK/ERK pathway; p38 mitogen-activated protein kinases; Neuroscience; Chemistry; Biology; Signal transduction; Biochemistry; In vitro","score_opus":0.00902244343038356,"score_gpt":0.2447530372414431,"score_spread":0.23573059381105954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215715914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936376,0.00031069707,0.005123276,0.00016723992,0.000108875785,0.00018353188,0.000048366754,0.000009655858,0.000410719],"genre_scores_gemma":[0.9965634,0.000059100945,0.00046336086,0.00036703737,0.000142199,0.000022123639,0.00068027584,0.00002055732,0.001681999],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99926656,0.00007019897,0.00015708721,0.00028264403,0.000074997464,0.00014851057],"domain_scores_gemma":[0.9995039,0.00002386726,0.000068477355,0.00029850286,0.000060284907,0.000044963403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054087373,0.00013516263,0.00013817895,0.00003066702,0.00002685384,0.000015247395,0.000051393148,0.00011939394,0.000046327856],"category_scores_gemma":[0.000040161885,0.00013205399,0.000105989566,0.000053153344,0.000021334004,0.000004423085,0.000051520936,0.000030572675,0.000007480863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102728074,0.0001287577,0.027592063,0.000035128258,0.000057271252,0.000012114757,0.00011558168,0.000788469,0.9654813,0.00002894862,0.00062528177,0.005032356],"study_design_scores_gemma":[0.0021739448,0.0006653998,0.13941748,0.000042181433,0.00006879228,0.00001777349,0.00002878731,0.0032627904,0.838247,0.00008141951,0.01568151,0.00031292162],"about_ca_topic_score_codex":0.000017549855,"about_ca_topic_score_gemma":0.00010552929,"teacher_disagreement_score":0.12723431,"about_ca_system_score_codex":0.000024426732,"about_ca_system_score_gemma":0.000054110187,"threshold_uncertainty_score":0.53850055},"labels":[],"label_agreement":null},{"id":"W3215951176","doi":"10.1016/j.brs.2021.10.134","title":"Pharmacological mechanisms of focused ultrasound for human motor cortical plasticity","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Neuroscience; Transcranial magnetic stimulation; GABAA receptor; Psychology; Motor cortex; Glutamatergic; Stimulation; Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Medicine; Pharmacology; Glutamate receptor; Receptor; Internal medicine","score_opus":0.07928112661897332,"score_gpt":0.3438591743799223,"score_spread":0.26457804776094895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215951176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64393234,0.0000062541876,0.35471773,0.00027281008,0.00016585179,0.00048306675,0.0000733258,0.00007757296,0.00027106804],"genre_scores_gemma":[0.99293935,0.0000012857048,0.0062880307,0.00043585149,0.000079421974,0.000047599307,0.000011160474,0.000016628761,0.00018068698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984859,0.0001729596,0.00039961954,0.00039430324,0.00032259795,0.00022461223],"domain_scores_gemma":[0.99369574,0.0058563827,0.00010841223,0.000105088206,0.00016510328,0.00006930215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014282961,0.00014173983,0.00025077583,0.00005688113,0.0002454648,0.000025838714,0.000102200764,0.00008660679,0.00041447673],"category_scores_gemma":[0.0046767434,0.00013906971,0.000110664885,0.0002406223,0.00013109438,0.00008307452,0.000031329848,0.000095309406,0.000009726406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018995277,0.00018098026,0.00019277836,0.000021329375,0.0000098173305,0.0000040903024,0.00009214761,0.0023373489,0.95916927,0.03735689,0.0000910085,0.00035436786],"study_design_scores_gemma":[0.005202947,0.0007387064,0.15154685,0.000018563744,0.00012284768,0.00000912218,0.000029523644,0.034794923,0.76800966,0.039016157,0.0002384474,0.00027224777],"about_ca_topic_score_codex":0.000003294035,"about_ca_topic_score_gemma":0.000004014495,"teacher_disagreement_score":0.349007,"about_ca_system_score_codex":0.000027732882,"about_ca_system_score_gemma":0.000035362595,"threshold_uncertainty_score":0.5671098},"labels":[],"label_agreement":null},{"id":"W3216030351","doi":"10.1016/j.brs.2021.10.281","title":"Different effects of dopaminergic medications on subthalamic beta bursts and non-oscillatory fractal components in parkinson’s disease: a longitudinal study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; York University; Toronto Western Hospital","funders":"","keywords":"Subthalamic nucleus; Dopaminergic; Parkinson's disease; Local field potential; Deep brain stimulation; Levodopa; Beta Rhythm; BETA (programming language); Neuroscience; Medicine; Psychology; Dopamine; Internal medicine; Electroencephalography; Disease; Computer science","score_opus":0.02463841022014674,"score_gpt":0.2906118233286232,"score_spread":0.26597341310847644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216030351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997993,0.00032055078,0.00004746235,0.000762489,0.00006853127,0.0007336321,0.00000750177,0.000016069122,0.00005076064],"genre_scores_gemma":[0.99955565,0.00002762275,0.000015548061,0.00016885,0.0000211477,0.000043870194,0.0001110928,0.000011127108,0.000045103825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998925,0.000101447156,0.00022047173,0.00032824025,0.00029384348,0.00013103698],"domain_scores_gemma":[0.9991675,0.00039680096,0.00007383379,0.0002056499,0.000037018457,0.00011917849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054665503,0.00014002841,0.00028268888,0.000107635446,0.000043236014,0.0000073171996,0.00003067997,0.000044394066,0.000018824268],"category_scores_gemma":[0.00013582397,0.00011131866,0.000046409696,0.00015316143,0.000045105764,0.000034337638,0.00003752307,0.000101398975,0.0000030950343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002454687,0.0031196782,0.99299383,0.00008925381,0.00006003436,0.00032426647,0.00010486704,0.000098492965,0.0018422249,0.000027581333,0.000023915296,0.001070409],"study_design_scores_gemma":[0.005160985,0.0006444326,0.99055284,0.00012771119,0.00013176545,0.000002109224,0.00001645429,0.002969261,0.000107189844,0.00020137154,0.0000089038085,0.00007698884],"about_ca_topic_score_codex":0.000026691272,"about_ca_topic_score_gemma":0.000027032725,"teacher_disagreement_score":0.0049155164,"about_ca_system_score_codex":0.000038028877,"about_ca_system_score_gemma":0.000025230423,"threshold_uncertainty_score":0.45394433},"labels":[],"label_agreement":null},{"id":"W3216078936","doi":"10.1016/j.brs.2021.10.166","title":"TMS Adaptable Auditory Control: a universal tool to mask TMS click","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Masking (illustration); Noise (video); Computer science; Transcranial magnetic stimulation; Auditory masking; Loudness; Speech recognition; Acoustics; Artificial intelligence; Computer vision; Physics; Psychology; Stimulation","score_opus":0.030269612207637842,"score_gpt":0.27172777631053047,"score_spread":0.24145816410289261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216078936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.832723,0.00009627042,0.14907233,0.0075185862,0.0017764518,0.00103891,0.00009550835,0.00046544606,0.0072134677],"genre_scores_gemma":[0.99072194,0.0000058432665,0.0019467172,0.0031941058,0.00037724923,0.000023101979,0.000007788853,0.00003140172,0.0036918763],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99798685,0.00021599839,0.00034277604,0.0006000898,0.00049601955,0.0003582361],"domain_scores_gemma":[0.9980293,0.0012662017,0.000084723215,0.00034512792,0.00015614193,0.000118540294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017897686,0.00020502655,0.00026498066,0.00012480824,0.00026790527,0.00008447227,0.00015371571,0.00009274746,0.0005353902],"category_scores_gemma":[0.0019060809,0.00022653789,0.00009564398,0.00065731665,0.00007220135,0.00026656897,0.000064577616,0.00012675648,0.00042168237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032840736,0.00011014868,0.0011865768,0.00001637203,0.000014667843,0.000060327377,0.0007711383,0.17502455,0.80416554,0.005253035,0.005736848,0.007332382],"study_design_scores_gemma":[0.010684911,0.0004913098,0.6199117,0.00007779046,0.0001041995,0.000027978584,0.0002829683,0.14636254,0.0062556784,0.0019396028,0.21285592,0.0010054222],"about_ca_topic_score_codex":0.000030344969,"about_ca_topic_score_gemma":0.00002583118,"teacher_disagreement_score":0.79790986,"about_ca_system_score_codex":0.00009613583,"about_ca_system_score_gemma":0.000107571,"threshold_uncertainty_score":0.9237947},"labels":[],"label_agreement":null},{"id":"W3216079554","doi":"10.1016/j.brs.2021.10.521","title":"Use of the Virtual Brain to target networks in treatment resistant depression","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Treatment-resistant depression; Neuroscience; Psychology; Medicine; Major depressive disorder; Cognition; Economics","score_opus":0.059773215677063604,"score_gpt":0.2890346269752971,"score_spread":0.22926141129823346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216079554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97992295,0.000044732114,0.0046866992,0.014263389,0.00035547803,0.00043795246,0.000024323874,0.000032340267,0.00023216062],"genre_scores_gemma":[0.9940584,0.00000300184,0.00036402667,0.004049416,0.000058589736,0.000027959712,0.0000053894573,0.000013285686,0.0014199669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9984755,0.00042513612,0.00023611366,0.00040711972,0.00028075732,0.00017536254],"domain_scores_gemma":[0.9904602,0.009037416,0.00008133935,0.00032680837,0.000056571185,0.000037653295],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00018002192,0.00012270748,0.00016184001,0.00007337319,0.0001481432,0.000030368617,0.0000854211,0.000055320274,0.000026214033],"category_scores_gemma":[0.016520798,0.00009275106,0.00006807561,0.000652329,0.000045741268,0.00015929533,0.00013821051,0.00007727406,0.0000049282708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000254011,0.0001540919,0.018583652,0.000003881866,0.0000062580907,0.00001908665,0.00040026795,0.7091937,0.26157066,0.0014157996,0.0038592604,0.004539332],"study_design_scores_gemma":[0.0011957707,0.00029550554,0.7060949,0.000119958466,0.0000100127145,0.000010218435,0.00007824313,0.12293868,0.14428064,0.0008305511,0.023902744,0.00024276024],"about_ca_topic_score_codex":0.000068128706,"about_ca_topic_score_gemma":0.0003574777,"teacher_disagreement_score":0.68751127,"about_ca_system_score_codex":0.0001587412,"about_ca_system_score_gemma":0.00006284442,"threshold_uncertainty_score":0.9917635},"labels":[],"label_agreement":null},{"id":"W3216210558","doi":"10.1016/j.brs.2021.10.042","title":"Investigating EEG biomarker specificity to combined rTMS with psychotherapy: Psychotherapy, rTMS or sham? A blinded prediction study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Psychology; Psychotherapist; Electroencephalography; Biomarker; Medicine; Psychiatry","score_opus":0.04294469474834478,"score_gpt":0.29320415153339796,"score_spread":0.2502594567850532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216210558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92777646,0.00006575478,0.068066,0.001262489,0.0002838843,0.001040907,0.000013077119,0.0006114462,0.00087999686],"genre_scores_gemma":[0.99579424,0.000029861529,0.0029023746,0.0007349588,0.000091460475,0.00013599268,0.00004238225,0.0000693532,0.00019936351],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984107,0.00010463555,0.00038938533,0.00042388283,0.00037243232,0.0002989858],"domain_scores_gemma":[0.99908704,0.00020515172,0.0000718031,0.00035230315,0.00016308935,0.000120630604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023759047,0.00027571406,0.00026926128,0.00026318975,0.00020546424,0.000111530906,0.0000978773,0.000084130064,0.00019611508],"category_scores_gemma":[0.00004922633,0.00024072787,0.000058528698,0.0015899241,0.000038196424,0.00021697296,0.0000051032093,0.00015711343,0.0000054306042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034220198,0.002611633,0.20354167,0.00023290211,0.0028887084,0.000035665675,0.02874817,0.11980628,0.26133227,0.0011482378,0.05190562,0.3243268],"study_design_scores_gemma":[0.004786249,0.0007927841,0.95655847,0.000086399734,0.00002838137,0.000005547559,0.0007103342,0.03199633,0.0010590523,0.00064655906,0.0029210674,0.00040884494],"about_ca_topic_score_codex":0.000012269582,"about_ca_topic_score_gemma":0.00024997524,"teacher_disagreement_score":0.75301677,"about_ca_system_score_codex":0.000060638326,"about_ca_system_score_gemma":0.000037693604,"threshold_uncertainty_score":0.9816597},"labels":[],"label_agreement":null},{"id":"W3216225098","doi":"10.1016/j.brs.2021.11.012","title":"Jargonaphasia as a disconnection syndrome: A study combining white matter electrical stimulation and disconnectome mapping","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Spatial Neglect and Hemispheric Dysfunction","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arcuate fasciculus; Disconnection; White matter; Fasciculus; Neuroscience; Psychology; Stimulation; Temporal lobe; Lateralization of brain function; Anatomy; Medicine; Tractography; Magnetic resonance imaging; Philosophy; Radiology; Epilepsy","score_opus":0.024219208358157017,"score_gpt":0.27814664959290414,"score_spread":0.25392744123474714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216225098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788846,0.000029467306,0.018214745,0.0006607184,0.00030009093,0.00065015035,0.0000022952406,0.000157432,0.0011005496],"genre_scores_gemma":[0.99783474,0.000003234395,0.00027186458,0.0007027559,0.000093232586,0.000050855233,0.00003278736,0.00003720961,0.0009733053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782985,0.0003143571,0.0003980433,0.0007247373,0.0004132097,0.00031980168],"domain_scores_gemma":[0.99882674,0.00058808224,0.00015928573,0.00024773655,0.000073214054,0.00010496762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020207824,0.0002335293,0.00027033393,0.0001613697,0.0004127153,0.0002519315,0.000076321165,0.00010188228,0.0005684077],"category_scores_gemma":[0.00081560126,0.0002427068,0.000060585113,0.0009915086,0.000041354895,0.0005853196,0.00007865659,0.00021363862,0.00010702207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035193167,0.0009216038,0.7152034,0.00005222013,0.000045206314,0.00022780575,0.004138157,0.016243529,0.2534964,0.0008341382,0.00043675862,0.008048853],"study_design_scores_gemma":[0.0023544463,0.0004551554,0.8611061,0.000048533337,0.000039692608,0.0003360613,0.00042132358,0.13114361,0.002281022,0.0013504592,0.00012098971,0.00034261143],"about_ca_topic_score_codex":0.000045402507,"about_ca_topic_score_gemma":0.000022299544,"teacher_disagreement_score":0.2512154,"about_ca_system_score_codex":0.00009969076,"about_ca_system_score_gemma":0.00005586301,"threshold_uncertainty_score":0.9897296},"labels":[],"label_agreement":null},{"id":"W3216300312","doi":"10.1016/j.brs.2021.10.413","title":"Modelling large-scale brain network dynamics underlying the TMS-EEG evoked response","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Electroencephalography; Dynamics (music); Neuroscience; Scale (ratio); Psychology; Physics","score_opus":0.06897834361646622,"score_gpt":0.30577550742152054,"score_spread":0.23679716380505433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216300312","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44357482,0.00013695106,0.47981182,0.07289451,0.00081553,0.00044394706,0.000033607907,0.00025115962,0.002037665],"genre_scores_gemma":[0.98349667,0.0000046907435,0.0015954451,0.010710823,0.00016054451,0.000029208772,0.000023832674,0.000041596228,0.0039371997],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99704504,0.0009665713,0.00031547432,0.0006763127,0.00052007573,0.0004765288],"domain_scores_gemma":[0.97128296,0.027895918,0.00013272937,0.00049018895,0.00013678281,0.00006144402],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016335602,0.00021503383,0.00021055808,0.000070425325,0.001206887,0.00015163592,0.00019934765,0.00010691952,0.00005393237],"category_scores_gemma":[0.012296566,0.0001937262,0.0001237567,0.000882843,0.0001037098,0.00029299923,0.00015899593,0.00030105753,0.00005391647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032438338,0.000051356088,0.00049772416,0.000009160655,0.000012435876,0.000016315847,0.00080711005,0.9696813,0.0121348845,0.010460077,0.005461125,0.000544096],"study_design_scores_gemma":[0.0005884898,0.000045757875,0.013084871,0.000033028613,0.000013332451,0.00001970031,0.00041625512,0.9613864,0.00025649692,0.015567117,0.00837093,0.0002176376],"about_ca_topic_score_codex":0.00001407658,"about_ca_topic_score_gemma":0.00017407905,"teacher_disagreement_score":0.5399219,"about_ca_system_score_codex":0.0002330707,"about_ca_system_score_gemma":0.0001320285,"threshold_uncertainty_score":0.9960233},"labels":[],"label_agreement":null},{"id":"W3216464276","doi":"10.1016/j.brs.2021.10.298","title":"A rodent model of acute vagus nerve stimulation for modulation of gastric function characterized by a gastric balloon","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gastroparesis; Gastric emptying; Medicine; Vagus nerve stimulation; Vagus nerve; Stomach; Gastric distension; Stimulation; Anesthesia; Neurostimulation; Internal medicine","score_opus":0.05842684607672151,"score_gpt":0.3193722185095984,"score_spread":0.2609453724328769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216464276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51046526,0.000019905736,0.48795035,0.0001376669,0.00008606808,0.0010151748,0.00020421628,0.00005330947,0.000068060166],"genre_scores_gemma":[0.99162513,0.000009831506,0.0062637073,0.00011160313,0.0000742191,0.00014630544,0.00085367914,0.000055868066,0.0008596737],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99646807,0.00034780597,0.0010064949,0.0007634672,0.0010025266,0.00041164187],"domain_scores_gemma":[0.9972615,0.00082038366,0.0006297848,0.00049070147,0.0006710421,0.00012653568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005474879,0.00028605395,0.00046640355,0.0004321006,0.0001692441,0.00005580364,0.00019895918,0.00020052322,0.00012894168],"category_scores_gemma":[0.0011342712,0.0003188187,0.00024813335,0.0014452481,0.00007564764,0.00066891627,0.000111464964,0.00016445882,0.000008518515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061013096,0.00018113486,0.0020828515,0.00006810477,0.000018893577,8.848796e-7,0.00004999694,0.43194565,0.56099045,0.00033631673,0.000116299496,0.0035992966],"study_design_scores_gemma":[0.0031950534,0.0003432573,0.033482842,0.000035526187,0.00010569003,0.000006643951,0.0000060785533,0.88153934,0.07951777,0.0015143714,0.000043696833,0.00020972131],"about_ca_topic_score_codex":0.000027281909,"about_ca_topic_score_gemma":0.0000037579696,"teacher_disagreement_score":0.48168665,"about_ca_system_score_codex":0.00016776608,"about_ca_system_score_gemma":0.00018552483,"threshold_uncertainty_score":0.9999264},"labels":[],"label_agreement":null},{"id":"W3216508654","doi":"10.1016/j.brs.2021.10.309","title":"Investigating the genesis of evoked responses by invasive electrophysiological recording and direct stimulation in the human brain","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Electrophysiology; Neuroscience; Stimulation; Brain stimulation; Electroencephalography; Psychology; Medicine","score_opus":0.055065713567120284,"score_gpt":0.3131913561805406,"score_spread":0.2581256426134203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216508654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950917,0.00010754933,0.00030883707,0.0039653974,0.000042178097,0.00027826193,0.000008256142,0.000030663283,0.00016718387],"genre_scores_gemma":[0.99752104,0.000009181898,0.00026606978,0.0019977747,0.00005449354,0.000015040757,0.000015173723,0.000010289599,0.00011094822],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9972447,0.0016150995,0.00033540235,0.00037471406,0.00024203694,0.00018803714],"domain_scores_gemma":[0.98974234,0.009782609,0.00017880171,0.00021993926,0.000050741317,0.000025545525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072060426,0.00013459883,0.00017892921,0.000068797555,0.00028890773,0.00009469113,0.00020121371,0.00006750906,0.000012341558],"category_scores_gemma":[0.006336142,0.00008704265,0.000044402128,0.00048801015,0.00016081809,0.00016994803,0.00008415755,0.00016404522,0.000001164734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027029731,0.000031778673,0.0075930697,0.000013749481,0.0000032197386,0.0000033595263,0.0015449846,0.0050463565,0.98286533,0.00046218312,0.00079043745,0.0016185051],"study_design_scores_gemma":[0.0007619579,0.00038583772,0.40014252,0.00012811893,0.000014897658,0.000019588286,0.00055821484,0.05658788,0.5320398,0.008923387,0.00018487684,0.00025286697],"about_ca_topic_score_codex":0.00008841717,"about_ca_topic_score_gemma":0.000026329619,"teacher_disagreement_score":0.45082548,"about_ca_system_score_codex":0.000025969312,"about_ca_system_score_gemma":0.000040495426,"threshold_uncertainty_score":0.7585411},"labels":[],"label_agreement":null},{"id":"W3216535181","doi":"10.1016/j.brs.2021.10.023","title":"Baseline rumination levels as a predictor of response to repetitive transcranial magnetic stimulation in major depressive disorder","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Rumination; Transcranial magnetic stimulation; Major depressive disorder; Psychology; Rating scale; Depression (economics); Dorsolateral prefrontal cortex; Internal medicine; Stimulation; Clinical psychology; Audiology; Prefrontal cortex; Medicine; Psychiatry; Cognition; Neuroscience; Developmental psychology","score_opus":0.02585410155270621,"score_gpt":0.30065146544835025,"score_spread":0.274797363895644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216535181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942644,0.00010422066,0.05158784,0.0034413466,0.00021343255,0.0012638507,0.0001932076,0.000094788826,0.00045732872],"genre_scores_gemma":[0.9964747,0.000005937741,0.0020081878,0.00055244495,0.0000788086,0.00009313644,0.00003374061,0.000042938267,0.0007101065],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99609977,0.0011148991,0.00086468266,0.00080853427,0.00077128084,0.0003408427],"domain_scores_gemma":[0.99455744,0.004350852,0.00019292702,0.00037382418,0.00040807345,0.00011686153],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006766359,0.0002855334,0.00039442457,0.0004760119,0.00015033143,0.00004361987,0.00016025365,0.00015146514,0.0007858286],"category_scores_gemma":[0.012512293,0.00032103262,0.000109248314,0.0014742804,0.000117789124,0.00032360424,0.000055716155,0.00016119031,0.000048932903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003991114,0.00032954296,0.008102293,0.00004699462,0.0000065651625,0.00004774401,0.0033394515,0.12314541,0.8520077,0.0008085231,0.000033088512,0.00814156],"study_design_scores_gemma":[0.008414847,0.00068202935,0.8963473,0.00015902026,0.000052671083,0.000013313933,0.00016413347,0.05543429,0.036626644,0.0013599084,0.00039953287,0.000346303],"about_ca_topic_score_codex":0.000076675205,"about_ca_topic_score_gemma":0.00014787632,"teacher_disagreement_score":0.888245,"about_ca_system_score_codex":0.00010231872,"about_ca_system_score_gemma":0.0002082941,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W3216613305","doi":"10.1016/j.brs.2021.10.241","title":"Improvement on a working memory task is more generalized and longer lasting when people with dementia practice this task with 4mA tDCS.","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Task (project management); Working memory; Dementia; Psychology; Cognitive psychology; Physical medicine and rehabilitation; Medicine; Neuroscience; Cognition; Engineering","score_opus":0.017318125720759102,"score_gpt":0.29876552380606886,"score_spread":0.2814473980853098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216613305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97683513,0.00031481133,0.006760686,0.009440299,0.000042030493,0.00097244175,0.0000063196335,0.00006115267,0.005567126],"genre_scores_gemma":[0.98274326,0.00002288223,0.008080225,0.0056666005,0.00013306046,0.000081897015,0.0001424448,0.000039819744,0.0030897842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796647,0.00012408369,0.00023839544,0.0005117375,0.0008103458,0.00034898013],"domain_scores_gemma":[0.9986995,0.00033354101,0.00014944414,0.00024915635,0.00042180598,0.0001465687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004425458,0.00021170334,0.00024719627,0.00012436435,0.0002069218,0.00012969755,0.000043512235,0.00006172045,0.0005982278],"category_scores_gemma":[0.00027296218,0.00016313349,0.00003860146,0.00030732076,0.000050933555,0.00023828143,0.00007440807,0.00021156788,0.000015743812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010162792,0.00210619,0.6182797,0.0007692112,0.0031541695,0.0012202401,0.021754846,0.0011912485,0.10512938,0.0002201857,0.0108047165,0.22520734],"study_design_scores_gemma":[0.036216237,0.0071374793,0.84633356,0.0022641753,0.0028050947,0.00042109212,0.0058410517,0.04518877,0.028741993,0.00013615866,0.023724098,0.0011903177],"about_ca_topic_score_codex":0.00009933833,"about_ca_topic_score_gemma":0.00006729802,"teacher_disagreement_score":0.22805387,"about_ca_system_score_codex":0.00007780837,"about_ca_system_score_gemma":0.0001732626,"threshold_uncertainty_score":0.6652391},"labels":[],"label_agreement":null},{"id":"W3216678454","doi":"10.1016/j.brs.2021.10.423","title":"Evidence for rTMS and TDCS in facilitating rehabilitation of spasticity post stroke","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences; Western University; Parkwood Institute","funders":"","keywords":"Spasticity; Physical medicine and rehabilitation; Rehabilitation; Stroke (engine); Psychology; Medicine; Neuroscience","score_opus":0.03255689693691931,"score_gpt":0.2843386109075831,"score_spread":0.2517817139706638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216678454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9352051,0.00032723256,0.06386846,0.00028146338,0.000036103498,0.00017755496,0.000015048364,0.000031615895,0.000057446585],"genre_scores_gemma":[0.9906638,0.000014460195,0.0092344405,0.000023475792,0.000012469295,0.00001980007,0.000012520867,0.000005723756,0.000013266185],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995214,0.000027271188,0.0001856537,0.00010400012,0.000074423806,0.00008726696],"domain_scores_gemma":[0.99740934,0.0023656916,0.00002663604,0.000059570142,0.00012462297,0.000014129458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017435497,0.000057352416,0.000101546626,0.00008986314,0.00002892195,0.000008576007,0.000016285567,0.000029850002,0.0000050784347],"category_scores_gemma":[0.0025847796,0.00006568513,0.000028332945,0.00017193425,0.000024066861,0.00015758896,0.0000076035935,0.000037832466,9.6445e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097954435,0.000051824867,0.11178103,0.0010060787,0.00004817901,5.109771e-7,0.0056440667,0.19957389,0.45691398,0.0015418177,0.00023109447,0.22310957],"study_design_scores_gemma":[0.00039193107,0.000090046735,0.8458124,0.00011945041,0.0000058134087,3.1005317e-7,0.00060369435,0.14940913,0.0028867365,0.0005543843,0.000049741364,0.00007634877],"about_ca_topic_score_codex":0.000013082613,"about_ca_topic_score_gemma":0.00006009574,"teacher_disagreement_score":0.7340314,"about_ca_system_score_codex":0.000024746723,"about_ca_system_score_gemma":0.000009422662,"threshold_uncertainty_score":0.30944094},"labels":[],"label_agreement":null},{"id":"W3216759090","doi":"10.1016/j.brs.2021.10.561","title":"MOSAICS: An open-source Python platform for brain stimulation mapping analysis","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Python (programming language); Open source; Computer science; Neuroscience; Programming language; Psychology; Software","score_opus":0.06559370715933105,"score_gpt":0.3441321027027244,"score_spread":0.2785383955433933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216759090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8208631,0.000065852786,0.17311652,0.0038681517,0.0000599278,0.0010699626,0.000031031683,0.00012292225,0.00080251624],"genre_scores_gemma":[0.98069805,0.000003359899,0.009401105,0.004696664,0.00009202907,0.000058600297,0.002817148,0.00003467442,0.0021983725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985103,0.000074902004,0.00038657978,0.0005316479,0.000244684,0.00025186792],"domain_scores_gemma":[0.9986373,0.00051006593,0.00014695649,0.00037570653,0.00018831762,0.00014166179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030467927,0.00018475801,0.0003962283,0.00018438621,0.00020711233,0.000115043134,0.00009447525,0.00014268383,0.00022770048],"category_scores_gemma":[0.0006421944,0.00016883758,0.00015857906,0.0007799069,0.000023093906,0.0003365418,0.000073374256,0.00009547341,0.000013490854],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026881828,0.0033155312,0.3348286,0.00021303198,0.0023397482,0.00015508557,0.0017040842,0.34353676,0.028021201,0.004111104,0.0063650124,0.27272168],"study_design_scores_gemma":[0.00584277,0.0007751637,0.42071986,0.000027414326,0.0006178978,0.0000049858695,0.00012649933,0.5568185,0.00030767478,0.0078107133,0.0067175142,0.00023099905],"about_ca_topic_score_codex":0.000051135645,"about_ca_topic_score_gemma":0.00006172205,"teacher_disagreement_score":0.27249068,"about_ca_system_score_codex":0.00006769188,"about_ca_system_score_gemma":0.0000560631,"threshold_uncertainty_score":0.6884996},"labels":[],"label_agreement":null},{"id":"W3216831055","doi":"10.1016/j.brs.2021.10.013","title":"Induction of human motor cortex plasticity by theta burst transcranial ultrasound stimulation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Krembil Foundation","funders":"","keywords":"Neuroscience; Transcranial alternating current stimulation; Plasticity; Stimulation; Motor cortex; Transcranial magnetic stimulation; Neuroplasticity; Psychology; Medicine; Materials science","score_opus":0.03841050321923346,"score_gpt":0.29454684162698297,"score_spread":0.2561363384077495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216831055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97477585,0.00005356356,0.022316959,0.00036336976,0.0003851733,0.00058724836,0.00018883697,0.00017111015,0.0011578836],"genre_scores_gemma":[0.9984916,0.000010635435,0.00035928687,0.0001732131,0.00017848407,0.000019103572,0.000106762454,0.000041918207,0.00061901245],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99722445,0.00031854797,0.0007308594,0.00067858805,0.0007334215,0.0003141039],"domain_scores_gemma":[0.99722373,0.0018574276,0.00027846597,0.0002825617,0.00026040454,0.000097430944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018680614,0.00029283264,0.00039312354,0.00015430037,0.0003923163,0.0000677625,0.00016261268,0.00018243682,0.0005332901],"category_scores_gemma":[0.0015359625,0.00031843953,0.00015225272,0.0006808573,0.00024409468,0.00038295126,0.000026162057,0.00020223767,0.000025491803],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018314672,0.00027178516,0.002023711,0.000036275607,0.000015352674,0.00000371242,0.0005489954,0.006995908,0.9873048,0.001511768,0.00025644983,0.00084806496],"study_design_scores_gemma":[0.005639758,0.0007781789,0.74212575,0.00007027165,0.00014893916,0.000027471504,0.00013128486,0.021253,0.22500083,0.003581419,0.00065370096,0.00058940885],"about_ca_topic_score_codex":0.00006330523,"about_ca_topic_score_gemma":0.000025408715,"teacher_disagreement_score":0.762304,"about_ca_system_score_codex":0.00007184377,"about_ca_system_score_gemma":0.00006153063,"threshold_uncertainty_score":0.99992675},"labels":[],"label_agreement":null},{"id":"W3217016034","doi":"10.1016/j.brs.2021.10.534","title":"Modulation of motor cortex excitability and plasticity using transcranial focused ultrasound","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Krembil Foundation","funders":"","keywords":"Neuroscience; Motor cortex; Neuroplasticity; Plasticity; Transcranial magnetic stimulation; Medicine; Psychology; Materials science; Stimulation","score_opus":0.01748518888335862,"score_gpt":0.23506457198950134,"score_spread":0.21757938310614272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217016034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8499354,0.000053270465,0.1496527,0.000022490336,0.000058530804,0.00010757868,0.000011760054,0.000062880456,0.00009537479],"genre_scores_gemma":[0.99772716,0.000006973311,0.0021842837,0.00001118639,0.00003779019,0.000002803067,0.000014928701,0.000010858577,0.00000400224],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99943376,0.000030631072,0.00019439831,0.00012663817,0.00011406686,0.000100529294],"domain_scores_gemma":[0.99949926,0.0002922043,0.000030759096,0.000070126,0.00008012166,0.000027534406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006467626,0.0000867625,0.00013500643,0.000059747803,0.00005936299,0.000013349691,0.000018404298,0.000051607378,0.00003055253],"category_scores_gemma":[0.00013616285,0.00009868596,0.000040039118,0.00021100808,0.00004049719,0.0001393382,0.000004252013,0.000050932485,1.08136085e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025557347,0.000023938344,0.010917792,0.00007616565,0.000039558512,3.2681274e-7,0.0003306173,0.044634346,0.93678653,0.00018756177,0.000010184292,0.0069674016],"study_design_scores_gemma":[0.00037747648,0.000017296445,0.72575045,0.000010256376,0.000012757,0.0000014225099,0.000020211466,0.27018195,0.0031445178,0.000397731,0.000015043802,0.00007090564],"about_ca_topic_score_codex":0.000013278614,"about_ca_topic_score_gemma":0.000016485339,"teacher_disagreement_score":0.933642,"about_ca_system_score_codex":0.0000280707,"about_ca_system_score_gemma":0.000011108831,"threshold_uncertainty_score":0.40242967},"labels":[],"label_agreement":null},{"id":"W3217150689","doi":"10.1016/j.brs.2021.10.118","title":"Adverse childhood experiences and repetitive transcranial magnetic stimulation outcomes for depression","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Medicine; Hamd; Rating scale; Internal medicine; Adverse effect; Major depressive disorder; Psychiatry; Psychology; Mood; Stimulation","score_opus":0.026156053806000324,"score_gpt":0.29294900867802587,"score_spread":0.26679295487202553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217150689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694982,0.000183413,0.02696052,0.001022683,0.0003899819,0.0010581517,0.000045699522,0.00017261606,0.0006687017],"genre_scores_gemma":[0.99495393,0.000018220559,0.0035901421,0.00071114494,0.000112394904,0.00018648153,0.000025033967,0.000031749845,0.00037091415],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978806,0.0001764839,0.00045252236,0.00077737804,0.00041245532,0.00030059132],"domain_scores_gemma":[0.99722713,0.0021602158,0.00012059727,0.00024156814,0.00015078954,0.0000996705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016024981,0.0002621844,0.00030994782,0.000119384844,0.00045073495,0.000068714915,0.000097622964,0.000115820854,0.00028003124],"category_scores_gemma":[0.0021659196,0.0002528962,0.00012244257,0.0003278302,0.00015804463,0.00036380312,0.0000389816,0.00009424488,0.000010059724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013372349,0.00096245453,0.098415524,0.00018332088,0.000046845114,0.00005717712,0.05205493,0.04267374,0.69430786,0.0057881135,0.0003104418,0.103862345],"study_design_scores_gemma":[0.006033673,0.00029847896,0.9510912,0.000052332503,0.000071423936,0.000018943325,0.0010927964,0.029590176,0.008789818,0.0019206714,0.0006439186,0.0003965904],"about_ca_topic_score_codex":0.000008810155,"about_ca_topic_score_gemma":0.000013975792,"teacher_disagreement_score":0.8526757,"about_ca_system_score_codex":0.000027066255,"about_ca_system_score_gemma":0.00005209539,"threshold_uncertainty_score":0.9999923},"labels":[],"label_agreement":null},{"id":"W3217234775","doi":"10.1016/j.brs.2021.10.033","title":"Identification of beta burst patterns underlying simultaneous transcranial alternating current stimulation","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transcranial alternating current stimulation; BETA (programming language); Burst suppression; Stimulation; Neuroscience; Electroencephalography; Physics; Amplitude; Motor cortex; Transcranial magnetic stimulation; Psychology; Computer science; Optics","score_opus":0.06732527971209722,"score_gpt":0.3458252081638882,"score_spread":0.27849992845179095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217234775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7534252,0.00005166369,0.24518825,0.00032342147,0.0006030935,0.00022797243,0.00004345852,0.0000830037,0.00005395428],"genre_scores_gemma":[0.9992077,0.000010766148,0.00031031526,0.00011467464,0.00016672116,0.0000062567606,0.000064707245,0.0000254262,0.00009345554],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99780405,0.00024345136,0.0006854074,0.00053496833,0.0005016583,0.00023046652],"domain_scores_gemma":[0.9976452,0.0014758337,0.0003552706,0.00028893485,0.00017634472,0.0000584207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026220875,0.00018035712,0.00020923579,0.00013153792,0.0001728527,0.00013415681,0.00020698794,0.00007187421,0.00005471072],"category_scores_gemma":[0.00075262756,0.00019599644,0.0001057293,0.00031895403,0.000044275228,0.00036602712,0.000047015455,0.00016231072,0.000015002766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002370477,0.00010970809,0.0020242524,0.00008036767,0.000005859059,0.000009731741,0.00076203566,0.30264944,0.6461315,0.00054991775,0.000010624549,0.04764281],"study_design_scores_gemma":[0.0006780082,0.000052231524,0.012263563,0.000122028716,0.000020354802,0.000011892164,0.000050643233,0.67914265,0.30672628,0.0006228901,0.00012845221,0.00018101225],"about_ca_topic_score_codex":0.000015391734,"about_ca_topic_score_gemma":0.000014174238,"teacher_disagreement_score":0.3764932,"about_ca_system_score_codex":0.00006138942,"about_ca_system_score_gemma":0.000046661025,"threshold_uncertainty_score":0.7992503},"labels":[],"label_agreement":null},{"id":"W3217350604","doi":"10.1016/j.brs.2021.10.153","title":"Effects of tDCS and HD-tDCS Enhanced Motor Learning on Robotic TMS Motor Maps in Children","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Psychology; Motor learning; Physical medicine and rehabilitation; Neuroscience; Audiology; Medicine","score_opus":0.0044760849414130005,"score_gpt":0.20425839581171823,"score_spread":0.19978231087030524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217350604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915874,0.0003062348,0.0074517634,0.00004724613,0.000057845795,0.0002311672,0.0000011201598,0.00008090776,0.00023632486],"genre_scores_gemma":[0.99941105,0.00006159984,0.00031882877,0.0000363127,0.000036556128,0.000016943217,0.000021845632,0.000016779404,0.00008008484],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993999,0.00004757252,0.00016042571,0.00014291228,0.00011191688,0.00013729442],"domain_scores_gemma":[0.99954224,0.00029461726,0.00003490393,0.00007366517,0.000028982957,0.0000255981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006674363,0.00010568248,0.00016753307,0.00014594845,0.00004011764,0.000012794274,0.000026461143,0.000054899097,0.0000067435867],"category_scores_gemma":[0.00022556997,0.000116256655,0.00003483099,0.0002672527,0.00001631981,0.000075817305,0.00001283765,0.00011930266,9.96406e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002978486,0.0000698319,0.029953351,0.0002181312,0.00010770114,0.0000020530524,0.00059183064,0.36495557,0.5559334,0.00024386213,0.00010108551,0.047793403],"study_design_scores_gemma":[0.0007198338,0.00009308731,0.94241387,0.00008117671,0.000010406406,7.38099e-7,0.000018801653,0.03003314,0.026387777,0.00009865105,0.000027140413,0.00011535993],"about_ca_topic_score_codex":0.000007409276,"about_ca_topic_score_gemma":0.0000040119758,"teacher_disagreement_score":0.91246057,"about_ca_system_score_codex":0.000029318257,"about_ca_system_score_gemma":0.0000058313813,"threshold_uncertainty_score":0.4740809},"labels":[],"label_agreement":null},{"id":"W3217385838","doi":"10.1016/j.brs.2021.10.349","title":"Modifying resting-state EEG microstates with pulsed near-infrared transcranial photobiomodulation: a randomized sham-controlled crossover study","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Ministate; Resting state fMRI; Default mode network; Electroencephalography; Neuroscience; Psychology; Medicine; Functional connectivity","score_opus":0.015009339278836641,"score_gpt":0.30385438018313055,"score_spread":0.2888450409042939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217385838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661075,0.00014310956,0.02611471,0.0011981025,0.00013994223,0.0048802495,0.00002381324,0.00017975879,0.0012128113],"genre_scores_gemma":[0.98899543,0.0000048313505,0.0033669632,0.0005635348,0.00014796593,0.00043373427,0.0004557763,0.000048252812,0.0059834877],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997408,0.00029662397,0.0008186009,0.00059412175,0.00055849756,0.00032416816],"domain_scores_gemma":[0.99753046,0.0009447829,0.00025707003,0.0005497777,0.000552036,0.00016587452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096485787,0.00029889692,0.0010245356,0.00010574605,0.00036565863,0.00015906354,0.000086132975,0.000103921775,0.000333351],"category_scores_gemma":[0.0010669465,0.00023429301,0.00019912767,0.00065659994,0.00020957996,0.0002078507,0.000021352816,0.0002409546,0.000019821573],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7177177,0.0032126515,0.020506442,0.000383255,0.0017801286,0.0011993117,0.014543189,0.036016557,0.19812961,0.00009470847,0.0010296353,0.0053868215],"study_design_scores_gemma":[0.79446745,0.00043100675,0.049989138,0.0002493587,0.00094062457,0.00021542485,0.00046872694,0.14601323,0.005970494,0.00048376882,0.00041236944,0.00035843503],"about_ca_topic_score_codex":0.00006714927,"about_ca_topic_score_gemma":0.00003405642,"teacher_disagreement_score":0.19215912,"about_ca_system_score_codex":0.000094369345,"about_ca_system_score_gemma":0.00031139186,"threshold_uncertainty_score":0.9554191},"labels":[],"label_agreement":null},{"id":"W3217612551","doi":"10.1016/j.brs.2021.10.557","title":"Hemodynamic changes in response to excitatory and inhibitory modulations by transcranial magnetic stimulation at the human sensorimotor cortex","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Excitatory postsynaptic potential; Inhibitory postsynaptic potential; Neuroscience; Stimulation; Haemodynamic response; Transcranial alternating current stimulation; Sensorimotor cortex; Medicine; Psychology; Internal medicine; Heart rate; Blood pressure","score_opus":0.022730128171539504,"score_gpt":0.281948666144388,"score_spread":0.2592185379728485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217612551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98927253,0.00022204962,0.0020383184,0.006668802,0.00023192915,0.0011388364,0.0001116584,0.00012007415,0.00019578812],"genre_scores_gemma":[0.99660057,0.000010938397,0.00025632023,0.0012138541,0.00010031672,0.00008767336,0.00003755961,0.000047771035,0.0016450076],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.996995,0.0008101677,0.00048873585,0.00078396325,0.00054819614,0.00037394062],"domain_scores_gemma":[0.99689233,0.0023853923,0.00010063367,0.0003814106,0.00011179313,0.00012843325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004550597,0.0002947811,0.00028576778,0.0002567868,0.0006029014,0.000087531145,0.00012423523,0.00013438913,0.0002521145],"category_scores_gemma":[0.0010120977,0.00029047992,0.000060732717,0.00078943354,0.0002180516,0.00017560933,0.00008005847,0.00018411444,0.00003661819],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046553486,0.00008082267,0.00343808,0.000017128172,0.000003211244,0.0000145149315,0.0017162523,0.025528768,0.96611404,0.00013589332,0.0002658338,0.0022199193],"study_design_scores_gemma":[0.0031873994,0.0002917061,0.93287975,0.000042876767,0.000029778888,0.000016434009,0.00011508102,0.054781068,0.006010218,0.0004920583,0.0017804303,0.0003731736],"about_ca_topic_score_codex":0.00004757535,"about_ca_topic_score_gemma":0.0005931807,"teacher_disagreement_score":0.9601038,"about_ca_system_score_codex":0.00019795306,"about_ca_system_score_gemma":0.000050477596,"threshold_uncertainty_score":0.99995476},"labels":[],"label_agreement":null},{"id":"W3217700159","doi":"10.1016/j.brs.2021.11.017","title":"The Brain Electrophysiological recording & STimulation (BEST) toolbox","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Boehringer Ingelheim Stiftung; Bundesministerium für Wirtschaft und Energie; Deutsche Forschungsgemeinschaft","keywords":"Toolbox; Computer science; Transcranial magnetic stimulation; Electroencephalography; Electrophysiology; Brain stimulation; Stimulation; Brain–computer interface; Neuroscience; Psychology","score_opus":0.06504767617206676,"score_gpt":0.3190100427300732,"score_spread":0.25396236655800647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217700159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93293107,0.000245333,0.04600704,0.014965025,0.00073363207,0.00066247204,0.000012559942,0.00033925625,0.0041036312],"genre_scores_gemma":[0.9927369,0.00004045071,0.0015955624,0.0018660286,0.00031363688,0.000038896917,0.000027119355,0.0000323769,0.0033490572],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9971542,0.00060715544,0.0005229926,0.00069240906,0.00054347713,0.00047980252],"domain_scores_gemma":[0.99169004,0.0073899175,0.0001635998,0.00046644022,0.00020455367,0.00008547045],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00037083114,0.00025863748,0.00025686578,0.000074857504,0.0010595811,0.00022326245,0.00022087667,0.00012971055,0.00026826668],"category_scores_gemma":[0.0093811285,0.00020685869,0.0001454791,0.0008287216,0.00017188645,0.00026229254,0.00007239901,0.00025440505,0.00030933128],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025620687,0.00008613409,0.00064306933,0.000009207385,0.000010345296,0.000009990528,0.00017979529,0.05168079,0.90770066,0.010090393,0.0025249647,0.026808444],"study_design_scores_gemma":[0.0073258798,0.0012033051,0.4531095,0.00013085043,0.00013158206,0.00010853636,0.00020576881,0.20717084,0.032974686,0.057159007,0.2386428,0.001837233],"about_ca_topic_score_codex":0.000018116982,"about_ca_topic_score_gemma":0.000036953235,"teacher_disagreement_score":0.874726,"about_ca_system_score_codex":0.00009176543,"about_ca_system_score_gemma":0.00009390156,"threshold_uncertainty_score":0.9989633},"labels":[],"label_agreement":null},{"id":"W4200334514","doi":"10.1016/j.brs.2021.12.001","title":"Transcranial magnetic stimulation to assess motor neurophysiology after acute stroke in the United States: Feasibility, lessons learned, and values for future research","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Transcranial magnetic stimulation; Neurophysiology; Stroke (engine); Physical medicine and rehabilitation; Neuroscience; Psychology; Medicine; Deep transcranial magnetic stimulation; Stimulation; Engineering","score_opus":0.22108939321643406,"score_gpt":0.42007434442965536,"score_spread":0.1989849512132213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200334514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5751006,0.00012115973,0.0028064249,0.4159013,0.00051909784,0.0042131483,0.0012246708,0.00008559296,0.000028018092],"genre_scores_gemma":[0.80322075,0.00025941254,0.0011083008,0.18994237,0.0026245026,0.00096561835,0.00077721704,0.00015924654,0.0009425557],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9919289,0.0033860307,0.00079133356,0.0016939898,0.0012908804,0.0009088635],"domain_scores_gemma":[0.9881421,0.010302254,0.00014774222,0.0007809524,0.00052871736,0.000098244775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008320091,0.0005973057,0.00069329294,0.001019452,0.0005237402,0.0003887059,0.0005638915,0.00070484786,0.000099887075],"category_scores_gemma":[0.0016472228,0.00051596784,0.00020102815,0.0016116723,0.0003906736,0.00021174557,0.00013963431,0.0017344669,0.000015547155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018249573,0.0015367937,0.0037091244,0.0033310603,0.00023413276,0.0018871618,0.050992314,0.19380865,0.5757726,0.0011235496,0.12003435,0.029320711],"study_design_scores_gemma":[0.010218317,0.005455866,0.69723845,0.0003125931,0.00041960916,0.000048863712,0.0008724505,0.12888733,0.00022572058,0.010030547,0.14445455,0.001835698],"about_ca_topic_score_codex":0.000078674406,"about_ca_topic_score_gemma":0.000070542665,"teacher_disagreement_score":0.69352937,"about_ca_system_score_codex":0.00013297255,"about_ca_system_score_gemma":0.00012351693,"threshold_uncertainty_score":0.9997292},"labels":[],"label_agreement":null},{"id":"W4200398928","doi":"10.1016/j.brs.2021.12.006","title":"Accelerated rTMS for existential distress in palliative care: A report of two cases","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Cancer survivorship and care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Wilfrid Laurier University; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Existentialism; Distress; Palliative care; Psychology; Psychotherapist; Psychiatry; Medicine; Clinical psychology; Nursing; Political science","score_opus":0.09005483169885743,"score_gpt":0.3782969421273615,"score_spread":0.28824211042850406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200398928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6200375,0.004322661,0.009383451,0.34220943,0.0060653705,0.008570798,0.0040965625,0.00024130564,0.0050729415],"genre_scores_gemma":[0.9244968,0.000008973585,0.00028535974,0.032875497,0.0025233,0.00021114256,0.03669328,0.000067560926,0.0028380384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983836,0.0000773902,0.0005393637,0.0004338844,0.00036038732,0.00020537766],"domain_scores_gemma":[0.9982612,0.0004570837,0.00033754233,0.00034497707,0.00056565943,0.000033550525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105337545,0.00021785946,0.00056389655,0.00015060526,0.00003008018,0.000022873039,0.0000588126,0.00036703094,0.000101019374],"category_scores_gemma":[0.0004305235,0.00021976737,0.00021529559,0.00027346966,0.00003992251,0.00004414715,0.000028385066,0.00038817676,7.129562e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019361929,0.00026781275,0.063037105,0.0103615215,0.0006473276,0.026667438,0.009163668,0.0021109905,0.0016289051,0.00008072977,0.8667177,0.017380588],"study_design_scores_gemma":[0.020911632,0.0012539016,0.107515335,0.0067413137,0.0016311088,0.00055164186,0.0025070752,0.0045854566,0.00401787,0.0003517023,0.848058,0.0018749624],"about_ca_topic_score_codex":0.002111885,"about_ca_topic_score_gemma":0.0023958727,"teacher_disagreement_score":0.30933395,"about_ca_system_score_codex":0.0002351434,"about_ca_system_score_gemma":0.00027089214,"threshold_uncertainty_score":0.89618534},"labels":[],"label_agreement":null},{"id":"W4200489605","doi":"10.1016/j.brs.2021.12.009","title":"Role of the serotonergic system in subcallosal DBS for treatment-resistant depression","year":2021,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Brain Institute; University of Calgary","funders":"University of Calgary","keywords":"Context (archaeology); Deep brain stimulation; Treatment-resistant depression; Anterior cingulate cortex; Psychology; Neuroscience; Psychiatry; Medicine; Internal medicine; Major depressive disorder; Biology; Cognition","score_opus":0.02337198269438713,"score_gpt":0.27606934589708604,"score_spread":0.2526973632026989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200489605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8770994,0.0012908779,0.000086583634,0.11431711,0.0002630335,0.005421545,0.00019904638,0.000071213246,0.0012511788],"genre_scores_gemma":[0.96650094,0.00000652336,0.000110959845,0.030905511,0.00024202798,0.00029778844,0.00080770947,0.00003771832,0.0010907993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987516,0.00012730972,0.00033453814,0.00034767154,0.00024527352,0.00019363353],"domain_scores_gemma":[0.99907,0.00031733888,0.0001839351,0.00034053545,0.00006274334,0.000025446905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005449164,0.0002145438,0.00047057096,0.000073617484,0.00005101889,0.000010055987,0.00006617361,0.00040615557,0.000018102204],"category_scores_gemma":[0.000076877805,0.00012559607,0.00024343478,0.00014638052,0.000026576174,0.000021696915,0.000028035738,0.00015943198,0.0000020362133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01090559,0.0046940725,0.5658304,0.0079294965,0.0017660614,0.0024493707,0.0009283382,0.0075743515,0.08550072,0.0009350805,0.27445775,0.037028767],"study_design_scores_gemma":[0.036802214,0.0037296074,0.7523725,0.0037193755,0.0017881976,0.000049328213,0.00019001932,0.032175507,0.0069484273,0.003061681,0.15824582,0.00091730326],"about_ca_topic_score_codex":0.00009973159,"about_ca_topic_score_gemma":0.000025511225,"teacher_disagreement_score":0.18654212,"about_ca_system_score_codex":0.00014774755,"about_ca_system_score_gemma":0.000073769734,"threshold_uncertainty_score":0.5121659},"labels":[],"label_agreement":null},{"id":"W4207043196","doi":"10.1016/j.brs.2022.01.013","title":"Updated scalp heuristics for localizing the dorsolateral prefrontal cortex based on convergent evidence of lesion and brain stimulation studies in depression","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University of British Columbia; University Health Network","funders":"National Institutes of Health; Temerty Family Foundation; H. Lundbeck A/S; Michael Smith Health Research BC; Campbell Institute; MagVenture; Canadian Institutes of Health Research; Weston Brain Institute; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; Vancouver Coastal Health Research Institute; Centre for Addiction and Mental Health; BrainsWay; National Institute of Mental Health; Ontario Brain Institute; Klarman Family Foundation","keywords":"Scalp; Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Neuroscience; Lesion; Psychology; Medicine; Stimulation; Prefrontal cortex; Anatomy; Psychiatry; Cognition","score_opus":0.11973133728138026,"score_gpt":0.3682555758071503,"score_spread":0.24852423852577005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207043196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9700191,0.00033403208,0.025874654,0.0015069313,0.00037373157,0.0017602214,0.000053493153,0.000060081144,0.000017776962],"genre_scores_gemma":[0.998268,0.000014064725,0.00053430436,0.00090932596,0.00003749123,0.0001338715,0.000024641102,0.000025829013,0.00005243757],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975126,0.0004973174,0.00060344086,0.0005391666,0.00060282,0.0002446952],"domain_scores_gemma":[0.99299437,0.0063213687,0.00027845273,0.00025214907,0.00011095459,0.000042730666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077170855,0.00022089347,0.00030494962,0.00021254164,0.0005632054,0.000027830672,0.00016453333,0.000054467724,0.000037027727],"category_scores_gemma":[0.0021171456,0.00018357387,0.00006537708,0.00044139597,0.00021179262,0.000179681,0.00013427001,0.00017158204,0.000001229487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024736852,0.00014229277,0.016205305,0.000118183314,0.0000083066225,0.000004149094,0.0015445942,0.80495614,0.1697687,0.00025783325,0.0004209736,0.0040998133],"study_design_scores_gemma":[0.002476092,0.0005801932,0.24790372,0.00015468596,0.000025185442,0.000002311486,0.0001598494,0.74644196,0.0013993463,0.0005244669,0.00017568404,0.00015653513],"about_ca_topic_score_codex":0.00003795151,"about_ca_topic_score_gemma":0.000018651692,"teacher_disagreement_score":0.23169841,"about_ca_system_score_codex":0.00014416364,"about_ca_system_score_gemma":0.000042774605,"threshold_uncertainty_score":0.7485925},"labels":[],"label_agreement":null},{"id":"W4210729913","doi":"10.1016/j.brs.2021.12.012","title":"Toward focused ultrasound neuromodulation in deep brain stimulator implanted patients: Ex-vivo thermal, kinetic and targeting feasibility assessment","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Neuromodulation; Ex vivo; Ultrasound; Medicine; Focused ultrasound; In vivo; Biomedical engineering; Radiology; Internal medicine; Stimulation","score_opus":0.018351534740237093,"score_gpt":0.24684854215055813,"score_spread":0.22849700741032103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210729913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97189176,0.00017767987,0.0071219555,0.016590517,0.00046359078,0.0024044167,0.00036189437,0.00053381396,0.00045435232],"genre_scores_gemma":[0.97645116,0.000014539624,0.0011629837,0.016862245,0.00052217155,0.0001936192,0.0045657693,0.00017429361,0.000053208947],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9971139,0.00031470205,0.00078428705,0.0007325779,0.00054149533,0.0005130664],"domain_scores_gemma":[0.99736285,0.0018022453,0.00020253046,0.0004756602,0.000076115946,0.00008061874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036583026,0.00053327583,0.0005040315,0.0003289125,0.00019360492,0.00014844483,0.0002425383,0.00046505276,0.00052829477],"category_scores_gemma":[0.00027024883,0.00059551094,0.000111104055,0.00043321625,0.000050958024,0.0002710908,0.000063230895,0.0012581256,0.000008144276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103495135,0.00034584725,0.1000401,0.00094617106,0.00018198513,0.000049757604,0.0025135293,0.71388274,0.02560433,0.000069479785,0.14950451,0.006758034],"study_design_scores_gemma":[0.0033994783,0.000249063,0.52576023,0.00008708886,0.000110805086,0.000014558514,0.00006848172,0.38508543,0.00004322997,0.0007001369,0.08308829,0.001393197],"about_ca_topic_score_codex":0.00007565666,"about_ca_topic_score_gemma":0.000030649404,"teacher_disagreement_score":0.42572013,"about_ca_system_score_codex":0.00050004234,"about_ca_system_score_gemma":0.00004381467,"threshold_uncertainty_score":0.99964964},"labels":[],"label_agreement":null},{"id":"W4211146840","doi":"10.1016/j.brs.2022.01.020","title":"Case evidence of repetitive transcranial magnetic stimulation in the management of refractory irritable bowel syndrome with comorbid depression","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Transcranial magnetic stimulation; Medicine; Internal medicine; Depression (economics); Dorsolateral prefrontal cortex; Mood disorders; Prefrontal cortex; Gastroenterology; Stimulation; Psychology; Neuroscience; Psychiatry; Anxiety","score_opus":0.05313693474831298,"score_gpt":0.2942717641656415,"score_spread":0.2411348294173285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211146840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95237505,0.0011476888,0.0037316247,0.033679344,0.00050659553,0.006306103,0.00033492982,0.00013593526,0.001782704],"genre_scores_gemma":[0.9888509,0.00007118262,0.0007927895,0.009576083,0.00008998231,0.00021209149,0.000058847505,0.00006713084,0.00028098305],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9948197,0.0011178287,0.0010666148,0.0009187034,0.001673706,0.000403431],"domain_scores_gemma":[0.99407536,0.0043188767,0.0006760312,0.0007621988,0.0001346662,0.000032843844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073945813,0.00046046657,0.00063543237,0.0004745628,0.00026127466,0.000038812726,0.0005119818,0.0002688655,0.0006134918],"category_scores_gemma":[0.0002235532,0.0003785595,0.00015291896,0.0010884223,0.00031860155,0.0003519508,0.000094785704,0.0009474752,0.000004810974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013573259,0.002608567,0.008159705,0.014352981,0.00034026944,0.10858397,0.027702885,0.734555,0.045837894,0.0008987521,0.026511695,0.016875],"study_design_scores_gemma":[0.035810243,0.023839027,0.7774434,0.015770853,0.004185035,0.015934084,0.0037187738,0.085341536,0.001514992,0.0029624782,0.027977327,0.005502227],"about_ca_topic_score_codex":0.00028871663,"about_ca_topic_score_gemma":0.000029859671,"teacher_disagreement_score":0.7692837,"about_ca_system_score_codex":0.00013239413,"about_ca_system_score_gemma":0.00006394687,"threshold_uncertainty_score":0.9998666},"labels":[],"label_agreement":null},{"id":"W4213218918","doi":"10.1016/j.brs.2022.02.006","title":"Prefrontal theta phase-dependent rTMS-induced plasticity of cortical and behavioral responses in human cortex","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Eberhard Karls Universität Tübingen; Bundesministerium für Wirtschaft und Energie; European Commission","keywords":"Transcranial magnetic stimulation; Prefrontal cortex; Neuroscience; Psychology; Electroencephalography; Working memory; Stimulation; Cognition","score_opus":0.09307079850401477,"score_gpt":0.373410530271153,"score_spread":0.2803397317671382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213218918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985159,0.000012216457,0.00042336865,0.00011312246,0.00010734268,0.0005334367,0.00008964935,0.00005300254,0.00015197588],"genre_scores_gemma":[0.9996908,6.7466044e-7,0.00005728947,0.0000657539,0.000017514778,0.00004077721,0.0000062417403,0.00001629834,0.00010465911],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980659,0.0004440236,0.00042583418,0.00037861662,0.0004935794,0.00019203106],"domain_scores_gemma":[0.99854726,0.0011247587,0.00012149275,0.00013053727,0.000026455737,0.000049489034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024954238,0.00013569326,0.00022784722,0.00018156134,0.00030545556,0.0000183339,0.000114170245,0.000039594554,0.00023282612],"category_scores_gemma":[0.00048016294,0.00014683676,0.00003724227,0.00023859233,0.00013243353,0.00010873524,0.00012458481,0.00020580147,0.0000018382423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092302356,0.0005555714,0.010307246,0.0000071638547,0.0000023152786,0.000016198524,0.001121517,0.0027581335,0.9821712,0.0008243473,0.0000064364044,0.0013068871],"study_design_scores_gemma":[0.0057844594,0.0016333292,0.9550718,0.000009159204,0.000028226954,0.000015174434,0.0002108359,0.024873072,0.011704606,0.0004606015,0.000028115293,0.00018058454],"about_ca_topic_score_codex":0.000120111494,"about_ca_topic_score_gemma":0.00005697959,"teacher_disagreement_score":0.97046655,"about_ca_system_score_codex":0.00006616987,"about_ca_system_score_gemma":0.000032603806,"threshold_uncertainty_score":0.5987829},"labels":[],"label_agreement":null},{"id":"W4220655857","doi":"10.1016/j.brs.2022.03.006","title":"Quadripulse stimulation: A replication study with a newly developed stimulator","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Replication (statistics); Stimulation; Psychology; Medicine; Neuroscience; Virology","score_opus":0.07122583036136289,"score_gpt":0.3174286891626674,"score_spread":0.24620285880130455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220655857","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31652126,0.00019319645,0.035522718,0.61154723,0.0024766878,0.024088854,0.00064410333,0.0036491912,0.0053567803],"genre_scores_gemma":[0.7629477,0.0000053045705,0.00249517,0.22415581,0.0017472601,0.0013087261,0.00069680944,0.00036355152,0.0062797028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99031013,0.0013625418,0.0014942359,0.0031037887,0.0028234643,0.0009058338],"domain_scores_gemma":[0.991943,0.0040615485,0.0010068382,0.002427054,0.0004087201,0.00015284041],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007728155,0.0011297079,0.0010900816,0.00087189744,0.0012885242,0.00033144988,0.0009103051,0.0005534612,0.0021665106],"category_scores_gemma":[0.0024421846,0.0011002447,0.00022104899,0.0022596698,0.00023686618,0.0005547066,0.0002905436,0.001973422,0.00022375284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035042898,0.0012541478,0.008744656,0.00028116314,0.00025953274,0.0010546594,0.005049971,0.43831065,0.0046763746,0.00024948295,0.52649665,0.010118413],"study_design_scores_gemma":[0.015145317,0.005313482,0.107275575,0.0001281987,0.0006628847,0.00012726174,0.00027777744,0.06860714,0.00012004939,0.00070894795,0.7986239,0.003009449],"about_ca_topic_score_codex":0.00015387687,"about_ca_topic_score_gemma":0.000035302142,"teacher_disagreement_score":0.44642642,"about_ca_system_score_codex":0.0005365365,"about_ca_system_score_gemma":0.00042198863,"threshold_uncertainty_score":0.9991448},"labels":[],"label_agreement":null},{"id":"W4223515758","doi":"10.1016/j.brs.2022.04.004","title":"Priming the pump? Evaluating the effect of multiple intermittent theta burst sessions on cortical excitability in a nonhuman primate model","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Transcranial magnetic stimulation; Bursting; Neuroscience; Stimulation; Psychology; CTBS; Brain stimulation; Hippocampal formation; Motor cortex; Primary motor cortex","score_opus":0.11183888708175412,"score_gpt":0.38050323572152783,"score_spread":0.26866434863977373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223515758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89496773,0.000019866851,0.0020221933,0.098374024,0.00041360772,0.003534852,0.00009327951,0.00009009118,0.00048433224],"genre_scores_gemma":[0.97090584,0.0000019230365,0.00006593405,0.02811709,0.00019461951,0.00044166052,0.000034812638,0.000056956887,0.00018114672],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.993501,0.0030554985,0.00088424125,0.0007975455,0.0013315107,0.0004302223],"domain_scores_gemma":[0.9721891,0.026417434,0.00043729128,0.0008657016,0.00006214123,0.000028277613],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020647736,0.0004193039,0.00054294546,0.00018338293,0.000774932,0.0000671963,0.0006404021,0.00020221753,0.00012439766],"category_scores_gemma":[0.00881063,0.00024812907,0.00024807078,0.00043278353,0.0003973257,0.000096154945,0.00031695515,0.001842512,0.000008238517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011410541,0.00014631418,0.0035060702,0.00030492863,0.000028417304,0.000018761777,0.0044282214,0.92862153,0.053760167,0.0001346226,0.0019709237,0.005938991],"study_design_scores_gemma":[0.0016904839,0.0009766226,0.0650364,0.00016273271,0.000101467995,0.0000041273265,0.00003853049,0.9304627,0.00029775992,0.00046742475,0.00050365314,0.0002580774],"about_ca_topic_score_codex":0.000051908133,"about_ca_topic_score_gemma":0.000016056805,"teacher_disagreement_score":0.0759381,"about_ca_system_score_codex":0.00021804233,"about_ca_system_score_gemma":0.000070785805,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W4224223308","doi":"10.1016/j.brs.2022.03.009","title":"Probing responses to deep brain stimulation with functional magnetic resonance imaging","year":2022,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Functional magnetic resonance imaging; Magnetic resonance imaging; Functional magnetic resonance spectroscopy of the brain; Deep brain stimulation; Neuroscience; Nuclear magnetic resonance; Stimulation; Neuroimaging; Brain stimulation; Medicine; Psychology; Physics; Radiology; Internal medicine","score_opus":0.056879365518836746,"score_gpt":0.32936996270336083,"score_spread":0.27249059718452406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224223308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078191486,0.9910873,0.002304442,0.001341218,0.00014420511,0.0034978294,0.000040709678,0.0001857883,0.00061655714],"genre_scores_gemma":[0.01968299,0.91757447,0.00896219,0.01927758,0.0011091096,0.004274923,0.0077311317,0.0008012257,0.020586379],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974642,0.00034701117,0.0005099263,0.00077179394,0.00057456404,0.00033251813],"domain_scores_gemma":[0.9978186,0.0013790249,0.00021341362,0.00038065764,0.00006279341,0.00014550671],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029281288,0.0004321113,0.0008316497,0.000384559,0.00026603875,0.000049338625,0.000091505455,0.0001153714,0.0009982407],"category_scores_gemma":[0.00067953696,0.00033385938,0.00020270814,0.0007423505,0.000041529995,0.000105523875,0.00008554796,0.00035015674,0.00006974069],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082317024,0.00017711686,0.0014507088,0.0007915621,0.00002994249,0.00013942896,0.00006333977,0.0013096005,0.000002732603,0.000063978194,0.0012116187,0.9939368],"study_design_scores_gemma":[0.0019773142,0.0013090218,0.026825486,0.0017558577,0.0005280334,0.00009685849,0.000014045442,0.003319774,1.3999303e-7,0.00023160716,0.96354437,0.00039748577],"about_ca_topic_score_codex":0.000010468705,"about_ca_topic_score_gemma":0.000005657648,"teacher_disagreement_score":0.99353933,"about_ca_system_score_codex":0.00025729602,"about_ca_system_score_gemma":0.00020602922,"threshold_uncertainty_score":0.999915},"labels":[],"label_agreement":null},{"id":"W4225372926","doi":"10.1016/j.brs.2022.04.007","title":"Simultaneous stereo-EEG and high-density scalp EEG recordings to study the effects of intracerebral stimulation parameters","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Stereoelectroencephalography; Electroencephalography; Scalp; Stimulation; Neuroscience; Transcranial magnetic stimulation; Brain stimulation; Evoked potential; Psychology; Medicine; Epilepsy surgery; Anatomy","score_opus":0.02272798646465791,"score_gpt":0.2689849063382786,"score_spread":0.2462569198736207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225372926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327052,0.00003940564,0.0027983433,0.05759626,0.001343153,0.005232931,0.00007369457,0.00017529297,0.000035691774],"genre_scores_gemma":[0.9274116,0.0000053488025,0.0006897817,0.07092226,0.00028752643,0.00016959386,0.00004418125,0.000099105535,0.0003706146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9944694,0.001402248,0.00093629706,0.0012931877,0.0013643311,0.00053453795],"domain_scores_gemma":[0.97789776,0.020490428,0.00057753775,0.00077000726,0.00016810466,0.000096154436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005292227,0.0006450959,0.0008491636,0.00043269643,0.000708082,0.00016557306,0.0004954983,0.0003256785,0.00015773198],"category_scores_gemma":[0.0066859103,0.00056456163,0.00015617978,0.0008868799,0.00024747016,0.00020109277,0.0003806716,0.0011247223,0.000023363718],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048197964,0.0015777902,0.014821414,0.0017465253,0.0007242974,0.0012313682,0.030560227,0.47673064,0.08994175,0.00019621802,0.12467242,0.25297755],"study_design_scores_gemma":[0.014015522,0.0121995155,0.8281874,0.00036649624,0.0017285225,0.000103173144,0.0005733784,0.11756149,0.0023520624,0.0032145598,0.01657746,0.0031204298],"about_ca_topic_score_codex":0.00048377097,"about_ca_topic_score_gemma":0.000035064495,"teacher_disagreement_score":0.813366,"about_ca_system_score_codex":0.00015856768,"about_ca_system_score_gemma":0.00004220598,"threshold_uncertainty_score":0.9996806},"labels":[],"label_agreement":null},{"id":"W4229078692","doi":"10.1016/j.brs.2022.05.002","title":"Human Studies of Transcranial Ultrasound neuromodulation: A systematic review of effectiveness and safety","year":2022,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; University of Manitoba; Toronto Rehabilitation Institute; SickKids Foundation; University of Toronto; University Health Network","funders":"","keywords":"Neuromodulation; Systematic review; Medicine; Physical medicine and rehabilitation; Transcranial Doppler; Psychology; MEDLINE; Neuroscience; Political science; Radiology; Central nervous system","score_opus":0.046608057095935004,"score_gpt":0.33193763163024403,"score_spread":0.285329574534309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229078692","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012785874,0.9962779,0.0005525892,0.0000028876348,0.00006177144,0.0027014967,0.00010430106,0.00006283798,0.000108354434],"genre_scores_gemma":[0.0036937015,0.99555886,0.00005181029,0.000007127314,0.000031319134,0.00038323455,0.00021541156,0.00004945511,0.000009109142],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9981292,0.00038030438,0.000984006,0.00020031347,0.00021211087,0.000094080766],"domain_scores_gemma":[0.9968134,0.002491351,0.0003107126,0.00030325472,0.00005581235,0.000025440082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006082731,0.00026022148,0.0020029268,0.000119176875,0.00009367553,0.000006498178,0.00012221857,0.000084403786,0.000043271324],"category_scores_gemma":[0.00022621444,0.00022986393,0.0002568291,0.00036913625,0.00005579709,0.00005931643,0.000014607689,0.00014237192,0.0000010529602],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013360685,0.000017701645,9.835744e-7,0.98719573,0.0002816764,3.015516e-7,0.0001107635,0.0005728666,0.00008010158,0.0003783312,0.000007590877,0.01135261],"study_design_scores_gemma":[0.00047152204,0.00011510781,0.00018810689,0.9522034,0.0050030635,0.00005737791,0.000030086534,0.00021434813,0.0000028754296,0.00023210574,0.04098262,0.00049940345],"about_ca_topic_score_codex":0.0000022759527,"about_ca_topic_score_gemma":0.0000011256329,"teacher_disagreement_score":0.04097503,"about_ca_system_score_codex":0.000072939685,"about_ca_system_score_gemma":0.000022703067,"threshold_uncertainty_score":0.9373579},"labels":[],"label_agreement":null},{"id":"W4234565809","doi":"10.1016/j.brs.2021.10.081","title":"Clinical effectiveness of 1 Hz/20 Hz bilateral rTMS treatment in adolescents with major depressive disorder","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Audiology; Major depressive disorder; Psychology; Medicine; Clinical psychology; Psychiatry; Mood","score_opus":0.03506806978679579,"score_gpt":0.33599681869752834,"score_spread":0.30092874891073257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234565809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993612,0.00009316654,0.0049865195,0.000155317,0.00016148698,0.00074689725,0.000020549078,0.00004145458,0.00018259848],"genre_scores_gemma":[0.9994426,0.000009454616,0.00026711862,0.00008655599,0.00003709463,0.00004894926,0.000010590243,0.000022132708,0.00007550258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977745,0.0007403746,0.0004498342,0.00053469546,0.00028919338,0.0002114158],"domain_scores_gemma":[0.9982294,0.0012351975,0.00013350611,0.00024957574,0.00009858116,0.000053780437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018313853,0.00019226459,0.00038145937,0.000098003526,0.00007724408,0.000021444566,0.00008141716,0.000084385865,0.000027139125],"category_scores_gemma":[0.00057215197,0.00015640222,0.000087389424,0.00046459315,0.00013871724,0.00013236701,0.000036429246,0.00009252546,0.000010887393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011773655,0.00069474726,0.8823535,0.00009830349,0.000014176334,0.00004670695,0.00026385477,0.044489637,0.065972164,0.00011126345,0.0000017436854,0.0047765845],"study_design_scores_gemma":[0.009474921,0.0004650504,0.97455776,0.0003277521,0.000036377543,0.0000053778635,0.00001689207,0.007033356,0.007644758,0.0002277994,0.00004672985,0.00016322747],"about_ca_topic_score_codex":0.00008865902,"about_ca_topic_score_gemma":0.00018402803,"teacher_disagreement_score":0.0922043,"about_ca_system_score_codex":0.000054791042,"about_ca_system_score_gemma":0.00008304102,"threshold_uncertainty_score":0.6377898},"labels":[],"label_agreement":null},{"id":"W4238024704","doi":"10.1016/j.brs.2021.10.144","title":"Effectiveness of unilateral vs. bilateral rTMS treatment on suicidal ideation in patients with depression and comorbid anxiety","year":2021,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Suicidal ideation; Depression (economics); Anxiety; Medicine; Psychology; Psychiatry; Ideation; Clinical psychology; Suicide prevention; Poison control; Emergency medicine","score_opus":0.015342704548821431,"score_gpt":0.2634077077234325,"score_spread":0.2480650031746111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238024704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99863684,0.000010932504,0.00048152858,0.00007108535,0.00007083438,0.0005488296,0.00001947387,0.000028986291,0.00013146627],"genre_scores_gemma":[0.9996765,0.000004468606,0.0001591836,0.000053189124,0.000010094378,0.000018517203,0.00004047304,0.000014471463,0.00002308905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986758,0.0003092693,0.0002265735,0.0003842663,0.0002617608,0.00014229208],"domain_scores_gemma":[0.99891615,0.0007419037,0.00007950978,0.0001497212,0.00007773388,0.000034996116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010354418,0.00015746971,0.00022625775,0.000109288005,0.00007453828,0.000022683784,0.00003424958,0.000056002566,0.00001420142],"category_scores_gemma":[0.00015588613,0.00012524662,0.000027377047,0.00029345107,0.00006099897,0.00015061232,0.000020398917,0.000052723786,0.0000018889544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018718886,0.00026716993,0.8777548,0.00004052583,0.000005350139,0.0000040616846,0.00026702252,0.037943337,0.07869412,0.00017933214,8.7369807e-7,0.0029715213],"study_design_scores_gemma":[0.006656183,0.0007272635,0.95007503,0.00010905518,0.000012923271,0.000001396674,0.000003871094,0.0064345766,0.035707522,0.00014222234,0.000009845023,0.00012010133],"about_ca_topic_score_codex":0.00009330006,"about_ca_topic_score_gemma":0.000034527613,"teacher_disagreement_score":0.072320245,"about_ca_system_score_codex":0.000072144525,"about_ca_system_score_gemma":0.000021156844,"threshold_uncertainty_score":0.51074094},"labels":[],"label_agreement":null},{"id":"W4240018139","doi":"10.1016/j.brs.2018.12.362","title":"Transcranial direct current stimulation (tDCS) for depression in pregnancy: a pilot randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; University of British Columbia; St. Michael's Hospital; Sinai Health System; Women's College Hospital; BC Children's Hospital; University of Toronto","funders":"","keywords":"Transcranial direct-current stimulation; Depression (economics); Randomized controlled trial; Pregnancy; Medicine; Brain stimulation; Antenatal depression; Affect (linguistics); Stimulation; Physical medicine and rehabilitation; Psychiatry; Psychology; Depressive symptoms; Internal medicine; Anxiety","score_opus":0.04463456007476,"score_gpt":0.32415953192923846,"score_spread":0.27952497185447844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240018139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9141279,0.00057163875,0.04190091,0.00042917105,0.00259487,0.037861455,0.00003930721,0.00030259075,0.0021721786],"genre_scores_gemma":[0.99603254,0.000038705202,0.0004721679,0.0001135914,0.0002471692,0.002604016,0.000028826793,0.000057550664,0.00040545998],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9954384,0.0010599708,0.0013929092,0.0009177985,0.0007131614,0.0004777599],"domain_scores_gemma":[0.98673785,0.012258874,0.00043574936,0.00034477768,0.00013538143,0.00008734847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011898534,0.00042792532,0.0016340564,0.00042406036,0.00018611907,0.000089753776,0.0002117457,0.0001383291,0.0001936648],"category_scores_gemma":[0.004966102,0.00035961668,0.000512204,0.00050086924,0.00011113076,0.0004075246,0.000027898695,0.00019964819,0.000051060502],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8700783,0.0005368212,0.00064628175,0.00007818051,0.000018919935,9.934178e-7,0.00059118064,0.07802114,0.0438923,0.0008666075,0.000027334112,0.0052419137],"study_design_scores_gemma":[0.73278695,0.0005943923,0.005299635,0.00022852275,0.00009462693,5.3891864e-7,0.0000047015537,0.2587051,0.00033921163,0.0015008047,0.00014294594,0.00030255917],"about_ca_topic_score_codex":0.000019538904,"about_ca_topic_score_gemma":0.000012808857,"teacher_disagreement_score":0.18068396,"about_ca_system_score_codex":0.00009015191,"about_ca_system_score_gemma":0.00008272026,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W4256119556","doi":"10.1016/j.brs.2018.12.832","title":"Improvement of higher brain dysfunction after brain injury with strategic application of repetitive transcranial magnetic stimulation and intensive rehabilitation therapy: a report of three cases","year":2019,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Parkwood Institute","funders":"","keywords":"Transcranial magnetic stimulation; Rehabilitation; Physical medicine and rehabilitation; Traumatic brain injury; Medicine; Brain stimulation; Deep transcranial magnetic stimulation; Neurorehabilitation; Psychology; Stimulation; Physical therapy; Neuroscience; Psychiatry","score_opus":0.021116352430636164,"score_gpt":0.27419384666960617,"score_spread":0.25307749423897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256119556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838135,0.00008649971,0.011708382,0.0012706778,0.000127533,0.002685266,0.0000761467,0.00005213811,0.00017983312],"genre_scores_gemma":[0.99829596,0.0000059769136,0.0011011489,0.00024326633,0.000040554238,0.00012661709,0.000034357865,0.000038192036,0.00011391999],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99723774,0.00018451813,0.0010264082,0.000698436,0.00065006386,0.00020286103],"domain_scores_gemma":[0.9953187,0.002618532,0.0007716682,0.00045224163,0.0007872684,0.00005159042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045192553,0.0002934359,0.0005008989,0.00030872689,0.00005955846,0.000017348279,0.00008971242,0.00014034961,0.00013775496],"category_scores_gemma":[0.0006451731,0.00026447664,0.00010105485,0.00061731157,0.00037925813,0.00032818483,0.000024905014,0.00011876733,0.000002730176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005249299,0.00018518137,0.03524287,0.00025457863,0.000027261467,0.000005506327,0.0014533,0.007967325,0.93568754,0.0015468912,0.000016722037,0.012363548],"study_design_scores_gemma":[0.0058963983,0.010038819,0.9422197,0.00019146278,0.00009496177,0.000024358793,0.00039878013,0.016380517,0.019582713,0.0047245035,0.000081323626,0.00036649598],"about_ca_topic_score_codex":0.0002569295,"about_ca_topic_score_gemma":0.00007466313,"teacher_disagreement_score":0.9161048,"about_ca_system_score_codex":0.000052336916,"about_ca_system_score_gemma":0.00006948255,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W4280549013","doi":"10.1016/j.brs.2022.05.009","title":"Identifying neural targets for enhancing phonological processing with transcranial alternate current stimulation","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Max-Planck-Gesellschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Neurostimulation; Transcranial direct-current stimulation; Aphasia; Transcranial magnetic stimulation; Neuroscience; Brain stimulation; Psychology; Lateralization of brain function; Dorsolateral prefrontal cortex; Stimulation; Medicine; Prefrontal cortex; Cognition","score_opus":0.08184850119999336,"score_gpt":0.33219768742833494,"score_spread":0.25034918622834157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280549013","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.108707964,0.001204052,0.71832734,0.15665163,0.004490997,0.008323135,0.00055406813,0.0015094707,0.00023136653],"genre_scores_gemma":[0.94171154,0.00001695259,0.002335869,0.05141961,0.0028050393,0.00064885645,0.0005814124,0.0002047789,0.00027591758],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9945753,0.00043806422,0.0010246112,0.0016489362,0.0014131864,0.0008999053],"domain_scores_gemma":[0.9964117,0.0022162606,0.00068370916,0.0003891355,0.00021312326,0.00008610473],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037453804,0.00078362506,0.00077336654,0.00048850424,0.0012038447,0.00033589144,0.0005024979,0.00038533387,0.00038130104],"category_scores_gemma":[0.0006661657,0.00073864614,0.00029165793,0.0006494003,0.00019894261,0.00057908875,0.00009199533,0.0015545564,0.000016570191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039424202,0.00048453538,0.00074046286,0.0029603099,0.00011548528,0.000371941,0.0069925846,0.57879657,0.25177917,0.0002551582,0.047463313,0.106098026],"study_design_scores_gemma":[0.016256258,0.0027295453,0.009176406,0.00068646664,0.00080276886,0.00012927993,0.00014843761,0.72611475,0.0027926844,0.0041263024,0.23338123,0.0036558784],"about_ca_topic_score_codex":0.000023468432,"about_ca_topic_score_gemma":0.000022187873,"teacher_disagreement_score":0.8330036,"about_ca_system_score_codex":0.00026786033,"about_ca_system_score_gemma":0.00013304656,"threshold_uncertainty_score":0.9995065},"labels":[],"label_agreement":null},{"id":"W4281662817","doi":"10.1016/j.brs.2022.06.003","title":"Self-administered transcranial direct current stimulation for pain in older adults with knee osteoarthritis: A randomized controlled study","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Osteoarthritis; Transcranial direct-current stimulation; Physical medicine and rehabilitation; Medicine; Randomized controlled trial; Physical therapy; Stimulation; Internal medicine; Alternative medicine","score_opus":0.01751111031816072,"score_gpt":0.27746764543825425,"score_spread":0.25995653512009353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281662817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94837946,0.00030639308,0.01778037,0.00043386887,0.00055531133,0.03175053,0.00010148336,0.00039503878,0.00029752476],"genre_scores_gemma":[0.98906463,0.00000436299,0.000744596,0.00022391425,0.00011780838,0.009645617,0.000047466423,0.00007155283,0.000080049045],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99286467,0.0033099726,0.0013042521,0.0010053166,0.0010209668,0.0004948483],"domain_scores_gemma":[0.9890418,0.00996028,0.00042666314,0.0003279775,0.00014809181,0.00009515438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027989228,0.0004628003,0.0014894455,0.00049070065,0.0006136881,0.00010061964,0.00021240069,0.00006286064,0.00015727118],"category_scores_gemma":[0.002461182,0.0004137869,0.00033047923,0.0008385102,0.00009948897,0.00025154132,0.00004638391,0.0002645687,0.000004051825],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.806178,0.0039888294,0.0030622156,0.00017182417,0.00009766319,0.00003023232,0.02223417,0.11082708,0.0014779919,0.00032344233,0.000047192785,0.05156138],"study_design_scores_gemma":[0.696571,0.004340301,0.01326647,0.00007922862,0.00020510405,0.0000040533437,0.00061060407,0.28400084,0.000017616547,0.00016798326,0.00029472844,0.00044205537],"about_ca_topic_score_codex":0.000026528858,"about_ca_topic_score_gemma":0.00009780211,"teacher_disagreement_score":0.17317377,"about_ca_system_score_codex":0.00015651635,"about_ca_system_score_gemma":0.00011133861,"threshold_uncertainty_score":0.9998314},"labels":[],"label_agreement":null},{"id":"W4282946998","doi":"10.1016/j.brs.2022.06.005","title":"Does switching between high frequency rTMS and theta burst stimulation improve depression outcomes?","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial magnetic stimulation; Stimulation; Antidepressant; Randomized controlled trial; Depression (economics); Prefrontal cortex; Psychology; Brain stimulation; Scopus; Neuroscience; Major depressive disorder; Dorsolateral prefrontal cortex; Medicine; Psychiatry; Internal medicine; MEDLINE; Mood; Chemistry; Hippocampus","score_opus":0.031630568853541215,"score_gpt":0.28752080297477794,"score_spread":0.25589023412123674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282946998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66341674,0.00016599304,0.013258613,0.3119399,0.0041201613,0.0041660503,0.001084201,0.001044987,0.000803368],"genre_scores_gemma":[0.92573196,0.00001527774,0.00073995406,0.06929099,0.0018974455,0.0001481517,0.00047625933,0.00017067346,0.0015293163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99438006,0.00070037355,0.0010573014,0.0016930589,0.001487796,0.00068143476],"domain_scores_gemma":[0.99223405,0.005977372,0.0007523768,0.0008181493,0.000107902815,0.00011017053],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045154613,0.0008191165,0.000929887,0.0005248053,0.0010466052,0.00028491116,0.00048928213,0.00068917684,0.00096461363],"category_scores_gemma":[0.0016800785,0.00060374505,0.0002207629,0.000482643,0.00015739807,0.0005908594,0.00034138456,0.0013905467,0.000044627803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066639273,0.00037531342,0.5456125,0.0015045579,0.0004977714,0.0005271884,0.006598288,0.043127846,0.25553635,0.0008422059,0.0662383,0.078473285],"study_design_scores_gemma":[0.0053013526,0.00044999813,0.9131022,0.00017939402,0.00054945564,0.000010758475,0.000053892643,0.011830033,0.00056830386,0.02594446,0.039914735,0.0020953915],"about_ca_topic_score_codex":0.00037399106,"about_ca_topic_score_gemma":0.000011551445,"teacher_disagreement_score":0.36748973,"about_ca_system_score_codex":0.00020872625,"about_ca_system_score_gemma":0.00006381994,"threshold_uncertainty_score":0.9999486},"labels":[],"label_agreement":null},{"id":"W4283768444","doi":"10.1016/j.brs.2022.06.013","title":"Pulse width modulation-based TMS: Primary motor cortex responses compared to conventional monophasic stimuli","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; University of Oxford; Royal Society; Royal Academy of Engineering; Wellcome Trust","keywords":"Primary motor cortex; Motor cortex; Modulation (music); Neuroscience; Medicine; Materials science; Psychology; Physics; Stimulation; Acoustics","score_opus":0.05394671551027903,"score_gpt":0.30734757621077025,"score_spread":0.2534008607004912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283768444","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47929612,0.00013756246,0.029137773,0.4733373,0.006172251,0.005966093,0.0034010564,0.0013274717,0.0012243881],"genre_scores_gemma":[0.44188175,0.0000011913384,0.0020021212,0.5434855,0.0018166171,0.00027044246,0.0027276587,0.00013436456,0.007680326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99430686,0.0010862977,0.00092127186,0.0015031346,0.0015522405,0.00063019514],"domain_scores_gemma":[0.9935511,0.0048120134,0.0005353121,0.0008094159,0.00015531993,0.00013686951],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045361725,0.0006433286,0.00065659464,0.0008445657,0.000514532,0.00027192335,0.0008544111,0.00039561288,0.0017793077],"category_scores_gemma":[0.000862302,0.0007115737,0.00031374086,0.0006782787,0.00015503119,0.00032750436,0.00025104833,0.0011417324,0.00024091279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017627269,0.00024724402,0.0002958391,0.00016263362,0.00003411593,0.0002239927,0.00014362574,0.1526155,0.08400259,0.000024898252,0.758271,0.002215842],"study_design_scores_gemma":[0.0029800904,0.0009161998,0.06382011,0.00020408376,0.000061389954,0.00003071338,0.0000071914724,0.41199625,0.0012896513,0.00065070053,0.51675576,0.001287856],"about_ca_topic_score_codex":0.000050038012,"about_ca_topic_score_gemma":0.0000032021128,"teacher_disagreement_score":0.25938076,"about_ca_system_score_codex":0.0005373628,"about_ca_system_score_gemma":0.0004237939,"threshold_uncertainty_score":0.99953353},"labels":[],"label_agreement":null},{"id":"W4292843009","doi":"10.1016/j.brs.2022.08.012","title":"Impact of medications, mood state, and electrode placement on ECT outcomes in treatment-refractory psychosis","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Clozapine; Electroconvulsive therapy; Psychosis; Schizophrenia (object-oriented programming); Anticonvulsant; Mood; Refractory (planetary science); Concomitant; Mood stabilizer; Psychology; Positive and Negative Syndrome Scale; Medicine; Psychiatry; Internal medicine; Epilepsy","score_opus":0.01813745144167452,"score_gpt":0.3571945739728409,"score_spread":0.3390571225311664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292843009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969613,0.00030743738,0.000058381884,0.0016347837,0.00002098315,0.0007157927,0.000025148576,0.000019452733,0.00025673583],"genre_scores_gemma":[0.9988709,0.00012605258,0.000068648995,0.00019624099,0.000013366536,0.00015905798,0.00006323435,0.000015614294,0.00048689573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903464,0.00010945462,0.0002469672,0.0001987769,0.00024294408,0.00016720087],"domain_scores_gemma":[0.99926317,0.00036919353,0.000121187884,0.00017044254,0.00003444898,0.000041549207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017713629,0.00013350761,0.0002849329,0.00026264903,0.00007900272,0.0000030268436,0.00003225049,0.000020341422,0.00016688817],"category_scores_gemma":[0.00007066726,0.000107062886,0.000062308434,0.00021236243,0.00002689743,0.000037675436,0.0000142197105,0.000103520564,0.0000020221646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013387067,0.0010538467,0.9598739,0.000011469074,0.00046535625,0.0000020384718,0.0015670985,0.0033888076,0.021492152,0.00002510963,0.0005484884,0.010233029],"study_design_scores_gemma":[0.004954819,0.0071459855,0.9857046,0.000012533464,0.000044358232,0.0000033096824,0.000076290715,0.0010186315,0.00063669117,0.00015797315,0.00016156927,0.00008322584],"about_ca_topic_score_codex":0.00022476236,"about_ca_topic_score_gemma":0.000083026396,"teacher_disagreement_score":0.025830714,"about_ca_system_score_codex":0.0006460059,"about_ca_system_score_gemma":0.00007569504,"threshold_uncertainty_score":0.43658978},"labels":[],"label_agreement":null},{"id":"W4293382422","doi":"10.1016/j.brs.2022.08.016","title":"A differential effect of visual cortex tDCS on reading of English and Chinese in patients with central vision loss","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Velux Stiftung","keywords":"Transcranial direct-current stimulation; Peripheral vision; Visual cortex; Scopus; Psychology; Differential effects; Neuroscience; Medicine; Stimulation; Audiology; Physical medicine and rehabilitation; Internal medicine; Computer science; Artificial intelligence; MEDLINE; Chemistry","score_opus":0.009977237674697974,"score_gpt":0.2916782782252107,"score_spread":0.2817010405505127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293382422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982281,0.0000010977641,0.0001639899,0.0005361895,0.00041071954,0.00050733075,0.000054616987,0.000029194623,0.00006876116],"genre_scores_gemma":[0.99298674,0.0000012524025,0.000010461888,0.006378928,0.00022009747,0.000009324206,0.00030425066,0.000035488,0.000053485113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793214,0.0004333898,0.0003261937,0.00043871586,0.00065998005,0.00020961292],"domain_scores_gemma":[0.9988248,0.0006188434,0.00032752394,0.00013800012,0.000058300888,0.000032566906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013461878,0.00024411477,0.0003863961,0.00029834823,0.00007572951,0.000030860545,0.00010667015,0.00020565538,0.00019113855],"category_scores_gemma":[0.000706348,0.00019032459,0.00004981236,0.00029953854,0.00007252692,0.00013043698,0.00006110755,0.0005194548,8.058871e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036954477,0.003890718,0.6279988,0.008487338,0.00009829535,0.00019288098,0.019937072,0.012233202,0.20641722,0.00019104192,0.02748067,0.056118254],"study_design_scores_gemma":[0.011732551,0.017482068,0.93257546,0.0010710753,0.00007618027,0.0000022256609,0.000012197802,0.027752979,0.0070938207,0.00015681182,0.0011982098,0.00084639003],"about_ca_topic_score_codex":0.000008707934,"about_ca_topic_score_gemma":0.0000010171456,"teacher_disagreement_score":0.30457667,"about_ca_system_score_codex":0.00005959185,"about_ca_system_score_gemma":0.000019966239,"threshold_uncertainty_score":0.77612114},"labels":[],"label_agreement":null},{"id":"W4294203951","doi":"10.1016/j.brs.2022.08.020","title":"Persistent synaptic inhibition of the subthalamic nucleus by high frequency stimulation","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Ontario Brain Institute; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Berlin Institute of Health; Deutsche Forschungsgemeinschaft","keywords":"Subthalamic nucleus; Neuroscience; Inhibitory postsynaptic potential; Local field potential; Deep brain stimulation; Stimulation; Electrophysiology; Premovement neuronal activity; Microelectrode; Basal ganglia; Psychology; Parkinson's disease; Chemistry; Medicine; Central nervous system; Internal medicine","score_opus":0.016688547754216614,"score_gpt":0.2438063908256186,"score_spread":0.227117843071402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294203951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99565125,0.000103043836,0.00014903999,0.0029168013,0.00010903507,0.0005998347,0.00005156345,0.00003714864,0.00038227666],"genre_scores_gemma":[0.9984376,0.000002177173,0.00008470287,0.0009428574,0.000014907928,0.000031264663,0.0002543623,0.000013721033,0.00021844763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901,0.00011794625,0.00022133875,0.00019848571,0.00033126134,0.000120955985],"domain_scores_gemma":[0.99949986,0.00009574917,0.00013339266,0.00019431529,0.00004452785,0.00003216758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009793425,0.00009688702,0.0001453966,0.00004963089,0.00019508776,0.0000059376707,0.000045910187,0.00004180128,0.000338757],"category_scores_gemma":[0.000091421934,0.00007301771,0.00012490177,0.00022717178,0.000043989672,0.00005149966,0.00004979176,0.00012364732,0.000006550047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009974317,0.0033107495,0.4753757,0.00015255151,0.00040607082,0.00004666829,0.00079323986,0.15631315,0.34448636,0.005008195,0.0062293583,0.006880506],"study_design_scores_gemma":[0.0050626835,0.0017583157,0.9489291,0.00003142533,0.00028029174,0.000016770271,0.000105762636,0.0337432,0.0012430295,0.008507675,0.00015008081,0.00017167328],"about_ca_topic_score_codex":0.00008228262,"about_ca_topic_score_gemma":0.0000017672204,"teacher_disagreement_score":0.4735534,"about_ca_system_score_codex":0.00011618408,"about_ca_system_score_gemma":0.000024055156,"threshold_uncertainty_score":0.37091517},"labels":[],"label_agreement":null},{"id":"W4294204124","doi":"10.1016/j.brs.2022.08.015","title":"Vasovagal syncope as a specific side effect of DLPFC-rTMS: A frontal-vagal dose-finding study","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial magnetic stimulation; Neuromodulation; Neuroscience; Vagus nerve stimulation; Stimulation; Prefrontal cortex; Psychology; Medicine; Physical medicine and rehabilitation; Vagus nerve; Cognition","score_opus":0.017648600233722896,"score_gpt":0.2839540982809996,"score_spread":0.2663054980472767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294204124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92005175,0.002128206,0.0004974289,0.04196181,0.0023497685,0.008521679,0.000106629464,0.0003256937,0.024057036],"genre_scores_gemma":[0.9523347,0.000029273162,0.0001683101,0.037486948,0.002915482,0.00028080796,0.0021710575,0.00026877024,0.004344639],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958752,0.0006923624,0.00081418105,0.0009105476,0.0012356063,0.0004721361],"domain_scores_gemma":[0.99760497,0.0008239991,0.00039825268,0.0010251411,0.00006488107,0.00008273357],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012307224,0.0005840552,0.0015423013,0.0005772914,0.00016311083,0.000060641,0.00025857036,0.0004367665,0.0014529102],"category_scores_gemma":[0.00031538395,0.00056620146,0.0010075379,0.0004349366,0.00007893081,0.0001313653,0.00020101175,0.0013858103,0.00019510285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024663801,0.00054211065,0.00896879,0.0010606713,0.0040515107,0.0035941657,0.0021654244,0.0064664506,0.0010387937,0.00002167202,0.9314324,0.038191605],"study_design_scores_gemma":[0.019770697,0.006317868,0.035039693,0.00056944607,0.0024507325,0.000398217,0.0006803137,0.0013645171,0.00018278393,0.000059117843,0.9320135,0.0011531068],"about_ca_topic_score_codex":0.00043775945,"about_ca_topic_score_gemma":0.0000103556395,"teacher_disagreement_score":0.037038498,"about_ca_system_score_codex":0.0005251094,"about_ca_system_score_gemma":0.0002451504,"threshold_uncertainty_score":0.99967897},"labels":[],"label_agreement":null},{"id":"W4294921203","doi":"10.1016/j.brs.2022.08.019","title":"Vagus nerve stimulation increases stomach-brain coupling via a vagal afferent pathway","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Medizinischen Fakultät, Eberhard Karls Universität Tübingen; Daimler und Benz Stiftung; Eberhard Karls Universität Tübingen; Deutsche Forschungsgemeinschaft","keywords":"Vagus nerve; Midbrain; Vagus nerve stimulation; Neuroscience; Stimulation; Stomach; Medicine; Internal medicine; Central nervous system; Biology","score_opus":0.056342155044214734,"score_gpt":0.32693437736921943,"score_spread":0.2705922223250047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294921203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96342003,0.00006617184,0.031380486,0.0016922903,0.0004197181,0.0015566372,0.00015088702,0.0005696557,0.00074411585],"genre_scores_gemma":[0.996543,0.0000010203076,0.00038323738,0.0010423867,0.0002544795,0.00024214693,0.0003092416,0.00010194494,0.0011225545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99416476,0.0010332331,0.00078798,0.001158177,0.0020783413,0.00077750656],"domain_scores_gemma":[0.9944145,0.0040210653,0.00039207033,0.0007183332,0.00016244185,0.0002915762],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001436732,0.0004216062,0.0003908533,0.00069657457,0.0015099612,0.0002117207,0.0005760337,0.00012831319,0.0018876562],"category_scores_gemma":[0.0032643941,0.00047186506,0.00020750654,0.0014998973,0.00013139831,0.0005932439,0.00058719877,0.0006577025,0.00014113284],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034412494,0.00036828336,0.009289897,0.000026574755,0.000011407971,0.000059860784,0.00028461457,0.8302653,0.14926982,0.0024135415,0.0010750968,0.006591473],"study_design_scores_gemma":[0.0023734341,0.00047204102,0.03299036,0.000017950018,0.000016408878,0.00004325958,0.000060030543,0.9514429,0.008020052,0.0022187575,0.0018402768,0.00050452433],"about_ca_topic_score_codex":0.00027714044,"about_ca_topic_score_gemma":0.000024484012,"teacher_disagreement_score":0.14124976,"about_ca_system_score_codex":0.00060394296,"about_ca_system_score_gemma":0.00023199394,"threshold_uncertainty_score":0.99978995},"labels":[],"label_agreement":null},{"id":"W4296229256","doi":"10.1016/j.brs.2022.09.006","title":"Normal component of TMS-induced electric field is correlated with depressive symptom relief in treatment-resistant depression","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"AOP Orphan; General Research Fund of Shanghai Normal University; Austrian Science Fund; University Grants Committee; University Grants Commission; Roche; Pfizer; Glaucoma Research Foundation","keywords":"Transcranial magnetic stimulation; Stimulation; Transcranial alternating current stimulation; Depression (economics); Neuroscience; Brain stimulation; Treatment-resistant depression; Psychology; Medicine; Physical medicine and rehabilitation; Major depressive disorder; Cognition","score_opus":0.025312582194162925,"score_gpt":0.2652840422148182,"score_spread":0.23997146002065528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296229256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94582516,0.00027138452,0.00077443273,0.048557974,0.00043805904,0.002373932,0.00012380573,0.00018221122,0.0014530283],"genre_scores_gemma":[0.9598461,0.00003295227,0.000091741116,0.039104205,0.0001631601,0.00016846404,0.00011881571,0.000076178134,0.00039840696],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9963028,0.00048857136,0.00079726713,0.0009449787,0.0009784878,0.00048792653],"domain_scores_gemma":[0.9951449,0.00355288,0.00062189443,0.0005346203,0.00009434488,0.00005133758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000104584324,0.00052037725,0.00070642127,0.00065191527,0.00025531108,0.000037953643,0.00030599782,0.00045866467,0.0005252157],"category_scores_gemma":[0.00035576447,0.00045681553,0.00014903377,0.0010122531,0.000046808866,0.00015083245,0.000083387036,0.0009018433,0.000012205135],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060203853,0.00063762773,0.012429242,0.00021228893,0.0001344732,0.0008209246,0.0024979415,0.048979957,0.86675954,0.00003366923,0.057065874,0.004408094],"study_design_scores_gemma":[0.03935062,0.015354445,0.6436742,0.0012973166,0.0009868167,0.0001380844,0.00009768445,0.12342167,0.1002694,0.0003281846,0.071536586,0.0035450172],"about_ca_topic_score_codex":0.00067446474,"about_ca_topic_score_gemma":0.000028551536,"teacher_disagreement_score":0.7664901,"about_ca_system_score_codex":0.00028963998,"about_ca_system_score_gemma":0.00013047778,"threshold_uncertainty_score":0.99978834},"labels":[],"label_agreement":null},{"id":"W4296614867","doi":"10.1016/j.brs.2022.09.003","title":"The efficacy and safety of transcutaneous auricular vagus nerve stimulation in patients with mild cognitive impairment: A double blinded randomized clinical trial","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Academy of Chinese Medical Sciences","keywords":"Medicine; Vagus nerve stimulation; Montreal Cognitive Assessment; Randomized controlled trial; Epworth Sleepiness Scale; Anesthesia; Transcutaneous electrical nerve stimulation; Physical therapy; Dementia; Physical medicine and rehabilitation; Vagus nerve; Stimulation; Surgery; Internal medicine; Polysomnography; Apnea","score_opus":0.06051516193649455,"score_gpt":0.36480610455718065,"score_spread":0.3042909426206861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296614867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989282,0.000034239292,0.0013543405,0.00036857172,0.00017195022,0.0085716285,0.000046609628,0.000046811474,0.00012385075],"genre_scores_gemma":[0.999353,0.0000060449797,0.000077683006,0.00008706639,0.000046062534,0.00022393792,0.00007997702,0.000031734126,0.00009448956],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9929424,0.0035140596,0.0012520382,0.0006448446,0.0012747134,0.00037197524],"domain_scores_gemma":[0.9817725,0.017125417,0.00049736665,0.00030106373,0.00019531524,0.00010833513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003976931,0.00023317186,0.0005820272,0.00027360933,0.00062701886,0.000071714225,0.00023016518,0.0000947158,0.00008844638],"category_scores_gemma":[0.00333993,0.00017111075,0.0001675132,0.0009403911,0.00038986298,0.00019871461,0.00012558606,0.00045705523,0.000002995754],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81915456,0.00086575217,0.010493902,0.000012355958,0.00003431479,0.000009860945,0.0004587509,0.16507483,0.00007315811,0.0004967447,0.000010612411,0.00331514],"study_design_scores_gemma":[0.7148071,0.0020204824,0.13342974,0.000028431616,0.0000593498,0.0000029041066,0.000033443976,0.14908175,0.000106894084,0.00021959595,0.000026991896,0.00018331321],"about_ca_topic_score_codex":0.00006581499,"about_ca_topic_score_gemma":0.000015185982,"teacher_disagreement_score":0.12293584,"about_ca_system_score_codex":0.000111508794,"about_ca_system_score_gemma":0.0001385089,"threshold_uncertainty_score":0.69776934},"labels":[],"label_agreement":null},{"id":"W4297215855","doi":"10.1016/j.brs.2022.08.023","title":"Corrigendum to “Structural and functional correlates of deep brain stimulation-induced apathy in Parkinson's disease”","year":2022,"lang":"en","type":"erratum","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apathy; Stimulation; Deep brain stimulation; Subthalamic nucleus; Psychology; Brain stimulation; Transcranial magnetic stimulation; Neuroscience; Medicine; Physical medicine and rehabilitation; Parkinson's disease; Audiology; Internal medicine; Disease","score_opus":0.02740331326187488,"score_gpt":0.2749219992126518,"score_spread":0.24751868595077692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297215855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823635,0.001099425,0.00037761967,0.0031571495,0.009345165,0.0021709308,0.00021828468,0.00009121108,0.0011766778],"genre_scores_gemma":[0.98314106,0.000015670787,0.00009972658,0.0017962982,0.00024507035,0.00009352493,0.00400837,0.000053688236,0.0105465725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977792,0.00015035432,0.00051575905,0.00067420356,0.00058866554,0.00029181686],"domain_scores_gemma":[0.99879694,0.00033060412,0.00024629539,0.0002989949,0.00008469223,0.00024248268],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014363273,0.00036865773,0.0005770169,0.00040603802,0.00014000354,0.00002130076,0.00007385581,0.000281714,0.0010275006],"category_scores_gemma":[0.0007328792,0.00034025143,0.0001388147,0.00043598382,0.000049047605,0.000086140695,0.00011070151,0.00055206916,0.000010186426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041574645,0.0005332979,0.7444932,0.00033933288,0.00020561913,0.00025220492,0.00061753776,0.021977447,0.00026399564,0.00036201085,0.20479928,0.021998644],"study_design_scores_gemma":[0.0025184446,0.00070414355,0.922653,0.00007726817,0.00012157623,0.0000054286616,0.000033048393,0.05866226,0.0000013816731,0.0022953798,0.012671507,0.00025656656],"about_ca_topic_score_codex":0.00006776727,"about_ca_topic_score_gemma":0.000059623868,"teacher_disagreement_score":0.19212776,"about_ca_system_score_codex":0.00014178701,"about_ca_system_score_gemma":0.0001415397,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W4297327870","doi":"10.1016/j.brs.2022.09.014","title":"A replication study of NMDA receptor agonism sufficiency to enhance 10-Hz rTMS-induced motor cortex plasticity","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Agonism; Neuroscience; NMDA receptor; Replication (statistics); Motor cortex; Neuroplasticity; Psychology; Plasticity; Receptor; Biology; Medicine; Internal medicine; Political science; Physics","score_opus":0.053517600166949245,"score_gpt":0.3305930170620743,"score_spread":0.27707541689512505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297327870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427284,0.000010427608,0.002895534,0.046205327,0.0011087799,0.0055420604,0.00033260367,0.00035586406,0.00082102016],"genre_scores_gemma":[0.9529202,0.0000026817368,0.00033320772,0.041675337,0.00072545704,0.0006635265,0.00011890608,0.00010989545,0.0034508044],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934515,0.00077949825,0.0012895549,0.002106846,0.0018152647,0.0005573413],"domain_scores_gemma":[0.99372745,0.003618443,0.00087586034,0.0013556656,0.000319252,0.00010334395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047776435,0.00058752345,0.000792954,0.00060792634,0.00054651586,0.000079967285,0.00079791667,0.0003591949,0.001807683],"category_scores_gemma":[0.005747704,0.00065082737,0.00017133796,0.0014155372,0.00010084902,0.0001846527,0.00026868185,0.00091251987,0.00018588937],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006166652,0.00086471677,0.00014030858,0.00010809662,0.000030812116,0.00001336352,0.0031832936,0.0054470343,0.8977007,0.000058084974,0.0888528,0.002984099],"study_design_scores_gemma":[0.0074023893,0.023228116,0.25035086,0.00028346936,0.00043256802,0.000012387767,0.0006631161,0.018468894,0.030306157,0.0003430217,0.66457963,0.0039293524],"about_ca_topic_score_codex":0.00018376256,"about_ca_topic_score_gemma":0.000016728152,"teacher_disagreement_score":0.86739457,"about_ca_system_score_codex":0.00028465042,"about_ca_system_score_gemma":0.0001361919,"threshold_uncertainty_score":0.9995943},"labels":[],"label_agreement":null},{"id":"W4298111657","doi":"10.1016/j.brs.2022.09.009","title":"Evidence for a modulating effect of transcutaneous auricular vagus nerve stimulation (taVNS) on salivary alpha-amylase as indirect noradrenergic marker: A pooled mega-analysis","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"KU Leuven; Fonds Wetenschappelijk Onderzoek; Vlaamse regering; Deutsche Forschungsgemeinschaft","keywords":"Vagus nerve stimulation; Stimulation; Medicine; Alpha-amylase; Vagus nerve; Alpha (finance); Endocrinology; Internal medicine; Neuroscience; Anesthesia; Amylase; Psychology; Chemistry; Surgery; Enzyme","score_opus":0.07380754002486936,"score_gpt":0.3636865278376056,"score_spread":0.28987898781273624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298111657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814738,0.00015635976,0.013666555,0.0005494161,0.00018688606,0.0032865128,0.00018234723,0.00023648566,0.00026164867],"genre_scores_gemma":[0.9975031,0.0000034464947,0.000613212,0.0002865584,0.000096409305,0.0005307665,0.00026441092,0.0000969962,0.00060510554],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9909145,0.0033856467,0.0011993262,0.0014498212,0.002346034,0.0007046582],"domain_scores_gemma":[0.9805311,0.017351877,0.0007339435,0.0009266729,0.00023192569,0.00022447102],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030383123,0.0005372411,0.0009714773,0.0015859442,0.00095995975,0.00012642615,0.0006379435,0.00016442193,0.0009816044],"category_scores_gemma":[0.0093342755,0.00053709856,0.00092919805,0.0041241357,0.000109613226,0.0004757981,0.00018780908,0.00045188708,0.00002009292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034035733,0.0001925384,0.008472008,0.00012286218,0.00025041992,0.000081035,0.00028964883,0.84700686,0.13391633,0.00035641034,0.000079659854,0.005828623],"study_design_scores_gemma":[0.002839068,0.0026723722,0.027533019,0.000070834336,0.0010184224,0.000036065136,0.000015121271,0.9200226,0.044766728,0.0004928099,0.00004889665,0.00048406338],"about_ca_topic_score_codex":0.0002888545,"about_ca_topic_score_gemma":0.000014022216,"teacher_disagreement_score":0.08914961,"about_ca_system_score_codex":0.00047901456,"about_ca_system_score_gemma":0.00016671282,"threshold_uncertainty_score":0.99993163},"labels":[],"label_agreement":null},{"id":"W4300862091","doi":"10.1016/j.brs.2022.09.008","title":"Combination of transcranial direct current stimulation with online cognitive training improves symptoms of Post-acute Sequelae of COVID-19: A case series","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial direct-current stimulation; Context (archaeology); Scopus; Transcranial magnetic stimulation; Brain stimulation; Cerebrolysin; Cognition; Medicine; Mood; Psychology; Neuroscience; Delirium; Psychiatry; Stimulation; MEDLINE","score_opus":0.025989013983923774,"score_gpt":0.3301726371774755,"score_spread":0.30418362319355174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300862091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92040956,0.00027098012,0.006168759,0.06304006,0.0003941332,0.0052476656,0.0042334776,0.0001722164,0.000063152074],"genre_scores_gemma":[0.96230745,0.0000122572665,0.0007965122,0.01912872,0.00040488664,0.00011609771,0.017011013,0.00013119541,0.00009186845],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99592435,0.0005296471,0.001245719,0.0006862818,0.0012542591,0.00035972398],"domain_scores_gemma":[0.99347883,0.0033589208,0.0016062327,0.00043646747,0.00094173686,0.00017781157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006437922,0.000585885,0.0014467567,0.00094422215,0.0001435002,0.00001856846,0.00015700942,0.0004754608,0.00018810751],"category_scores_gemma":[0.001979304,0.000557764,0.00034614725,0.0006721155,0.00041823604,0.00039339392,0.00005699114,0.0009426004,5.44634e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13783608,0.00967248,0.030437913,0.13579723,0.016450992,0.024391891,0.13672493,0.11026592,0.16445568,0.00076918525,0.026304398,0.20689331],"study_design_scores_gemma":[0.24849766,0.21259856,0.1311772,0.027074846,0.048722386,0.019789109,0.008982032,0.24207716,0.010345684,0.002799138,0.037996143,0.009940076],"about_ca_topic_score_codex":0.0004113151,"about_ca_topic_score_gemma":0.00008113668,"teacher_disagreement_score":0.20292608,"about_ca_system_score_codex":0.00041664502,"about_ca_system_score_gemma":0.0015532818,"threshold_uncertainty_score":0.9996874},"labels":[],"label_agreement":null},{"id":"W4304128142","doi":"10.1016/j.brs.2022.10.001","title":"Multi-modal investigation of transcranial ultrasound-induced neuroplasticity of the human motor cortex","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University Health Network; Toronto Western Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Neuromodulation; Motor cortex; Neuroscience; Magnetoencephalography; Neuroplasticity; Psychology; Brain stimulation; Transcranial direct-current stimulation; Stimulation; Electroencephalography","score_opus":0.019961715506603778,"score_gpt":0.23229030132710968,"score_spread":0.2123285858205059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304128142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99488425,0.0000069365833,0.0043382877,0.000044735043,0.00012760513,0.00034098022,0.00008256097,0.00007400616,0.00010063614],"genre_scores_gemma":[0.99943376,4.2058034e-7,0.00036972144,0.00003526035,0.000036080484,0.000036441033,0.00003732975,0.000021602858,0.000029416278],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99925554,0.000067185654,0.00026597307,0.00011108473,0.000208399,0.00009182723],"domain_scores_gemma":[0.99944896,0.00022934824,0.00007407446,0.00018368723,0.00003723804,0.000026698233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010185985,0.00008883791,0.00011607983,0.000052958218,0.00018285518,0.000006294572,0.00014712146,0.000034909142,0.00007632456],"category_scores_gemma":[0.00004795616,0.00008442155,0.00007005308,0.00025329395,0.00004584887,0.00005693642,0.000013433135,0.00013667748,0.0000011146095],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053268004,0.000030461808,0.0074690417,0.000019834033,0.000011227652,6.078743e-8,0.0006374757,0.06822267,0.9231299,0.000354528,0.000025080977,0.000094345],"study_design_scores_gemma":[0.0006057781,0.00005372318,0.8853403,0.000006384554,0.000027587246,0.0000032161872,0.000048128855,0.09564539,0.017840028,0.0002288525,0.00010240874,0.00009821674],"about_ca_topic_score_codex":0.0000418792,"about_ca_topic_score_gemma":0.000019605459,"teacher_disagreement_score":0.90528995,"about_ca_system_score_codex":0.000036445937,"about_ca_system_score_gemma":0.000021479338,"threshold_uncertainty_score":0.34426108},"labels":[],"label_agreement":null},{"id":"W4306173854","doi":"10.1016/j.brs.2022.09.011","title":"Maximizing brain networks engagement via individualized connectome-wide target search","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Alberta Children's Hospital; Centre for Addiction and Mental Health","funders":"National Institute of Dental and Craniofacial Research; Ministero della Salute; National Institute of Mental Health; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital; National Institute on Aging; Centre d'Imagerie BioMédicale; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; Government of Canada; University of Minnesota; University of Southern California; National Institute of Neurological Disorders and Stroke; Massachusetts General Hospital","keywords":"Connectomics; Neuromodulation; Connectome; Neuroscience; Brain stimulation; Computer science; Deep brain stimulation; Stimulation; Psychology; Machine learning; Medicine; Functional connectivity; Disease; Parkinson's disease","score_opus":0.0446125655386139,"score_gpt":0.31278315649502086,"score_spread":0.26817059095640694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306173854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93850094,0.00028139527,0.041390963,0.015491841,0.00022159432,0.0015524451,0.000022880256,0.00020737166,0.002330575],"genre_scores_gemma":[0.9825962,0.000003635067,0.0018106898,0.014227451,0.000057056724,0.0001091759,0.00055807247,0.00002792484,0.0006097475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99816793,0.00045193938,0.00025281156,0.0003487339,0.0004609353,0.0003176747],"domain_scores_gemma":[0.99870956,0.0008573001,0.00007114173,0.00021737293,0.000036334182,0.00010831504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066593016,0.00015346853,0.0002420031,0.00013213084,0.00041381127,0.000024136767,0.00008316551,0.000052930147,0.0021803223],"category_scores_gemma":[0.0002832115,0.00014167141,0.0000938997,0.00033709843,0.00003089457,0.000056797166,0.00017427646,0.00035228574,0.000023892993],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002105941,0.0017168799,0.40930492,0.000066719,0.00041439183,0.00052078924,0.0013053193,0.50219125,0.0020387003,0.001196018,0.031373113,0.047765985],"study_design_scores_gemma":[0.015858445,0.0022969446,0.5486291,0.000021186757,0.00012659495,0.000020932117,0.0002472559,0.40072864,0.00014624493,0.0061858846,0.02533107,0.00040767062],"about_ca_topic_score_codex":0.000025046196,"about_ca_topic_score_gemma":0.0000011441659,"teacher_disagreement_score":0.1393242,"about_ca_system_score_codex":0.000095207026,"about_ca_system_score_gemma":0.000026990738,"threshold_uncertainty_score":0.9987318},"labels":[],"label_agreement":null},{"id":"W4307658828","doi":"10.1016/j.brs.2022.10.005","title":"Efficacity of tDCS in catatonic patients with Phelan McDermid syndrome, a case series","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Catatonia; Electroconvulsive therapy; Psychiatry; Medicine; Mania; Intellectual disability; Schizophrenia (object-oriented programming); Pediatrics; Psychology; Bipolar disorder; Mood","score_opus":0.01223024249405944,"score_gpt":0.25497579083051963,"score_spread":0.2427455483364602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307658828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92487156,0.00018697353,0.000025624895,0.072975926,0.00006924972,0.0016061954,0.00011218593,0.00005339913,0.000098855584],"genre_scores_gemma":[0.92948216,0.000010514428,0.00021086304,0.066998646,0.00013074595,0.00014250958,0.0021441535,0.000089987945,0.0007904395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981424,0.00015354974,0.0004474327,0.00041157825,0.00052361254,0.00032141284],"domain_scores_gemma":[0.99874586,0.00032472308,0.00032412398,0.00039024992,0.00018237982,0.0000326943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016422111,0.00031676752,0.00070687174,0.00035690833,0.00009464921,0.000007391719,0.000083174644,0.00021855823,0.00020229307],"category_scores_gemma":[0.00012258325,0.00028156288,0.00007933291,0.00045753957,0.00011496338,0.000091065405,0.000056601402,0.0009467672,0.0000040958553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071758525,0.0013770392,0.5447654,0.0039813323,0.0018781422,0.05221452,0.005731773,0.002865719,0.00027107823,0.00003280496,0.3768142,0.0028921538],"study_design_scores_gemma":[0.02776578,0.016707862,0.78640294,0.0014208418,0.0010739375,0.01431645,0.00033130628,0.00060994533,0.00029552987,0.00024963735,0.14884594,0.0019798628],"about_ca_topic_score_codex":0.00016395558,"about_ca_topic_score_gemma":0.00016513847,"teacher_disagreement_score":0.2416375,"about_ca_system_score_codex":0.0003158083,"about_ca_system_score_gemma":0.00012890049,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W4309436561","doi":"10.1016/j.brs.2022.11.003","title":"Phase-amplitude coupling in high-gamma frequency range induces LTP-like plasticity in human motor cortex: EEG-TMS evidence","year":2022,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario Brain Institute; Centre for Addiction and Mental Health","funders":"H2020 European Research Council; Horizon 2020; Medizinischen Fakultät, Eberhard Karls Universität Tübingen; European Research Council; Eberhard Karls Universität Tübingen; Academy of Finland","keywords":"Transcranial magnetic stimulation; Transcranial alternating current stimulation; Neuroscience; Coupling (piping); Oscillation (cell signaling); Amplitude; Motor cortex; Physics; Phase (matter); Plasticity; Human brain; Electroencephalography; Long-term potentiation; Neuroplasticity; Stimulation; Nuclear magnetic resonance; Psychology; Materials science; Chemistry; Optics; Quantum mechanics","score_opus":0.07253692882286318,"score_gpt":0.3184885264781234,"score_spread":0.24595159765526026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309436561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967578,0.000045616605,0.0005428118,0.028329855,0.0015433603,0.0015372582,0.00019621385,0.00016085987,0.00006604407],"genre_scores_gemma":[0.92593086,0.000021169799,0.00007472557,0.071932316,0.0007296873,0.00023637142,0.0004467948,0.00009440263,0.0005336786],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9951532,0.00044813624,0.0010432915,0.0014981584,0.0011444894,0.0007127103],"domain_scores_gemma":[0.9953251,0.0034472726,0.0006089559,0.00047611943,0.000064832544,0.00007771599],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00061269815,0.00056465255,0.0006499246,0.0009094511,0.00036884437,0.00021555238,0.00063103513,0.00059449224,0.00051607116],"category_scores_gemma":[0.0018488235,0.0006187919,0.00014320038,0.0010055917,0.00012902483,0.00070643745,0.000201291,0.002491046,0.000025607951],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030252783,0.00045513548,0.0035650868,0.00030847258,0.000011046778,0.00096086436,0.00023312123,0.022144685,0.95331615,0.00045620772,0.017672164,0.0005745252],"study_design_scores_gemma":[0.01606734,0.0045700762,0.31100205,0.0024830839,0.00016235457,0.00008050956,0.000056881065,0.6234894,0.0021258527,0.011991001,0.023251636,0.0047198185],"about_ca_topic_score_codex":0.0010137424,"about_ca_topic_score_gemma":0.00022360634,"teacher_disagreement_score":0.9511903,"about_ca_system_score_codex":0.00074451393,"about_ca_system_score_gemma":0.00012642895,"threshold_uncertainty_score":0.9998102},"labels":[],"label_agreement":null},{"id":"W4312057125","doi":"10.1016/j.brs.2022.12.005","title":"Three-layer model with absorption for conservative estimation of the maximum acoustic transmission coefficient through the human skull for transcranial ultrasound stimulation","year":2022,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; Fondation Bettencourt Schueller; Labex; Agence Nationale de la Recherche; UK Research and Innovation; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust","keywords":"Ultrasound; Absorption (acoustics); Biomedical engineering; Materials science; Human head; Transcranial alternating current stimulation; Acoustics; Skull; Transmission (telecommunications); Attenuation coefficient; Human skull; Medicine; Optics; Physics; Anatomy; Computer science; Transcranial magnetic stimulation; Stimulation; Telecommunications","score_opus":0.027891430392402203,"score_gpt":0.26614444700732426,"score_spread":0.23825301661492204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312057125","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31185985,0.000024890076,0.6853135,0.00038161743,0.000050329512,0.0020612504,0.00018315727,0.00007669796,0.000048687773],"genre_scores_gemma":[0.98631763,0.0000012512129,0.012264151,0.00011228088,0.000046092217,0.00081444695,0.00035124837,0.000051154333,0.00004171805],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890804,0.000038206115,0.0003448874,0.00021680567,0.00030434044,0.00018772681],"domain_scores_gemma":[0.9986901,0.00078887824,0.00012592075,0.00025303752,0.00011835715,0.000023650744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025244578,0.00017992049,0.00016682036,0.000043487827,0.0008666345,0.000030459358,0.00018388352,0.000064856176,0.000029667717],"category_scores_gemma":[0.00003325516,0.00012554173,0.00011657289,0.0002776785,0.00007872093,0.00014726626,0.000007781745,0.00013455015,4.6659054e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010907652,0.000068479865,0.000052231964,0.00006263583,0.00002950427,1.750729e-8,0.0020078355,0.84708875,0.14558445,0.0034323374,0.00022960926,0.0013350496],"study_design_scores_gemma":[0.0015865184,0.00014485969,0.003064274,0.000022693808,0.00014165793,0.0000030999029,0.00015277896,0.9754221,0.0022513676,0.016429802,0.0006131595,0.00016767648],"about_ca_topic_score_codex":0.000023684659,"about_ca_topic_score_gemma":0.000045701698,"teacher_disagreement_score":0.6744578,"about_ca_system_score_codex":0.00011213278,"about_ca_system_score_gemma":0.00004834921,"threshold_uncertainty_score":0.6665539},"labels":[],"label_agreement":null},{"id":"W4317677548","doi":"10.1016/j.brs.2023.01.1672","title":"Non-invasive brain stimulation for fatigue in post-acute sequelae of SARS-CoV-2 (PASC)","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus disease 2019 (COVID-19); Stimulation; Brain stimulation; 2019-20 coronavirus outbreak; Physical medicine and rehabilitation; Neuroscience; Virology; Internal medicine; Psychology","score_opus":0.0535851204915679,"score_gpt":0.3771969446186052,"score_spread":0.3236118241270373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317677548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695441,0.000018146253,0.015980879,0.010314251,0.00021265882,0.0034650082,0.00009186808,0.00020185599,0.00017121476],"genre_scores_gemma":[0.9922754,0.0000038306916,0.0027199835,0.002848838,0.00018082895,0.00014414714,0.0015111852,0.00007206807,0.00024369337],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99788797,0.00010491323,0.00066291355,0.0004799606,0.0004620614,0.00040220717],"domain_scores_gemma":[0.9948754,0.003939025,0.00028940174,0.00044903863,0.00035614395,0.0000910266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008411148,0.0002764161,0.0005323557,0.00077382976,0.000077343895,0.00002645751,0.00013461651,0.00025702303,0.00001776896],"category_scores_gemma":[0.0046608965,0.00028431736,0.00019334874,0.0009086385,0.00007586306,0.00035518486,0.0000629052,0.00016197996,0.0000480363],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016498422,0.00015908662,0.05003493,0.001122365,0.00017730775,0.0000817147,0.002019931,0.042933803,0.8865867,0.00042504663,0.009986807,0.0048224595],"study_design_scores_gemma":[0.010790992,0.0015412194,0.61095464,0.0006433878,0.00016212816,0.00001263863,0.00008874083,0.31316575,0.059609734,0.0022589557,0.00037481464,0.00039701798],"about_ca_topic_score_codex":0.0002471459,"about_ca_topic_score_gemma":0.00021418362,"teacher_disagreement_score":0.82697695,"about_ca_system_score_codex":0.00025677937,"about_ca_system_score_gemma":0.0003632399,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W4318761317","doi":"10.1016/j.brs.2023.01.1680","title":"Repetitive transcranial magnetic stimulation for preventing relapse in antidepressant treatment-resistant depression: A systematic review and meta-analysis of randomized controlled trials","year":2023,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H. Lundbeck A/S; Eisai; Teijin Pharma; Daiichi-Sankyo; Japan Agency for Medical Research and Development; Daiichi Sankyo Europe; Ministry of Health, Labour and Welfare; Takeda Pharmaceutical Company; Eli Lilly and Company","keywords":"Depression (economics); Neurostimulation; Major depressive disorder; Randomized controlled trial; Antidepressant; Transcranial magnetic stimulation; Treatment-resistant depression; Psychiatry; Electroconvulsive therapy; Medicine; Internal medicine; Mood; Psychology; Anxiety; Stimulation","score_opus":0.19758044636404712,"score_gpt":0.41743703520520625,"score_spread":0.21985658884115913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318761317","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004014416,0.94032985,0.0026852842,0.00012931401,0.00008839759,0.05568869,0.00088061247,0.00011523978,0.000042459116],"genre_scores_gemma":[0.004532917,0.97874045,0.00042641337,0.000063802414,0.000044499662,0.01508774,0.00018323334,0.00011592988,0.0008050205],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9749664,0.012962985,0.009365388,0.0014187058,0.000854487,0.00043200311],"domain_scores_gemma":[0.8914307,0.10203308,0.005480193,0.00069599523,0.00026514023,0.00009489283],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.012721726,0.0010768424,0.04827785,0.0018639782,0.00019297967,0.00010312274,0.00027098184,0.00036443275,0.00015886872],"category_scores_gemma":[0.06269348,0.0006538418,0.011559637,0.002330567,0.00020406928,0.00018909399,0.000047965535,0.00016782065,0.0000037503962],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023990287,0.00042199765,0.0000026232883,0.8262761,0.13873677,0.000023053202,0.00064284925,0.005035626,0.0001623912,0.0006723971,0.00001298045,0.0040229103],"study_design_scores_gemma":[0.08757741,0.00019869299,0.000019828256,0.03389842,0.86378145,0.000003115456,0.000009852373,0.013753263,0.0000022278662,0.00018120137,0.000104204766,0.00047035515],"about_ca_topic_score_codex":0.00006252322,"about_ca_topic_score_gemma":0.000058589165,"teacher_disagreement_score":0.7923777,"about_ca_system_score_codex":0.000112828275,"about_ca_system_score_gemma":0.00013366608,"threshold_uncertainty_score":0.9995913},"labels":[],"label_agreement":null},{"id":"W4320897500","doi":"10.1016/j.brs.2023.01.647","title":"Investigating the effects of cerebellar transcranial ultrasound stimulation on motor cortex excitability","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto; Krembil Foundation","funders":"","keywords":"Stimulation; Transcranial magnetic stimulation; Sonication; Motor cortex; Neuroscience; Scalp; Psychology; Brain stimulation; Chemistry; Medicine; Anesthesia; Anatomy","score_opus":0.03299201991730977,"score_gpt":0.28895953865228574,"score_spread":0.255967518734976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320897500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934627,0.00002021166,0.002457665,0.00090859114,0.0005938135,0.0016589083,0.000038066017,0.00036627136,0.00049378414],"genre_scores_gemma":[0.99887735,0.000010006419,0.00018327,0.00048162602,0.00016399309,0.000058216934,0.000017763807,0.000040732873,0.00016706731],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99708503,0.00052586285,0.0006149887,0.0005865515,0.0008316384,0.00035594555],"domain_scores_gemma":[0.9815989,0.017522817,0.00023246273,0.00045430745,0.000108857486,0.0000826484],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00055256765,0.00027903443,0.00031452306,0.00019952618,0.00047757654,0.000051786723,0.00025656188,0.00012272061,0.000059526996],"category_scores_gemma":[0.010047549,0.00022751145,0.00015280573,0.0012894747,0.00038200218,0.00019005123,0.000031095817,0.00020750897,0.00008634367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011784932,0.00007748916,0.0053048953,0.000138959,0.00001018631,0.0000020128873,0.0019681216,0.038940784,0.9490835,0.0017065082,0.00013785456,0.0025118357],"study_design_scores_gemma":[0.002045664,0.00048805523,0.91346765,0.000076651966,0.000042607626,0.0000019078884,0.000051023097,0.06576428,0.012947029,0.004776537,0.00011447754,0.00022414226],"about_ca_topic_score_codex":0.000043168726,"about_ca_topic_score_gemma":0.000009342014,"teacher_disagreement_score":0.9361365,"about_ca_system_score_codex":0.000053517502,"about_ca_system_score_gemma":0.000043423683,"threshold_uncertainty_score":0.99829125},"labels":[],"label_agreement":null},{"id":"W4320897566","doi":"10.1016/j.brs.2023.01.714","title":"Establishing the non-human primate as an animal model for temporal interference stimulation. I. Simulations of electric fields","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Macaque; Electric field; Amplitude; Stimulation; Offset (computer science); Waveform; Rhesus macaque; Primate; Physics; Neuroscience; Interference (communication); Materials science; Acoustics; Nuclear magnetic resonance; Computer science; Biology; Optics; Telecommunications; Voltage","score_opus":0.07670602387835158,"score_gpt":0.3718490947409822,"score_spread":0.29514307086263064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320897566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92192334,0.0000013440111,0.076804146,0.00031527245,0.00010998189,0.00057183934,0.000019022847,0.00017049855,0.000084550586],"genre_scores_gemma":[0.9990222,0.0000011884009,0.00023614381,0.00029844203,0.00006695126,0.000027256061,0.000026732587,0.000025096673,0.00029597743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986289,0.000056085257,0.0003395289,0.0003881881,0.0002883376,0.00029895158],"domain_scores_gemma":[0.99820775,0.0012329549,0.00014310505,0.00028576117,0.00007088684,0.00005954144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030104897,0.00014700892,0.00014432847,0.00025326357,0.00040481897,0.00012595972,0.00034686844,0.0000661352,0.000009913673],"category_scores_gemma":[0.0014798391,0.00012431439,0.0000612681,0.0010212892,0.000048668066,0.00096878223,0.00006899848,0.00014425469,0.0000057232073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021916101,0.000016636403,0.00019055468,0.000011295554,5.682954e-7,5.684315e-7,0.00025930523,0.54742014,0.45017922,0.0015091499,0.00005815118,0.0003324863],"study_design_scores_gemma":[0.00029779322,0.00023816522,0.0036968582,0.000014369708,0.000006890158,0.0000015506191,0.000011950944,0.9043805,0.08755835,0.003654391,0.000015975043,0.00012321559],"about_ca_topic_score_codex":0.000019788009,"about_ca_topic_score_gemma":0.00000745279,"teacher_disagreement_score":0.3626209,"about_ca_system_score_codex":0.000025560683,"about_ca_system_score_gemma":0.000052327374,"threshold_uncertainty_score":0.50693935},"labels":[],"label_agreement":null},{"id":"W4320898235","doi":"10.1016/j.brs.2023.01.815","title":"Recruitment of the indirect pathway by subthalamic deep brain stimulation","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute","funders":"","keywords":"Deep brain stimulation; Subthalamic nucleus; Antidromic; Orthodromic; Neuroscience; Dyskinesia; Medicine; Movement disorders; Parkinson's disease; Stimulation; Psychology; Physical medicine and rehabilitation; Internal medicine; Disease","score_opus":0.05992989740958037,"score_gpt":0.31539432617071284,"score_spread":0.25546442876113246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925868,0.00008191519,0.00030514871,0.004764111,0.00012729193,0.0012858605,0.000023576671,0.00011345773,0.0007118455],"genre_scores_gemma":[0.99700254,0.000008233221,0.00005735687,0.0012276496,0.00002838755,0.000052989304,0.0002850655,0.000019327841,0.0013184242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887395,0.00012916057,0.00025993638,0.00024383233,0.00030872767,0.00018437071],"domain_scores_gemma":[0.99911666,0.0004109343,0.00012744174,0.00025442816,0.000041669075,0.000048860406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020638022,0.00013222481,0.00020240078,0.00008409091,0.00009091958,0.0000087357985,0.00006414864,0.00009685909,0.000073185896],"category_scores_gemma":[0.00037527728,0.00008875268,0.000105219115,0.0005172412,0.000042213793,0.00005273376,0.00004100777,0.00009338879,0.000047110927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006792212,0.0011128741,0.67537427,0.00014547621,0.00023177,0.000039490522,0.0011977664,0.020345993,0.11997071,0.0008942794,0.022578036,0.15743014],"study_design_scores_gemma":[0.002543237,0.00041339203,0.9557748,0.000038504695,0.00004742371,0.0000018888372,0.000025239358,0.03253318,0.0036044007,0.0033603862,0.0015570775,0.00010046471],"about_ca_topic_score_codex":0.000016421283,"about_ca_topic_score_gemma":0.000008848237,"teacher_disagreement_score":0.28040057,"about_ca_system_score_codex":0.000048064838,"about_ca_system_score_gemma":0.000026415246,"threshold_uncertainty_score":0.36192292},"labels":[],"label_agreement":null},{"id":"W4320898302","doi":"10.1016/j.brs.2023.01.796","title":"The impact of individual stroke lesions on tDCS current flow compared to neurotypical age-matched controls","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Transcranial direct-current stimulation; Neurotypical; Stroke (engine); Stroke recovery; Neuroplasticity; Physical medicine and rehabilitation; Medicine; Lesion; Brain stimulation; Population; Psychology; Rehabilitation; Neuroscience; Physical therapy; Stimulation; Surgery; Psychiatry","score_opus":0.11747895511431329,"score_gpt":0.38375673766883645,"score_spread":0.26627778255452317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932628,0.000016639658,0.0028877237,0.0016607298,0.00038832263,0.0010959719,0.00024922614,0.00026083915,0.00017770154],"genre_scores_gemma":[0.99943906,0.0000074836353,0.000102665515,0.00017976391,0.0000946049,0.000052689713,0.00002050035,0.000021999293,0.000081260856],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.997823,0.0003107106,0.00044923602,0.00036365533,0.00070394645,0.0003494492],"domain_scores_gemma":[0.99385893,0.0054926015,0.00012013527,0.00032803678,0.000080140606,0.00012013924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394262,0.00020048376,0.0003003458,0.00019774846,0.00037828725,0.00008799903,0.00030610544,0.00004952107,0.000025567288],"category_scores_gemma":[0.003288738,0.00014309502,0.00016855705,0.00078892754,0.00013318809,0.000070081696,0.00009140966,0.00017243082,0.00016802477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008318676,0.00016084597,0.0029716236,0.000008449677,0.000021688436,0.000005591512,0.001397424,0.8088239,0.15051451,0.00071891467,0.0049954886,0.02954973],"study_design_scores_gemma":[0.0016275037,0.00034960022,0.8325901,0.000022656826,0.000016534765,6.7235385e-7,0.000030230574,0.16381218,0.00046770874,0.00043325344,0.0005234326,0.0001261401],"about_ca_topic_score_codex":0.000012295914,"about_ca_topic_score_gemma":0.000008895319,"teacher_disagreement_score":0.82961845,"about_ca_system_score_codex":0.00003889713,"about_ca_system_score_gemma":0.000045892746,"threshold_uncertainty_score":0.5835245},"labels":[],"label_agreement":null},{"id":"W4320898540","doi":"10.1016/j.brs.2023.01.810","title":"Right orbitofrontal rTMS benefits patients with treatment-resistant depression after unsuccessful DLPFC rTMS","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dorsolateral prefrontal cortex; Orbitofrontal cortex; Depression (economics); Anhedonia; Transcranial magnetic stimulation; Major depressive disorder; Anxiety; Psychology; Medicine; Psychiatry; Clinical psychology; Internal medicine; Prefrontal cortex; Mood; Schizophrenia (object-oriented programming); Stimulation; Cognition","score_opus":0.01816440222602822,"score_gpt":0.2520756598584847,"score_spread":0.23391125763245646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961234,0.000055505192,0.00054466067,0.00035297027,0.00033255687,0.0009839718,0.00016659049,0.00045366964,0.0009867287],"genre_scores_gemma":[0.9985196,0.00000948296,0.0002492844,0.00020707856,0.000107778884,0.00013800268,0.00009373052,0.00005525019,0.0006197797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762493,0.00013057678,0.00037132314,0.00072896987,0.0007048726,0.0004393491],"domain_scores_gemma":[0.99855125,0.0007451271,0.00013788432,0.00035157718,0.0000920973,0.000122067235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007628143,0.0003416886,0.00028014733,0.000245687,0.00038185096,0.00009440891,0.00015298829,0.000103211816,0.00022592067],"category_scores_gemma":[0.00020755213,0.00025392332,0.000082419705,0.00081626343,0.00011441897,0.00038312637,0.000057002722,0.000083391664,0.00027964692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061833817,0.00091035664,0.7966635,0.00006921267,0.0000648576,0.00011862519,0.0019159125,0.114267856,0.044905726,0.0011524836,0.0007085041,0.033039562],"study_design_scores_gemma":[0.004975175,0.00052904483,0.9803569,0.00006329265,0.000045540346,0.0000011438306,0.00001359161,0.009887169,0.0020369017,0.00020862247,0.0015507528,0.00033190963],"about_ca_topic_score_codex":0.00007491123,"about_ca_topic_score_gemma":0.00009997887,"teacher_disagreement_score":0.18369333,"about_ca_system_score_codex":0.00011474079,"about_ca_system_score_gemma":0.00003067345,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W4320898542","doi":"10.1016/j.brs.2023.01.775","title":"Transcranial direct current stimulation (tDCS) therapy combined with varenicline to improve smoking cessation outcomes: a proof-of-concept double-blind sham-controlled trial","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial direct-current stimulation; Varenicline; Smoking cessation; Craving; Medicine; Abstinence; Randomized controlled trial; Pharmacotherapy; Anesthesia; Bupropion; Nicotine replacement therapy; Psychology; Stimulation; Internal medicine; Psychiatry; Addiction","score_opus":0.09116052417651314,"score_gpt":0.3553872019758159,"score_spread":0.26422667779930276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564973,0.00004070718,0.027112218,0.0014810376,0.0013542828,0.012617891,0.00006883257,0.00052138866,0.000306313],"genre_scores_gemma":[0.997764,0.0000056253325,0.00025206906,0.00019655835,0.0003308397,0.0010395473,0.00009587603,0.000082650404,0.00023285543],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99537915,0.00040157512,0.0013373073,0.0010157791,0.0013193651,0.0005468197],"domain_scores_gemma":[0.99552035,0.0029188546,0.00056441827,0.0004925188,0.00034676745,0.00015707071],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008225713,0.00054315646,0.0010331417,0.0006962545,0.00036565712,0.0001243488,0.00031757745,0.00017165838,0.00012008315],"category_scores_gemma":[0.0010303797,0.0004393414,0.00029219416,0.0021192238,0.00013641726,0.0004817478,0.0000445895,0.00024808777,0.000018432602],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5797876,0.00084658276,0.0015116773,0.000051478153,0.00009565276,0.0000042345478,0.0043217544,0.34473112,0.029183649,0.00041868843,0.00007702616,0.038970526],"study_design_scores_gemma":[0.81881845,0.005237104,0.033915933,0.00010757411,0.00017445056,7.5348476e-7,0.000054500008,0.13063538,0.0096201105,0.0004896018,0.0002451306,0.0007010343],"about_ca_topic_score_codex":0.00004350107,"about_ca_topic_score_gemma":0.000028056225,"teacher_disagreement_score":0.23903082,"about_ca_system_score_codex":0.00009645318,"about_ca_system_score_gemma":0.00013685151,"threshold_uncertainty_score":0.9998058},"labels":[],"label_agreement":null},{"id":"W4320898602","doi":"10.1016/j.brs.2023.01.782","title":"Tractography analysis of subcallosal cingulate DBS for treatment-resistant depression using normative connectome data","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Tractography; White matter; Connectome; Human Connectome Project; Neuroscience; Psychology; Depression (economics); Medicine; Magnetic resonance imaging; Functional connectivity; Radiology","score_opus":0.27062777260093585,"score_gpt":0.47059152272070376,"score_spread":0.1999637501197679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77749616,0.000020326752,0.22090955,0.00031124585,0.000013072361,0.00064281066,0.00039359534,0.00018022693,0.00003299951],"genre_scores_gemma":[0.9758898,0.000011051293,0.021144664,0.000052309286,0.000025807018,0.000029783969,0.0028009843,0.000018099116,0.000027472388],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991461,0.000023638568,0.00028037833,0.00028437114,0.00013213676,0.00013339925],"domain_scores_gemma":[0.9987069,0.00045831923,0.0001741898,0.00051961787,0.000095184856,0.00004580494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014990855,0.00010452984,0.00029101668,0.00051632733,0.000092208335,0.0000085770625,0.000081211496,0.000043973232,0.000008629961],"category_scores_gemma":[0.00014638249,0.00009017696,0.00012481486,0.0014546883,0.000035204946,0.0001270538,0.000038616156,0.000029641902,7.9340015e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012612515,0.00047823307,0.14262041,0.00016120315,0.0013879444,0.000011528655,0.0007455932,0.082808055,0.7446446,0.0011862743,0.00068632944,0.024008602],"study_design_scores_gemma":[0.0009103865,0.00010723612,0.23275231,0.000034947854,0.0010286217,0.0000011693614,0.000026973301,0.76001555,0.0038138682,0.0005525872,0.00067516894,0.00008119754],"about_ca_topic_score_codex":0.00004577454,"about_ca_topic_score_gemma":0.000009080495,"teacher_disagreement_score":0.7408307,"about_ca_system_score_codex":0.000034417662,"about_ca_system_score_gemma":0.00002455762,"threshold_uncertainty_score":0.36773098},"labels":[],"label_agreement":null},{"id":"W4320898893","doi":"10.1016/j.brs.2023.01.605","title":"Adaptive network interactions in cognition after stimulation-induced inferior parietal lobe inhibition","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Hemispheric Asymmetry in Neuroscience","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital","funders":"","keywords":"CTBS; Task-positive network; Default mode network; Psychology; Neuroscience; Cognition; Functional magnetic resonance imaging; Resting state fMRI; Brain stimulation; Stimulation; Parietal lobe; Transcranial magnetic stimulation; Cognitive psychology; Primary motor cortex","score_opus":0.06211398014157991,"score_gpt":0.32606279313670933,"score_spread":0.2639488129951294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98442775,0.0000025732452,0.011237698,0.0005467227,0.0007481801,0.0007322708,0.000021838587,0.00039071703,0.0018922414],"genre_scores_gemma":[0.9977165,0.0000028044176,0.00037898007,0.0011503322,0.00023556108,0.00017426905,0.00004806175,0.000035815458,0.00025771547],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974781,0.0003199401,0.00051000196,0.0006867816,0.0005090378,0.0004961364],"domain_scores_gemma":[0.99778867,0.0015717692,0.00018672383,0.0002619784,0.00008070681,0.000110126806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040031812,0.00022985823,0.00019702021,0.00026514012,0.00025351258,0.00011933149,0.00012081542,0.0000988906,0.00017409862],"category_scores_gemma":[0.0025034803,0.00025892822,0.000071458264,0.003033517,0.00010345893,0.001122852,0.00011325103,0.00032580525,0.00048595294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044239487,0.00021565112,0.019484939,0.000025103005,0.000004807153,0.00015522387,0.0009705623,0.43347284,0.5297411,0.001018524,0.0013882174,0.013080625],"study_design_scores_gemma":[0.00093672704,0.00011922019,0.34412184,0.00011500226,0.000011247789,0.000014964722,0.00007737925,0.6318036,0.018913282,0.003202174,0.00032802598,0.00035657312],"about_ca_topic_score_codex":0.000025103123,"about_ca_topic_score_gemma":0.00006175354,"teacher_disagreement_score":0.51082784,"about_ca_system_score_codex":0.0001571562,"about_ca_system_score_gemma":0.000075763055,"threshold_uncertainty_score":0.9999863},"labels":[],"label_agreement":null},{"id":"W4320898898","doi":"10.1016/j.brs.2023.01.590","title":"Predictors of future deep brain stimulation surgery in de novo Parkinson’s disease: analysis of the PPMI cohort","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Deep brain stimulation; Parkinson's disease; Cohort; Medicine; Neuroscience; Disease; Psychology; Internal medicine","score_opus":0.017008288699442597,"score_gpt":0.27866958302600253,"score_spread":0.26166129432655993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965304,0.00008947645,0.0002554384,0.0024170931,0.00009385058,0.00048909517,0.000041064424,0.00004064802,0.000042941156],"genre_scores_gemma":[0.9989878,0.000025589581,0.000026246638,0.00041360225,0.00004622912,0.000021648933,0.00038049446,0.000012267921,0.00008613367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870884,0.00016044715,0.00038173818,0.00022798667,0.0003506459,0.00017036569],"domain_scores_gemma":[0.99864936,0.00078494183,0.00016710538,0.00027028454,0.000055898076,0.00007241934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003642331,0.00011524089,0.0003579528,0.0003889199,0.000037938542,0.000004502932,0.00005473618,0.000091261,0.000063284795],"category_scores_gemma":[0.0007445087,0.00008234312,0.00024014887,0.0020105524,0.00004697266,0.00005102733,0.000027817723,0.00007941031,0.000002019606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026689473,0.00016767405,0.87536293,0.000036703655,0.00026335346,0.000013729787,0.00013783161,0.121568106,0.00026328053,0.000029311326,0.00036763443,0.0015225358],"study_design_scores_gemma":[0.0006735077,0.000040059014,0.8603075,0.000025650284,0.0005399925,2.2154242e-7,0.00002168904,0.13795522,0.000021484342,0.0002578477,0.000105723964,0.000051097086],"about_ca_topic_score_codex":0.000045331944,"about_ca_topic_score_gemma":0.00009023796,"teacher_disagreement_score":0.016387116,"about_ca_system_score_codex":0.00004963235,"about_ca_system_score_gemma":0.000061315084,"threshold_uncertainty_score":0.33578548},"labels":[],"label_agreement":null},{"id":"W4320898936","doi":"10.1016/j.brs.2023.01.584","title":"Effectiveness of optimized transcranial direct current stimulation based on the electric field strength of computational model on cognitive function in patients with mild cognitive impairment","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial direct-current stimulation; Montreal Cognitive Assessment; Psychology; Cognition; Physical medicine and rehabilitation; Effects of sleep deprivation on cognitive performance; Prefrontal cortex; Physical therapy; Audiology; Medicine; Neuroscience; Cognitive impairment; Stimulation","score_opus":0.027444583416184054,"score_gpt":0.28351081938369566,"score_spread":0.2560662359675116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320898936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9390845,0.000005782656,0.057982393,0.0000901062,0.00009572063,0.002361871,0.0001379532,0.00006975539,0.00017194134],"genre_scores_gemma":[0.99949735,0.0000021427172,0.00010099875,0.00010756387,0.0000122615465,0.00012565263,0.00012514752,0.00002598342,0.0000028896122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99727213,0.000685854,0.0004692958,0.00046953215,0.0008726484,0.00023053859],"domain_scores_gemma":[0.9835016,0.015797572,0.0002453565,0.00012181662,0.00029717965,0.000036442165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049269095,0.00025568515,0.00034922027,0.0005182587,0.00013879068,0.0000146396715,0.00008666239,0.00007325717,0.00002511784],"category_scores_gemma":[0.0010668066,0.00019821183,0.00009922229,0.0013827087,0.000073936746,0.00011623085,0.000012017353,0.00018492615,0.000005933948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02352827,0.00087424484,0.010336715,0.000101685546,0.000021224632,4.421023e-7,0.0002966385,0.9600775,0.0015847087,0.0002445499,0.000007863217,0.002926123],"study_design_scores_gemma":[0.009304361,0.0018197168,0.46764708,0.00039050222,0.000048253205,2.1119371e-8,0.000010007281,0.5182027,0.0021510886,0.00031909524,1.05228644e-7,0.00010707483],"about_ca_topic_score_codex":0.000012615257,"about_ca_topic_score_gemma":0.0000020468494,"teacher_disagreement_score":0.45731035,"about_ca_system_score_codex":0.00006098265,"about_ca_system_score_gemma":0.00007920378,"threshold_uncertainty_score":0.8082844},"labels":[],"label_agreement":null},{"id":"W4320900788","doi":"10.1016/j.brs.2023.01.579","title":"Moderating effects of gender, age and cognitive reserve on combined cognitive training and transcranial electrical stimulation","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Cognition; Cognitive training; Effects of sleep deprivation on cognitive performance; Cognitive reserve; Transcranial direct-current stimulation; Neuropsychology; Cognitive decline; Psychology; Cognitive Intervention; Audiology; Executive functions; Montreal Cognitive Assessment; Physical medicine and rehabilitation; Medicine; Stimulation; Neuroscience; Cognitive impairment; Internal medicine; Dementia","score_opus":0.07187024890293439,"score_gpt":0.32501411905494426,"score_spread":0.2531438701520099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320900788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863858,0.000030904732,0.012297305,0.00013594929,0.00007596375,0.0006626739,0.000017186456,0.00012972548,0.00026445623],"genre_scores_gemma":[0.9993868,0.000005229147,0.00012777302,0.00030664512,0.00005737233,0.000017800356,0.000028757579,0.000022210046,0.000047408903],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984167,0.00032638118,0.0002735096,0.00044908896,0.00029211072,0.00024219],"domain_scores_gemma":[0.99187356,0.007827939,0.00010842108,0.0000619696,0.000057977813,0.00007014167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027025066,0.00017469857,0.00024620988,0.00022195383,0.00021465453,0.00007139795,0.000054389322,0.00009378773,0.0000037908546],"category_scores_gemma":[0.0022033101,0.00017172495,0.00003978864,0.00038511178,0.000114619696,0.00021086042,0.000032598564,0.00017362798,0.0000030523654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019455549,0.00027530838,0.0038355673,0.00035681846,0.00006986261,0.00018759457,0.034221265,0.016415125,0.802203,0.0025321504,0.000100667916,0.13785711],"study_design_scores_gemma":[0.004299121,0.0012728733,0.10667011,0.00028307698,0.000043528424,0.0000070504107,0.00018231722,0.81324506,0.07133743,0.0024381173,0.0000022556158,0.00021907366],"about_ca_topic_score_codex":0.000026812852,"about_ca_topic_score_gemma":0.000011730389,"teacher_disagreement_score":0.79682994,"about_ca_system_score_codex":0.000014640545,"about_ca_system_score_gemma":0.000029179457,"threshold_uncertainty_score":0.700274},"labels":[],"label_agreement":null},{"id":"W4320900805","doi":"10.1016/j.brs.2023.01.526","title":"On the role of the right premotor cortex in musical rhythm perception: a dense-Transcranial Magnetic Stimulation (TMS) mapping approach","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Music Perception","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Metronome; Transcranial magnetic stimulation; Premotor cortex; Rhythm; Neuroscience; Psychology; Perception; Supplementary motor area; Beat (acoustics); Motor cortex; SMA*; Stimulus (psychology); Stimulation; Functional magnetic resonance imaging; Cognitive psychology; Computer science; Dorsum; Medicine; Anatomy; Physics; Acoustics","score_opus":0.03090611753331382,"score_gpt":0.26173870118499915,"score_spread":0.23083258365168532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320900805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502367,0.0000013792002,0.0010736408,0.00087650283,0.0002944286,0.0010831931,0.00000824325,0.00009579494,0.0015431658],"genre_scores_gemma":[0.99844813,0.0000032791233,0.00006137228,0.00097360427,0.00014058728,0.00004591672,0.000008303171,0.000018965624,0.000299867],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977397,0.00041220538,0.00036027352,0.0005182821,0.00067252445,0.00029701492],"domain_scores_gemma":[0.9987057,0.00069171534,0.00012107872,0.0004038734,0.00003526168,0.000042358584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920811,0.00016883136,0.00015416129,0.00020913393,0.00032127876,0.00005789269,0.00028711863,0.00009887461,0.00021920279],"category_scores_gemma":[0.0005485332,0.00011245156,0.0001055473,0.001451824,0.00022141884,0.0002211879,0.000061852545,0.00023921153,0.0001004757],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007433582,0.00009756623,0.00050689944,0.000012299024,5.6003284e-7,0.0000026288199,0.0022510686,0.025564827,0.96221745,0.002187287,0.00013740863,0.0069476627],"study_design_scores_gemma":[0.00040167518,0.00008990998,0.55353945,0.000033242835,0.000005018037,0.000010235318,0.00013852224,0.4424118,0.00064674177,0.0024189104,0.00020531744,0.0000991759],"about_ca_topic_score_codex":0.000019620933,"about_ca_topic_score_gemma":0.000010944534,"teacher_disagreement_score":0.96157074,"about_ca_system_score_codex":0.00006956927,"about_ca_system_score_gemma":0.000046361423,"threshold_uncertainty_score":0.45856416},"labels":[],"label_agreement":null},{"id":"W4320905362","doi":"10.1016/j.brs.2023.01.374","title":"Effectiveness of transcranial magnetic stimulation for treatment-resistant depression at a Canadian tertiary referral hospital","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transcranial magnetic stimulation; Tertiary referral hospital; Treatment-resistant depression; Depression (economics); Referral; Stimulation; Medicine; Psychiatry; Psychology; Nursing; Internal medicine; Major depressive disorder; Mood; Retrospective cohort study","score_opus":0.03229121783390434,"score_gpt":0.29379892890770676,"score_spread":0.26150771107380244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320905362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933975,0.00006472289,0.0022901315,0.00037603642,0.0004087544,0.0026439687,0.0003258292,0.00022022771,0.00027286442],"genre_scores_gemma":[0.99884784,0.000008757764,0.00026827303,0.000047494468,0.00007592804,0.0002557023,0.00015655055,0.000053588767,0.0002858389],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99777454,0.00029772264,0.00046566525,0.00062531914,0.0003706585,0.00046606758],"domain_scores_gemma":[0.9965115,0.002811921,0.00012225671,0.00028179522,0.00011037174,0.00016212281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003010573,0.00029085242,0.00036289802,0.00042958217,0.00041842065,0.000031491727,0.00014228535,0.00015153436,0.00008615702],"category_scores_gemma":[0.0006671543,0.00027676375,0.00018111251,0.00065165857,0.00011842668,0.00019668117,0.000022740567,0.000044637443,0.000041958185],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021894034,0.0001296583,0.016921647,0.00018431385,0.000016615952,0.000014474393,0.0009918057,0.0464963,0.9242027,0.00033959467,0.00013496577,0.008378553],"study_design_scores_gemma":[0.006992876,0.001301265,0.8944405,0.00009613139,0.00008014231,0.000002500258,0.00001909687,0.07672993,0.018718867,0.0008622336,0.0004528706,0.00030362638],"about_ca_topic_score_codex":0.0032400154,"about_ca_topic_score_gemma":0.0026857478,"teacher_disagreement_score":0.9054838,"about_ca_system_score_codex":0.00031397832,"about_ca_system_score_gemma":0.000106355066,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W4320905462","doi":"10.1016/j.brs.2023.01.339","title":"The effect of Outpatient Continuation Electroconvulsive Therapy (C-ECT) on the Readmission Risk and Total Direct Cost in Patients with Depressive, Bipolar and Psychotic Disorders: A Naturalistic Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global Assessment of Functioning; Medicine; Bipolar disorder; Electroconvulsive therapy; Montgomery–Åsberg Depression Rating Scale; Brief Psychiatric Rating Scale; Partial hospitalization; Retrospective cohort study; Hazard ratio; Schizophrenia (object-oriented programming); Cohort; Psychiatry; Rating scale; Mood; Emergency medicine; Major depressive disorder; Internal medicine; Mental health; Psychosis; Psychology; Confidence interval","score_opus":0.005294916043117857,"score_gpt":0.265695129117,"score_spread":0.2604002130738821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320905462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911553,0.0005242066,0.000017704922,0.00041667663,0.000042176525,0.007751037,0.000009304215,0.000041922623,0.000041615425],"genre_scores_gemma":[0.99914783,0.00032835559,0.0000031872999,0.00004228922,0.000019775895,0.0003571643,0.000035822162,0.000027888238,0.000037662518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798334,0.00066957437,0.00027312688,0.00037956654,0.00045740223,0.00023698632],"domain_scores_gemma":[0.9963575,0.0028925582,0.00027610414,0.0002510725,0.00018055474,0.000042211755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008228882,0.00023373109,0.0003890189,0.00015281279,0.00032393335,0.000026940948,0.00005184219,0.000057513607,0.0000027799115],"category_scores_gemma":[0.0016513257,0.000116889685,0.00003428634,0.00051622593,0.0001334339,0.00007136603,0.00002380061,0.00028792303,9.4864185e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006421755,0.00014878072,0.98190284,0.000011384809,0.00022024891,0.0000011020597,0.0014788441,0.000094382325,0.000380757,0.0000119897595,0.00006471202,0.009263188],"study_design_scores_gemma":[0.00811732,0.012807951,0.97644806,0.00010503531,0.00010066581,5.9765415e-7,0.00016530283,0.0015761616,0.00046398296,0.000080333295,0.000014567558,0.00012004309],"about_ca_topic_score_codex":0.00011414878,"about_ca_topic_score_gemma":0.00018710441,"teacher_disagreement_score":0.01265917,"about_ca_system_score_codex":0.00011429373,"about_ca_system_score_gemma":0.000016112594,"threshold_uncertainty_score":0.4766623},"labels":[],"label_agreement":null},{"id":"W4320906602","doi":"10.1016/j.brs.2023.01.303","title":"Evaluation of EEG as a reliable measure of pain: an experimental pain study","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Neurofeedback; Physical therapy; Psychology; McGill Pain Questionnaire; Quantitative electroencephalography; Pain and pleasure; Audiology; Physical medicine and rehabilitation; Anesthesia; Medicine; Visual analogue scale; Psychiatry; Neuroscience; Pleasure","score_opus":0.11527550338413708,"score_gpt":0.37652732031810293,"score_spread":0.2612518169339658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320906602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974047,0.000022144575,0.00095291744,0.00013885414,0.00013934294,0.00078865484,0.000004343914,0.00010156386,0.00044749552],"genre_scores_gemma":[0.9995189,2.945925e-7,0.00011604603,0.0001621223,0.000034626762,0.000033905766,0.000010520805,0.000015412137,0.000108208274],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959277,0.002046367,0.0003497677,0.0003414127,0.0011837707,0.00015100601],"domain_scores_gemma":[0.9985006,0.00078052294,0.00017606736,0.00028333458,0.00021862896,0.00004087436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008988034,0.00011136538,0.00016348429,0.00017338136,0.000077222765,0.000024835377,0.00017841351,0.000050151335,0.00008182424],"category_scores_gemma":[0.0031393468,0.000106435626,0.000044446017,0.0005231813,0.000043093874,0.00025474722,0.000048869246,0.000059007263,0.000017450167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007563378,0.0006064484,0.0033666654,0.000019047618,0.0000102784015,0.0000021440667,0.006232995,0.084839754,0.8820547,0.00012280678,0.0011390873,0.021530444],"study_design_scores_gemma":[0.0011434151,0.001548651,0.015241279,0.000048374917,0.000019755658,8.958854e-7,0.0017141781,0.7193248,0.26001036,0.000769823,0.000058924496,0.00011949093],"about_ca_topic_score_codex":0.0000634699,"about_ca_topic_score_gemma":0.000010002788,"teacher_disagreement_score":0.6344851,"about_ca_system_score_codex":0.000047070498,"about_ca_system_score_gemma":0.000068083995,"threshold_uncertainty_score":0.4340319},"labels":[],"label_agreement":null},{"id":"W4320907019","doi":"10.1016/j.brs.2023.01.261","title":"TMS adaptable auditory control - a universal tool to deal with TMS-evoked auditory potential","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Transcranial magnetic stimulation; Computer science; Electroencephalography; Speech recognition; Masking (illustration); Noise (video); Artificial intelligence; Stimulation; Psychology; Neuroscience","score_opus":0.02027468034044363,"score_gpt":0.25106944402969433,"score_spread":0.2307947636892507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320907019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909696,0.000012288829,0.08200271,0.0031265328,0.0013124763,0.0014421248,0.000094352414,0.0009885307,0.0013250166],"genre_scores_gemma":[0.9942224,0.0000029312448,0.0011578298,0.0007794727,0.00091549865,0.000057154488,0.000013554174,0.000050455033,0.0028007133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99755025,0.00019574212,0.00032389013,0.00065018085,0.00077085395,0.0005090776],"domain_scores_gemma":[0.9983249,0.0009895404,0.00011791311,0.00028355655,0.00013703581,0.0001470583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000255128,0.00026997653,0.0002926263,0.00032865355,0.0004423812,0.00008174764,0.00021841415,0.00010675105,0.00020050947],"category_scores_gemma":[0.00035692172,0.0002629336,0.00008116301,0.0010178338,0.00013896916,0.00034474465,0.000060724476,0.00015620826,0.00069467083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011997733,0.00006223041,0.000604663,0.000017893977,0.000023956576,0.000078752215,0.00059438957,0.61507493,0.3612301,0.0007220923,0.01573223,0.0046589472],"study_design_scores_gemma":[0.0095850285,0.0008691012,0.70501673,0.00005622172,0.000098501296,0.000012922341,0.0001714288,0.22670947,0.0004725639,0.00045300202,0.055816595,0.00073845783],"about_ca_topic_score_codex":0.000056320532,"about_ca_topic_score_gemma":0.000026627775,"teacher_disagreement_score":0.70441204,"about_ca_system_score_codex":0.0001170232,"about_ca_system_score_gemma":0.00012163924,"threshold_uncertainty_score":0.9999823},"labels":[],"label_agreement":null},{"id":"W4320907666","doi":"10.1016/j.brs.2023.01.120","title":"Mechanisms and optimal parameters for induction of cortical plasticity using transcranial focused ultrasound stimulation","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; NMDA receptor; Neuroscience; Stimulation; Silent period; Medicine; Motor cortex; Internal medicine; Psychology; Receptor","score_opus":0.09629625975547416,"score_gpt":0.32137858060860613,"score_spread":0.22508232085313196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320907666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.596681,0.000002693878,0.4021737,0.00010560555,0.00017986684,0.00067445927,0.000053241187,0.00012067087,0.000008759783],"genre_scores_gemma":[0.9747454,0.0000033943613,0.025038462,0.000060953294,0.000052179315,0.00003110181,0.000019117067,0.000034351,0.000015060315],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981057,0.00015967614,0.00052200025,0.0004913376,0.0004152362,0.000306061],"domain_scores_gemma":[0.99471986,0.0048037698,0.00016704139,0.00012097216,0.00010883983,0.00007952536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031835207,0.00021181093,0.0003062776,0.00027564005,0.00032655755,0.00004615169,0.00008154798,0.0001431123,0.000021089847],"category_scores_gemma":[0.0026687938,0.00022433931,0.00009262627,0.0006406375,0.00019895184,0.0002817321,0.000019476372,0.000111727284,0.000004517609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043998758,0.000036160232,0.00031621152,0.00003501651,0.000008271955,7.105015e-7,0.00047884072,0.33434406,0.6608515,0.0021062982,0.00000945381,0.0013734727],"study_design_scores_gemma":[0.0034716488,0.0004874341,0.175911,0.000029550178,0.00009797037,0.0000073746755,0.00007315796,0.78816426,0.026889438,0.004625553,0.000009697795,0.00023294406],"about_ca_topic_score_codex":0.000024129826,"about_ca_topic_score_gemma":0.000004421182,"teacher_disagreement_score":0.6339621,"about_ca_system_score_codex":0.000040067578,"about_ca_system_score_gemma":0.000033376342,"threshold_uncertainty_score":0.91482913},"labels":[],"label_agreement":null},{"id":"W4320907673","doi":"10.1016/j.brs.2023.01.119","title":"Relevance of transcranial modeling in the planning of neurostimulation with low intensity focused ultrasound for deep targets","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; University of Calgary","funders":"LabEx DEvweCAN","keywords":"Phased array; Neuromodulation; Subthalamic nucleus; Computer science; Ultrasound; Neurostimulation; 3D ultrasound; Biomedical engineering; Physics; Materials science; Nuclear medicine; Medicine; Deep brain stimulation; Neuroscience; Psychology; Acoustics; Telecommunications; Stimulation; Pathology","score_opus":0.02475884965396882,"score_gpt":0.24837001062148248,"score_spread":0.22361116096751366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320907673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6367596,0.000020567895,0.36273566,0.000054342676,0.000021273698,0.0003144057,0.000011128273,0.00005468654,0.000028341556],"genre_scores_gemma":[0.9977107,0.000004257271,0.0020829123,0.000023101358,0.00003257769,0.000036395704,0.00008638797,0.000021107895,0.0000025726933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99939334,0.00001664231,0.00023542467,0.000109791225,0.00012491464,0.0001198848],"domain_scores_gemma":[0.99889886,0.0008508257,0.000041700274,0.00012862867,0.00006736529,0.00001260027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019093984,0.000085096166,0.00013845782,0.00009112048,0.000045861463,0.000008302463,0.000078541074,0.0000472999,0.0000016121918],"category_scores_gemma":[0.00012296924,0.00007019294,0.000036033263,0.00036652747,0.000020847692,0.000096894444,0.0000021394637,0.000069418296,7.347773e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076782,0.000014661587,0.0014391815,0.00006183319,0.0000072302378,2.5341822e-7,0.0022212812,0.9291772,0.06588346,0.0001305032,0.000013474066,0.00097408926],"study_design_scores_gemma":[0.000661568,0.00004552183,0.02791097,0.000044626748,0.000013128582,0.0000012729131,0.00011354269,0.9692529,0.0009036102,0.00095213455,0.000025821586,0.00007494799],"about_ca_topic_score_codex":0.000011027538,"about_ca_topic_score_gemma":0.000024431136,"teacher_disagreement_score":0.3609511,"about_ca_system_score_codex":0.000012534713,"about_ca_system_score_gemma":0.0000081500875,"threshold_uncertainty_score":0.28623852},"labels":[],"label_agreement":null},{"id":"W4320907674","doi":"10.1016/j.brs.2023.01.116","title":"EEG-based biomarkers for galvanic vestibular stimulation (GVS) effects in Parkinson’s disease","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Canadian Sport Centre Pacific","funders":"","keywords":"Electroencephalography; Psychology; Neuroscience; Parkinson's disease; Audiology; Stimulus (psychology); Medicine; Internal medicine; Disease; Cognitive psychology","score_opus":0.02958786250247955,"score_gpt":0.3035450488714534,"score_spread":0.2739571863689738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320907674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9210131,0.000029751325,0.074850485,0.0017026331,0.0004679516,0.0014412387,0.000035287623,0.00041332428,0.00004623234],"genre_scores_gemma":[0.99748546,0.0000012518598,0.00094690575,0.001022295,0.000097883385,0.00014053576,0.0001237743,0.000041116546,0.00014077293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980136,0.00025541693,0.0003408736,0.0006394797,0.00034203535,0.0004085574],"domain_scores_gemma":[0.9957543,0.0036617757,0.00011977353,0.00028540107,0.00004061375,0.00013813454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047994065,0.0002214128,0.00019588115,0.00043997387,0.00015921335,0.00010300016,0.00021178222,0.00009031784,0.000014236886],"category_scores_gemma":[0.0024979736,0.00022703882,0.000082979706,0.00086714694,0.000058808768,0.00028912013,0.00004617287,0.00009386236,0.000080619386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004990932,0.00012364212,0.023197755,0.0002457998,0.000007505731,0.00004288813,0.00020295207,0.8058613,0.15358676,0.0007131762,0.0032330856,0.012286057],"study_design_scores_gemma":[0.0015273008,0.0001351914,0.2560684,0.000102323116,0.000009966424,3.9431535e-7,0.0000041891567,0.7301524,0.007287729,0.0020599833,0.0024527386,0.00019932548],"about_ca_topic_score_codex":0.000013470683,"about_ca_topic_score_gemma":0.0000091982465,"teacher_disagreement_score":0.23287067,"about_ca_system_score_codex":0.00010150487,"about_ca_system_score_gemma":0.000072132905,"threshold_uncertainty_score":0.92583746},"labels":[],"label_agreement":null},{"id":"W4320908489","doi":"10.1016/j.brs.2023.01.017","title":"Neuromodulation of memory network in patients with Alzheimer’s disease","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuromodulation; Deep brain stimulation; Neuroscience; Cognition; Fornix; Psychology; Brain stimulation; Stimulation; Brain function; Human brain; Disease; Medicine; Parkinson's disease; Hippocampus; Internal medicine","score_opus":0.026878110541757178,"score_gpt":0.27286888428284073,"score_spread":0.24599077374108355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320908489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986085,0.000023662704,0.000046066867,0.00054305425,0.00003561213,0.00050158147,0.000004401491,0.000045448127,0.00019165916],"genre_scores_gemma":[0.9992254,0.0000015132549,0.000067169654,0.00034736295,0.000018965298,0.00001048583,0.00027635577,0.000010735641,0.000042044554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939144,0.00003431866,0.00013765623,0.00014894686,0.00017439447,0.00011323536],"domain_scores_gemma":[0.9996634,0.000080985614,0.0000498158,0.0001188875,0.000034872963,0.00005203922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048557024,0.000068685054,0.00011583554,0.0000715805,0.000021239253,0.0000026082912,0.000017631395,0.000025679383,0.000024800262],"category_scores_gemma":[0.000060746726,0.000052184012,0.000024722418,0.0003701134,0.000018502578,0.000049750823,0.000012229119,0.000038431142,0.000013718425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008159501,0.00019080538,0.92572767,0.000009108116,0.0000133865415,0.000014573542,0.000018844336,0.065668955,0.000007638347,0.000040695955,0.00029762383,0.0071947486],"study_design_scores_gemma":[0.0028512557,0.00033615672,0.9757203,0.000023930463,0.000043415177,4.2139508e-8,0.0000013151442,0.019920554,0.0000027612975,0.0010415649,0.000016646552,0.000042087577],"about_ca_topic_score_codex":0.0000074227123,"about_ca_topic_score_gemma":0.000002409596,"teacher_disagreement_score":0.049992602,"about_ca_system_score_codex":0.0000071088,"about_ca_system_score_gemma":0.000012603978,"threshold_uncertainty_score":0.21280022},"labels":[],"label_agreement":null},{"id":"W4321487178","doi":"10.1016/j.brs.2023.02.009","title":"TMS combined with EEG: Recommendations and open issues for data collection and analysis","year":2023,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University","funders":"H. Lundbeck A/S; Lundbeckfonden; Academy of Finland","keywords":"Electroencephalography; Psychology; Computer science; Data science; Neuroscience","score_opus":0.33824795760416737,"score_gpt":0.4581481466398011,"score_spread":0.11990018903563371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321487178","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013189676,0.90878683,0.0307587,0.034254346,0.0009439654,0.019606557,0.004022237,0.00072721776,0.0007682462],"genre_scores_gemma":[0.00011249924,0.98816013,0.003044784,0.00034294435,0.0000805052,0.0006626807,0.002928773,0.00007297701,0.004594707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789554,0.00031065333,0.00036775944,0.0010671653,0.00018930927,0.0001695956],"domain_scores_gemma":[0.9824951,0.016523542,0.0003257303,0.00052744255,0.00007728615,0.00005087985],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007455765,0.00027658892,0.0009774527,0.00049922045,0.00067670556,0.00035133804,0.00034337587,0.0001127735,0.000014222171],"category_scores_gemma":[0.008471807,0.00023231558,0.0000664018,0.0019188479,0.00009368554,0.0005367298,0.0006758523,0.00012370315,0.0000064328374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028494443,0.00014292239,0.0002931097,0.0046161776,0.0018077285,0.0000029350026,0.00027521397,0.0002505955,0.000011130291,0.002799696,0.09724725,0.8922683],"study_design_scores_gemma":[0.0007461045,0.00031354334,0.00068086555,0.0010356925,0.002248998,0.00000793737,0.000026637763,0.038835887,0.0000010737139,0.0008151847,0.95491725,0.00037080675],"about_ca_topic_score_codex":0.000103772516,"about_ca_topic_score_gemma":0.0005997092,"teacher_disagreement_score":0.8918975,"about_ca_system_score_codex":0.00006922666,"about_ca_system_score_gemma":0.0000933082,"threshold_uncertainty_score":0.99988025},"labels":[],"label_agreement":null},{"id":"W4353047532","doi":"10.1016/j.brs.2023.03.011","title":"Automatic analysis of skull thickness, scalp-to-cortex distance and association with age and sex in cognitively normal elderly","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Helmut Horten Stiftung; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Universität Zürich; Eisai; Eidgenössische Technische Hochschule Zürich; Northern California Institute for Research and Education; F. Hoffmann-La Roche; University of Southern California; Pfizer; Biogen; BioClinica; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Meso Scale Diagnostics; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Scalp; Skull; Association (psychology); Audiology; Cortex (anatomy); Medicine; Psychology; Neuroscience; Anatomy","score_opus":0.012851647861415693,"score_gpt":0.27589721157831887,"score_spread":0.2630455637169032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353047532","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020340055,0.000016184158,0.93417704,0.044459064,0.000040771127,0.0006034215,0.000046082812,0.00022650587,0.00009087663],"genre_scores_gemma":[0.5234291,0.0000435856,0.23715492,0.2318974,0.0005104416,0.0003400753,0.0021403115,0.00014538984,0.0043387604],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977814,0.00024903985,0.00047172786,0.0005017668,0.0007669573,0.00022911541],"domain_scores_gemma":[0.9977861,0.0013352901,0.00044645448,0.00023634103,0.0001390572,0.000056739256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077357824,0.00020078449,0.00048114217,0.0008227205,0.00005253333,0.00015584806,0.000209265,0.00029745518,0.000013909745],"category_scores_gemma":[0.00038521088,0.00019247003,0.000041152907,0.0016980228,0.0000701986,0.00039874486,0.00010217743,0.00039445882,0.0000029533724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050001112,0.00017127916,0.08734511,0.0016157175,0.0016733742,0.0010568398,0.013725693,0.0016873422,0.0014251617,0.00019584963,0.29579133,0.5952623],"study_design_scores_gemma":[0.00070761633,0.00022460589,0.5100499,0.00042156785,0.00031083182,0.0000029152716,0.000038675338,0.4863614,0.00015201469,0.00073817564,0.00056773296,0.00042455064],"about_ca_topic_score_codex":0.00008926054,"about_ca_topic_score_gemma":0.00012244201,"teacher_disagreement_score":0.69702214,"about_ca_system_score_codex":0.00012302797,"about_ca_system_score_gemma":0.000051395484,"threshold_uncertainty_score":0.78487},"labels":[],"label_agreement":null},{"id":"W4365812532","doi":"10.1016/j.brs.2023.04.009","title":"Generalized seizure induced by continuous theta-burst stimulation (cTBS) in a patient with bipolar depression: A case report","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"The Wellcome Trust DBT India Alliance; National Institutes of Health; Ministry of Science, ICT and Future Planning; Janssen Pharmaceuticals; National Research Foundation of Korea; Department of Biotechnology, Ministry of Science and Technology, India; National Research Foundation; Indivior; BrainsWay; Ministry of Science and ICT, South Korea; Fondation Brain Canada; Canadian Institutes of Health Research; Centre for Addiction and Mental Health Foundation; Wellcome Trust","keywords":"CTBS; Depression (economics); Psychology; Stimulation; Bipolar disorder; Anesthesia; Medicine; Neuroscience; Transcranial magnetic stimulation; Cognition","score_opus":0.0447759371681297,"score_gpt":0.2894062474599846,"score_spread":0.24463031029185492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365812532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9070702,0.00037427753,0.0024055534,0.08263059,0.0010690701,0.0046537793,0.00045152905,0.0009555503,0.00038945634],"genre_scores_gemma":[0.9369364,0.00001013005,0.00047912932,0.058436155,0.0008032718,0.00043285184,0.00086337206,0.00029036717,0.0017483486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99355793,0.0008771055,0.0014293988,0.0018212844,0.001511253,0.0008030537],"domain_scores_gemma":[0.9952712,0.0024032476,0.000967426,0.00097525987,0.00025964974,0.0001231837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041658906,0.0008839928,0.0010280275,0.0007337067,0.00042567815,0.00020821953,0.00028783752,0.0009992085,0.00011518641],"category_scores_gemma":[0.001623093,0.0007808531,0.00019416997,0.0014972055,0.00015922895,0.0003580344,0.00012835846,0.0014039177,0.000072211034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014001629,0.00046382772,0.005316583,0.00036930625,0.00016780538,0.33930567,0.0038645936,0.12380585,0.063931845,0.000036350833,0.4469281,0.0144098895],"study_design_scores_gemma":[0.033347666,0.0034422935,0.03596424,0.0020239386,0.0011303776,0.058497407,0.0003400015,0.21807614,0.00384194,0.0015876818,0.633612,0.008136332],"about_ca_topic_score_codex":0.0009305171,"about_ca_topic_score_gemma":0.00016756266,"teacher_disagreement_score":0.28080827,"about_ca_system_score_codex":0.00023332417,"about_ca_system_score_gemma":0.00014193065,"threshold_uncertainty_score":0.9994642},"labels":[],"label_agreement":null},{"id":"W4367856451","doi":"10.1016/j.brs.2023.04.022","title":"Serial electroconvulsive Seizure alters dendritic complexity and promotes cellular proliferation in the mouse dentate gyrus; a role for Egr3","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Neurogenesis; Dentate gyrus; Hippocampal formation; Dendritic spine; Neuroscience; Bromodeoxyuridine; Hippocampus; Downregulation and upregulation; Neurotrophic factors; Cell biology; Biology; Chemistry; Immunohistochemistry; Medicine; Internal medicine; Immunology; Receptor","score_opus":0.03276344084283093,"score_gpt":0.3114253611154072,"score_spread":0.27866192027257625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367856451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98879033,0.00014554027,0.0013851143,0.006003515,0.00003447601,0.0034967437,0.000013909189,0.0001036583,0.000026699705],"genre_scores_gemma":[0.9972405,0.000018284103,0.0005352633,0.0009096412,0.0002303961,0.00046085918,0.0003782533,0.000029347957,0.00019745303],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987423,0.00015625222,0.0002611542,0.0002913311,0.00021611551,0.00033283923],"domain_scores_gemma":[0.9992045,0.00039643198,0.000081281716,0.00014999714,0.00012647785,0.00004132182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000488985,0.00017133342,0.00024922125,0.00015720812,0.00020995921,0.00004808778,0.00006385178,0.000067314984,0.000006196729],"category_scores_gemma":[0.00030564243,0.0001375128,0.000050546372,0.00033296717,0.00007708548,0.00013164997,0.000020245447,0.00014213393,0.000007480494],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016851161,0.0001487977,0.023040935,0.00024643354,0.00012325941,0.000022785625,0.010886843,0.00041306665,0.9581359,0.001768949,0.0012079106,0.0023200298],"study_design_scores_gemma":[0.025056992,0.005546328,0.36249012,0.00022843636,0.00040323925,0.00014667568,0.004789152,0.24553756,0.3060709,0.047144912,0.001568583,0.0010170904],"about_ca_topic_score_codex":0.00002930663,"about_ca_topic_score_gemma":0.00019154933,"teacher_disagreement_score":0.652065,"about_ca_system_score_codex":0.00007928137,"about_ca_system_score_gemma":0.000049240636,"threshold_uncertainty_score":0.5607609},"labels":[],"label_agreement":null},{"id":"W4372080373","doi":"10.1016/j.brs.2023.03.017","title":"Post-mortem analysis of Parkinson’s disease brains after long-term deep brain stimulation of the subthalamic nucleus","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Université Laval","funders":"","keywords":"Deep brain stimulation; Subthalamic nucleus; Microglia; Medicine; Parkinson's disease; Glial fibrillary acidic protein; Neuroscience; Pathology; Gliosis; Glial cell line-derived neurotrophic factor; Neurotrophic factors; Biology; Internal medicine; Immunohistochemistry; Disease","score_opus":0.018579121678758435,"score_gpt":0.2909178588370634,"score_spread":0.272338737158305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372080373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99579155,0.00007524532,0.00043583944,0.0026446357,0.000068109526,0.00071694615,0.0001325338,0.00007040226,0.000064719876],"genre_scores_gemma":[0.99783814,0.000008300844,0.000035877634,0.0011606561,0.000026056186,0.000027396643,0.0005459444,0.00002445698,0.00033316677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984375,0.00014025318,0.00043580172,0.00034199792,0.00042828475,0.00021615472],"domain_scores_gemma":[0.9986311,0.00042768798,0.00023069794,0.00047788743,0.00012340532,0.00010919207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001680983,0.00018008462,0.00038440965,0.00035907357,0.00006553342,0.000011212877,0.0000982775,0.00009187748,0.00021190222],"category_scores_gemma":[0.00049882266,0.00012850747,0.00038605076,0.0014052063,0.00008939183,0.000089941605,0.000066241904,0.00008762749,0.000016176165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071138504,0.0003246681,0.97167516,0.00007486211,0.00041878305,0.000043851363,0.00024658142,0.019751668,0.0024934271,0.00004677216,0.00006388537,0.004148959],"study_design_scores_gemma":[0.0014626328,0.0001784262,0.9085359,0.000037584887,0.0011344871,5.261611e-7,0.000012900096,0.088166706,0.00005932941,0.00030244398,0.000015193261,0.00009387682],"about_ca_topic_score_codex":0.000034294553,"about_ca_topic_score_gemma":0.00010599611,"teacher_disagreement_score":0.06841504,"about_ca_system_score_codex":0.000043090702,"about_ca_system_score_gemma":0.00004138064,"threshold_uncertainty_score":0.52403826},"labels":[],"label_agreement":null},{"id":"W4372080683","doi":"10.1016/j.brs.2023.03.035","title":"Evaluation of EEG as a reliable measure of pain: an experimental pain study","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electroencephalography; Neurofeedback; Physical therapy; McGill Pain Questionnaire; Psychology; Quantitative electroencephalography; Pain and pleasure; Audiology; Physical medicine and rehabilitation; Anesthesia; Medicine; Visual analogue scale; Psychiatry; Neuroscience; Pleasure","score_opus":0.11527550338413708,"score_gpt":0.37652732031810293,"score_spread":0.2612518169339658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372080683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974047,0.000022144575,0.00095291744,0.00013885414,0.00013934294,0.00078865484,0.000004343914,0.00010156386,0.00044749552],"genre_scores_gemma":[0.9995189,2.945925e-7,0.00011604603,0.0001621223,0.000034626762,0.000033905766,0.000010520805,0.000015412137,0.000108208274],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9959277,0.002046367,0.0003497677,0.0003414127,0.0011837707,0.00015100601],"domain_scores_gemma":[0.9985006,0.00078052294,0.00017606736,0.00028333458,0.00021862896,0.00004087436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008988034,0.00011136538,0.00016348429,0.00017338136,0.000077222765,0.000024835377,0.00017841351,0.000050151335,0.00008182424],"category_scores_gemma":[0.0031393468,0.000106435626,0.000044446017,0.0005231813,0.000043093874,0.00025474722,0.000048869246,0.000059007263,0.000017450167],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007563378,0.0006064484,0.0033666654,0.000019047618,0.0000102784015,0.0000021440667,0.006232995,0.084839754,0.8820547,0.00012280678,0.0011390873,0.021530444],"study_design_scores_gemma":[0.0011434151,0.001548651,0.015241279,0.000048374917,0.000019755658,8.958854e-7,0.0017141781,0.7193248,0.26001036,0.000769823,0.000058924496,0.00011949093],"about_ca_topic_score_codex":0.0000634699,"about_ca_topic_score_gemma":0.000010002788,"teacher_disagreement_score":0.6344851,"about_ca_system_score_codex":0.000047070498,"about_ca_system_score_gemma":0.000068083995,"threshold_uncertainty_score":0.4340319},"labels":[],"label_agreement":null},{"id":"W4372081844","doi":"10.1016/j.brs.2023.03.027","title":"A systematic literature review reveals that noninvasive neuromodulation (rTMS, tDCS) changes resting-state fMRI in adults with substance-related and addictive disorders","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centres Intégré Universitaires de Santé et de Services Sociaux","funders":"","keywords":"Transcranial direct-current stimulation; Neuromodulation; Transcranial magnetic stimulation; Craving; Psychology; Dorsolateral prefrontal cortex; Neuroscience; Addiction; Resting state fMRI; Physical medicine and rehabilitation; Prefrontal cortex; Medicine; Stimulation; Cognition","score_opus":0.02255504819696841,"score_gpt":0.26093044237210355,"score_spread":0.23837539417513515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372081844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981588,0.007631745,0.0004671747,0.0042205118,0.00016273293,0.005147329,0.00007809298,0.00044020763,0.00026422515],"genre_scores_gemma":[0.98933834,0.009381936,0.000108017084,0.00051235163,0.000020240066,0.00028231033,0.000060057475,0.000048546248,0.00024822535],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99714327,0.00063151034,0.0005574895,0.0007465466,0.000555133,0.00036603425],"domain_scores_gemma":[0.99646986,0.002625957,0.00039973002,0.00030454755,0.00012250029,0.000077418445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052036723,0.00033333292,0.0005474661,0.0004167491,0.00020524989,0.000071492635,0.00012522074,0.000093717754,0.000010669201],"category_scores_gemma":[0.0021760056,0.000281854,0.00004717242,0.0025580174,0.00012548626,0.00037150475,0.000034535795,0.00022433192,0.000021880478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047467523,0.00069268764,0.09339966,0.35117328,0.0002983413,0.001609285,0.17349797,0.27990305,0.06727985,0.0036155535,0.0024340025,0.021349575],"study_design_scores_gemma":[0.004965659,0.00056943117,0.74173015,0.16863613,0.00011810168,0.00006626579,0.00026827116,0.08065029,0.00015566825,0.002093935,0.00002609076,0.00071999826],"about_ca_topic_score_codex":0.000014959821,"about_ca_topic_score_gemma":0.0003400737,"teacher_disagreement_score":0.6483305,"about_ca_system_score_codex":0.000051542967,"about_ca_system_score_gemma":0.000018387855,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W4376225781","doi":"10.1016/j.brs.2023.05.004","title":"Letter to the editor: Chronic theta burst stimulation does not significantly modulate glial activity in the healthy non-human primate brain","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; University of British Columbia","funders":"Fondation Brain Canada","keywords":"Neuroscience; Primate; Stimulation; Brain stimulation; Psychology; Functional connectivity; Non human primate; Medicine; Biology","score_opus":0.04493245173837236,"score_gpt":0.3439817633215938,"score_spread":0.29904931158322146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376225781","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08338444,0.000011933578,0.003492762,0.9002311,0.0065719313,0.0053003477,0.00043671465,0.00038303735,0.0001877042],"genre_scores_gemma":[0.61810803,0.000005038513,0.00003007902,0.35207537,0.028126353,0.00035421565,0.00012417267,0.00014520201,0.0010315316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919052,0.0019260471,0.0011099902,0.0017087746,0.0021522343,0.0011977665],"domain_scores_gemma":[0.9891318,0.008586875,0.00060156337,0.0014446132,0.00014253567,0.00009261737],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018948118,0.0009046164,0.0008052556,0.0006109564,0.0012032763,0.0004814795,0.0013050009,0.00076747383,0.000070226815],"category_scores_gemma":[0.0014167377,0.0005748293,0.00030851402,0.0014028536,0.00032931156,0.00041628542,0.00023518351,0.002295253,0.00042892012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035374664,0.0000896844,0.00009611568,0.00020307738,0.000024955934,0.00006379983,0.0024644528,0.14647332,0.0761743,0.00006445582,0.77225745,0.0017346682],"study_design_scores_gemma":[0.005278806,0.0012934639,0.16787359,0.00034041103,0.00017810006,0.000008769607,0.000048168888,0.15001756,0.0014967868,0.0018077379,0.6696327,0.0020239456],"about_ca_topic_score_codex":0.00051658595,"about_ca_topic_score_gemma":0.0006299476,"teacher_disagreement_score":0.5481558,"about_ca_system_score_codex":0.0005203733,"about_ca_system_score_gemma":0.00017650101,"threshold_uncertainty_score":0.9996703},"labels":[],"label_agreement":null},{"id":"W4376274011","doi":"10.1016/j.brs.2023.05.005","title":"A person with frontotemporal dementia shows increased metabolic rate across multiple brain regions after a series of tDCS sessions","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Concordia University; Baycrest Hospital","funders":"Weston Brain Institute","keywords":"Frontotemporal dementia; Dementia; Psychology; Series (stratigraphy); Neuroscience; Physical medicine and rehabilitation; Cognitive psychology; Audiology; Medicine; Internal medicine; Biology","score_opus":0.04588776808012502,"score_gpt":0.3222206847487173,"score_spread":0.2763329166685923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376274011","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48086256,0.0013226313,0.0013800305,0.5099457,0.00019099469,0.0038094113,0.0019277668,0.00035608737,0.00020484632],"genre_scores_gemma":[0.91715145,0.000039562627,0.0025599606,0.05606857,0.0011456831,0.00082448794,0.007553189,0.00020935066,0.01444774],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9970749,0.00042941445,0.000449388,0.00062512106,0.00075681007,0.0006643469],"domain_scores_gemma":[0.9976605,0.0008869042,0.00028006613,0.0006750515,0.00029040195,0.00020704209],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047642182,0.0004616707,0.00082754006,0.00029814773,0.00020263906,0.00006100507,0.00012246161,0.0004856076,0.00022458048],"category_scores_gemma":[0.0006866202,0.00034704036,0.00026955467,0.0004560274,0.0002173954,0.00023070104,0.00007595722,0.00076405663,0.00005373413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003382227,0.00026988643,0.3521335,0.00057305366,0.0015921125,0.0017148525,0.0019080412,0.00009504105,0.0007223043,0.000011370067,0.6366495,0.0009480816],"study_design_scores_gemma":[0.009302612,0.0012568827,0.82893276,0.0012265573,0.0009532952,0.000062192354,0.00051289884,0.002827438,0.00021372469,0.00009002134,0.15405084,0.000570755],"about_ca_topic_score_codex":0.001530165,"about_ca_topic_score_gemma":0.0016961445,"teacher_disagreement_score":0.48259866,"about_ca_system_score_codex":0.00010763697,"about_ca_system_score_gemma":0.00037586218,"threshold_uncertainty_score":0.99989814},"labels":[],"label_agreement":null},{"id":"W4377094701","doi":"10.1016/j.brs.2023.05.008","title":"Limited output transcranial electrical stimulation 2023 (LOTES-2023): Updates on engineering principles, regulatory statutes, and industry standards for wellness, over-the-counter, or prescription devices with low risk","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Institutes of Health; U.S. Department of Veterans Affairs; City University of New York; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; AbbVie; National Institute on Drug Abuse; National Aeronautics and Space Administration","keywords":"Risk analysis (engineering); Scope (computer science); Business; Best practice; Statute; Variety (cybernetics); Computer science; Medicine; Political science","score_opus":0.02976409290053836,"score_gpt":0.2769951723024178,"score_spread":0.24723107940187947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377094701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745584,0.00012812494,0.021136193,0.00049773895,0.0003426151,0.002168018,0.00066271785,0.00045679533,0.00004935815],"genre_scores_gemma":[0.99795663,0.00006439927,0.00039607723,0.0002385566,0.0002817701,0.00017743449,0.00010913426,0.00008771383,0.0006882589],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996671,0.00022352368,0.0006079704,0.0008477756,0.0010826997,0.0005670382],"domain_scores_gemma":[0.9954451,0.0036076899,0.00027317024,0.000362001,0.00018348459,0.00012856131],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008213389,0.00044781613,0.00038659328,0.00041158544,0.0006563368,0.0002349644,0.0002096966,0.0003121186,0.000063645566],"category_scores_gemma":[0.002157822,0.0003426635,0.00008764103,0.0013671392,0.00015417764,0.00048126662,0.000040870153,0.00048943923,0.000013521967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005593271,0.00018891043,0.013741247,0.00025003718,0.000078742836,0.000014031241,0.0007427482,0.9381672,0.019567609,0.0015978524,0.0015626589,0.018495653],"study_design_scores_gemma":[0.0036511326,0.0008173847,0.45788583,0.00016169007,0.00010001846,0.000004376649,0.000031247077,0.5291778,0.00088570686,0.00015450991,0.006778182,0.00035211435],"about_ca_topic_score_codex":0.00006876483,"about_ca_topic_score_gemma":0.00011870169,"teacher_disagreement_score":0.4441446,"about_ca_system_score_codex":0.00017569124,"about_ca_system_score_gemma":0.00016459599,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W4377157557","doi":"10.1016/j.brs.2023.05.011","title":"Future directions in psychiatric neurosurgery: Proceedings of the 2022 American Society for Stereotactic and Functional Neurosurgery meeting on surgical neuromodulation for psychiatric disorders","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Sunnybrook Health Science Centre","funders":"Janssen Pharmaceuticals; National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institute of Nursing Research; Canadian Institutes of Health Research; Aalto-Yliopisto; National Institute of Mental Health; LivaNova; University of Florida Foundation; Parkinson's Foundation; Varian Medical Systems; International OCD Foundation; Abbott Laboratories; Congress of Neurological Surgeons; Robert and Janice McNair Foundation; Parkinson Alliance; Michael J. Fox Foundation for Parkinson's Research; Boston Scientific Corporation; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Deep brain stimulation; Neuromodulation; Neurosurgery; Medicine; Interim; Psychiatry; Engineering ethics; Psychology; Disease; Neuroscience; Political science; Parkinson's disease; Pathology; Engineering","score_opus":0.020620750102652387,"score_gpt":0.27813540490069094,"score_spread":0.25751465479803853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377157557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830353,0.000051212828,0.000029921162,0.014748311,0.00056785333,0.0013974762,0.000028097293,0.00007202904,0.000069774294],"genre_scores_gemma":[0.99830943,0.00012731818,0.00010502038,0.00083942513,0.00022000518,0.00018995993,0.00005910746,0.00003131476,0.00011843009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987657,0.00003299122,0.00033516478,0.00040502741,0.00023531582,0.00022579219],"domain_scores_gemma":[0.99860317,0.0009499644,0.00023184474,0.000094756455,0.00006930568,0.000050967537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024073443,0.0001617993,0.0002515836,0.00022726145,0.00023795676,0.000019743391,0.000032759333,0.00006820312,0.000003330519],"category_scores_gemma":[0.0002679774,0.000122041914,0.00030920233,0.0015112237,0.00005834811,0.00008148513,0.000020969346,0.00014470697,5.4883014e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001478113,0.00052119675,0.96955365,0.00016245406,0.0000413825,7.3712096e-7,0.0000818473,0.0018010609,0.00067954086,0.00043498664,0.0062574516,0.018987553],"study_design_scores_gemma":[0.0022184781,0.0006026831,0.96225756,0.000012734551,0.000074715674,0.0000037425762,0.000046774763,0.030050864,0.000005467619,0.0014530331,0.0031796237,0.00009434243],"about_ca_topic_score_codex":0.000010591426,"about_ca_topic_score_gemma":0.000007952154,"teacher_disagreement_score":0.028249804,"about_ca_system_score_codex":0.000022110333,"about_ca_system_score_gemma":0.000025750323,"threshold_uncertainty_score":0.4976725},"labels":[],"label_agreement":null},{"id":"W4378472316","doi":"10.1016/j.brs.2023.05.015","title":"No place in France for repetitive transcranial magnetic stimulation in the therapeutic armamentarium of treatment-resistant depression?","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"U.S. Food and Drug Administration; Hawaii Academy of Science","keywords":"Transcranial magnetic stimulation; Electroconvulsive therapy; Treatment-resistant depression; Depression (economics); Antidepressant; Psychology; Brain stimulation; Dorsolateral prefrontal cortex; Rating scale; Major depressive disorder; Psychiatry; Medicine; Stimulation; Prefrontal cortex; Physical medicine and rehabilitation; Neuroscience; Schizophrenia (object-oriented programming); Mood; Developmental psychology","score_opus":0.047269266116146014,"score_gpt":0.3099688513594501,"score_spread":0.2626995852433041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378472316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5762059,0.0016622781,0.009942008,0.36542502,0.004392725,0.03550697,0.0032508173,0.00073157396,0.0028826888],"genre_scores_gemma":[0.95184803,0.000059230275,0.00030287204,0.04373623,0.00075623963,0.00096540066,0.000254862,0.00012807021,0.0019490735],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9959092,0.00076057407,0.0010768432,0.0009789807,0.0007264855,0.00054789643],"domain_scores_gemma":[0.989004,0.009954219,0.00038299136,0.0005151819,0.00011580345,0.00002776097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046214074,0.0005399773,0.0006924751,0.0005343104,0.00016455707,0.00006201085,0.0003993422,0.00044937897,0.000095461866],"category_scores_gemma":[0.0007145948,0.000436818,0.0002423238,0.0009103996,0.00020140155,0.00016996203,0.000021872542,0.0005347157,0.000030092382],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008829618,0.0016707706,0.02189653,0.0019034271,0.0001416462,0.00043182174,0.023800274,0.53069925,0.34436482,0.00054829573,0.045823563,0.019889943],"study_design_scores_gemma":[0.029535081,0.00511433,0.58732605,0.0010542674,0.0004645436,0.0000113034885,0.00025251263,0.23272537,0.0010717821,0.0037759726,0.13692695,0.0017418581],"about_ca_topic_score_codex":0.0004837456,"about_ca_topic_score_gemma":0.00023662377,"teacher_disagreement_score":0.5654295,"about_ca_system_score_codex":0.0002478255,"about_ca_system_score_gemma":0.000121708305,"threshold_uncertainty_score":0.9998084},"labels":[],"label_agreement":null},{"id":"W4379375570","doi":"10.1016/j.brs.2023.06.001","title":"Design of coil holder for the improved maneuvering in concurrent TMS-MRI","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Institute for Cancer Research; Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Transcranial magnetic stimulation; Electromagnetic coil; Orientation (vector space); Rotation (mathematics); Magnetic resonance imaging; Voice coil; Computer science; Acoustics; Physics; Neuroscience; Artificial intelligence; Stimulation; Engineering; Psychology; Electrical engineering; Medicine; Mathematics","score_opus":0.1255707790730066,"score_gpt":0.33797836640477225,"score_spread":0.21240758733176565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379375570","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32001394,0.00008495844,0.6730295,0.0027068655,0.0007661939,0.0030402031,0.000034040924,0.00020752965,0.00011677671],"genre_scores_gemma":[0.998996,0.000018282624,0.00047430632,0.00015327317,0.000040336345,0.00012699954,0.0000031515904,0.000016350754,0.00017128118],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896497,0.00009180529,0.00030300688,0.00024845765,0.00019258841,0.00019917758],"domain_scores_gemma":[0.9946163,0.005070748,0.00009202741,0.00015433742,0.000047140144,0.000019413717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037923694,0.0001065767,0.00014730109,0.00011998832,0.000114802264,0.00001932211,0.0001317191,0.00004058343,0.000018489636],"category_scores_gemma":[0.0010239303,0.000086624575,0.00004470162,0.0005295688,0.000084533414,0.000081689286,0.00003309521,0.00006043397,0.0000120322975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010105148,0.000022972381,0.0004197183,0.00003149829,0.0000034926281,8.166471e-7,0.00088111474,0.5211822,0.4663159,0.0006075413,0.00025740828,0.010176288],"study_design_scores_gemma":[0.0018341608,0.000100205216,0.14145315,0.000019586294,0.000010762681,5.271817e-7,0.00005430435,0.8513361,0.0041075028,0.00050816906,0.00047747363,0.00009806128],"about_ca_topic_score_codex":0.000019813939,"about_ca_topic_score_gemma":0.000009632646,"teacher_disagreement_score":0.6789821,"about_ca_system_score_codex":0.000017259434,"about_ca_system_score_gemma":0.000020948035,"threshold_uncertainty_score":0.35324478},"labels":[],"label_agreement":null},{"id":"W4379537048","doi":"10.1016/j.brs.2023.05.009","title":"Response to “Letter to the editor regarding: ‘Self-administered transcranial direct current stimulation for pain in older adults with knee osteoarthritis: A randomized controlled study’ ”","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wilcoxon signed-rank test; Transcranial direct-current stimulation; Randomized controlled trial; Nonparametric statistics; Psychology; Brain stimulation; Rank (graph theory); Test (biology); Medicine; Statistical significance; Physical therapy; Friedman test; Statistics; Mathematics; Mann–Whitney U test; Statistical hypothesis testing; Stimulation; Surgery; Neuroscience","score_opus":0.021301117538160764,"score_gpt":0.2867265030890655,"score_spread":0.2654253855509047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379537048","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16830373,0.00013423279,0.031636477,0.6713556,0.010973277,0.11567139,0.0005946526,0.0012485936,0.00008204119],"genre_scores_gemma":[0.8036334,0.000003545708,0.0007464276,0.1570104,0.015097476,0.022151519,0.00013419731,0.00035003372,0.0008730222],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9854253,0.0075315135,0.0020906047,0.0020072693,0.0019222124,0.0010231253],"domain_scores_gemma":[0.9523239,0.045632858,0.00057733344,0.0008811915,0.0004215542,0.00016312572],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0065996107,0.0010820946,0.0027690707,0.0012496368,0.00051155995,0.0003896546,0.0005735268,0.00051558454,0.000035730387],"category_scores_gemma":[0.019567428,0.00077914173,0.0006722264,0.0015401477,0.00013152593,0.00022234936,0.0000838269,0.0010005443,0.000081544655],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6576494,0.00034847425,0.00005601913,0.00017689035,0.00011829982,0.000085777996,0.011854307,0.018570095,0.0004777801,0.0000033194997,0.30421188,0.0064477883],"study_design_scores_gemma":[0.7220919,0.0063000675,0.003938051,0.0014658745,0.0006292187,0.0000036943575,0.000183377,0.028147671,0.000016744007,0.00004843933,0.23576264,0.0014122849],"about_ca_topic_score_codex":0.000033090502,"about_ca_topic_score_gemma":0.0001858564,"teacher_disagreement_score":0.63532966,"about_ca_system_score_codex":0.0002583495,"about_ca_system_score_gemma":0.00018150767,"threshold_uncertainty_score":0.99946594},"labels":[],"label_agreement":null},{"id":"W4381433367","doi":"10.1016/j.brs.2023.06.012","title":"Seizure produced by 15Hz transcranial magnetic stimulation in a healthy subject following static magnetic stimulation and single pulse stimulation","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Transcranial magnetic stimulation; Motor cortex; Epilepsy; Psychology; Electroconvulsive therapy; Stimulation; Medicine; Electromyography; Anesthesia; Context (archaeology); Physical medicine and rehabilitation; Audiology; Neuroscience","score_opus":0.04274762407944537,"score_gpt":0.2916437729684078,"score_spread":0.24889614888896244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381433367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8553785,0.0012039712,0.00606213,0.12293908,0.0023395568,0.009717774,0.0006071071,0.0015111576,0.00024072287],"genre_scores_gemma":[0.95385915,0.00005840009,0.0008588077,0.04031883,0.001311806,0.00040666133,0.0014814689,0.0005216144,0.0011832821],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98782367,0.001839131,0.0027203173,0.0032677993,0.0025528166,0.0017962508],"domain_scores_gemma":[0.9905179,0.0069666062,0.0008745002,0.0010613636,0.00028851745,0.00029110676],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011695165,0.0016879512,0.0017440319,0.0019638538,0.000771868,0.00057021977,0.00055510923,0.0015686047,0.00030018052],"category_scores_gemma":[0.0031366,0.0019440893,0.00041640352,0.0030753878,0.000344345,0.0011330361,0.00013984337,0.0020303442,0.000168823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004796316,0.0012945964,0.014734458,0.0029172522,0.00013151707,0.00086486834,0.0075831283,0.5035773,0.33331567,0.00009243172,0.08782274,0.042869758],"study_design_scores_gemma":[0.024909027,0.006081075,0.21449149,0.001185345,0.0009018739,0.00005007816,0.00011521701,0.73157686,0.0006177078,0.0029256104,0.012937197,0.0042085475],"about_ca_topic_score_codex":0.00042622825,"about_ca_topic_score_gemma":0.00017524844,"teacher_disagreement_score":0.33269796,"about_ca_system_score_codex":0.00071770186,"about_ca_system_score_gemma":0.00027412982,"threshold_uncertainty_score":0.99972755},"labels":[],"label_agreement":null},{"id":"W4382933839","doi":"10.1016/j.brs.2023.07.001","title":"Augmenting varenicline treatment with transcranial direct current stimulation (tDCS) increases smoking abstinence rates at end of treatment","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"Pfizer Canada; Centre for Addiction and Mental Health Foundation; Pfizer","keywords":"Varenicline; Smoking cessation; Nicotine; Addiction; Neuroscience; Transcranial direct-current stimulation; Abstinence; Psychology; Nicotinic agonist; Medicine; Neuroplasticity; Pharmacology; Psychiatry; Stimulation; Internal medicine; Receptor","score_opus":0.07363222244816961,"score_gpt":0.32246863814263566,"score_spread":0.24883641569446605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382933839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948483,0.0010354741,0.0032744808,0.03510256,0.0016171309,0.005871254,0.0025275957,0.0013407565,0.00074775616],"genre_scores_gemma":[0.9912021,0.0002933164,0.0003524815,0.0035240108,0.0015861945,0.00031937833,0.0012777327,0.00021459,0.0012301718],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99476916,0.00050932425,0.0012990203,0.0015102965,0.0011582244,0.00075396104],"domain_scores_gemma":[0.9919029,0.0062045692,0.000929084,0.0006366177,0.00021729042,0.00010953761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024774796,0.0010424283,0.00120063,0.0005969946,0.00054021215,0.00010156099,0.00027328817,0.00038941004,0.0003053648],"category_scores_gemma":[0.00053728797,0.00085293094,0.00037802538,0.0009287907,0.00033610553,0.00025789253,0.00006488585,0.00035538198,0.000057626225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004446763,0.002520466,0.059366193,0.0017472154,0.0011134786,0.0006540143,0.0066471626,0.54296315,0.19890805,0.00009084915,0.01869556,0.1628471],"study_design_scores_gemma":[0.051803965,0.01968535,0.25236085,0.0039418614,0.005747051,0.00010963805,0.000116496856,0.29122522,0.02692521,0.0005715776,0.34125742,0.0062553426],"about_ca_topic_score_codex":0.0010150976,"about_ca_topic_score_gemma":0.00024136236,"teacher_disagreement_score":0.3225619,"about_ca_system_score_codex":0.0010241638,"about_ca_system_score_gemma":0.00022040086,"threshold_uncertainty_score":0.99939215},"labels":[],"label_agreement":null},{"id":"W4383618384","doi":"10.1016/j.brs.2023.07.003","title":"Kinematic adaptive deep brain stimulation for gait impairment and freezing of gait in Parkinson's disease","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; Stanford Bio-X; Medtronic","keywords":"Deep brain stimulation; Gait; Physical medicine and rehabilitation; Parkinson's disease; Neuromodulation; Medicine; Disease; Neuroscience; Stimulation; Psychology; Internal medicine","score_opus":0.034931716905887256,"score_gpt":0.2945641395005068,"score_spread":0.25963242259461955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383618384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5032005,0.00073155516,0.013676645,0.47075728,0.0003194372,0.010490159,0.00043207125,0.00024547396,0.00014692354],"genre_scores_gemma":[0.8976963,0.000019945373,0.0013727823,0.09735637,0.00038206344,0.00035414885,0.0021989506,0.00009647871,0.0005229466],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99804515,0.00013139266,0.00054924976,0.0005607579,0.0003844219,0.00032903813],"domain_scores_gemma":[0.9975639,0.0016896895,0.00029938924,0.00026696862,0.00008031164,0.00009973722],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022439711,0.0003371134,0.00061269756,0.00034881197,0.000059660713,0.000019577832,0.0000617235,0.0003319981,0.00003664722],"category_scores_gemma":[0.0007028246,0.0002961744,0.00016696843,0.00024848743,0.000059275655,0.00008198808,0.000047868678,0.00031929484,0.0000073526717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0090387175,0.0021961755,0.21433783,0.009937495,0.0009820621,0.0020223956,0.0017546946,0.08004713,0.000717789,0.00032434464,0.6370753,0.041566063],"study_design_scores_gemma":[0.008861631,0.0017442438,0.6024257,0.00087162567,0.00043114347,0.0000025727657,0.000034528974,0.36411896,0.0000073513306,0.015014328,0.006084322,0.00040356742],"about_ca_topic_score_codex":0.00004674128,"about_ca_topic_score_gemma":0.00002495759,"teacher_disagreement_score":0.630991,"about_ca_system_score_codex":0.000098868986,"about_ca_system_score_gemma":0.00005187943,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W4385383584","doi":"10.1016/j.brs.2023.07.056","title":"Mechanisms of theta burst transcranial ultrasound induced plasticity in the human motor cortex","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Neuroscience; Transcranial magnetic stimulation; NMDA receptor; Motor cortex; Inhibitory postsynaptic potential; GABAA receptor; Medicine; Psychology; Stimulation; Pharmacology; Receptor; Internal medicine","score_opus":0.023389287767707375,"score_gpt":0.25745003607425354,"score_spread":0.23406074830654616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385383584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871871,0.00000333362,0.011330682,0.00009473106,0.000051551688,0.00033740138,0.000037735284,0.00016720241,0.0007903034],"genre_scores_gemma":[0.9996639,0.0000020467467,0.000088223875,0.000033710414,0.000045171902,0.00004315489,0.00007149215,0.000019944686,0.000032376975],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993503,0.000031495772,0.00020661535,0.0001105142,0.0001614514,0.00013959799],"domain_scores_gemma":[0.99925894,0.00053929276,0.00002585939,0.0001382976,0.000017565173,0.000020078067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015444502,0.000095719915,0.00011393654,0.00009845236,0.00007713795,0.000019098467,0.00014297386,0.000073883624,0.000042638578],"category_scores_gemma":[0.000043351116,0.00008019357,0.000044797293,0.00039520123,0.000020331687,0.000063922445,0.0000036848721,0.00010858331,0.000023644283],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004154768,0.000027284716,0.000253852,0.0000155249,0.00000997092,5.679405e-7,0.0010643271,0.012644563,0.97744906,0.00824184,0.00005827981,0.0002305885],"study_design_scores_gemma":[0.0009255715,0.00007798979,0.9026155,0.000026175632,0.00003096156,0.000004275583,0.0004109422,0.068141945,0.0055187694,0.021785008,0.00024138529,0.00022146077],"about_ca_topic_score_codex":0.00004229505,"about_ca_topic_score_gemma":0.00008193114,"teacher_disagreement_score":0.97193027,"about_ca_system_score_codex":0.000018766434,"about_ca_system_score_gemma":0.000007621488,"threshold_uncertainty_score":0.32701987},"labels":[],"label_agreement":null},{"id":"W4385546869","doi":"10.1016/j.brs.2023.07.051","title":"Subgenual cingulate connectivity as a treatment predictor during low-frequency right dorsolateral prefrontal rTMS: A concurrent TMS-fMRI study","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia; Centre for Addiction and Mental Health","funders":"Michael Smith Health Research BC; Centre for Addiction and Mental Health Foundation; Vancouver Coastal Health Research Institute; University of British Columbia; Fondation Brain Canada","keywords":"Psychology; Functional connectivity; Dorsolateral prefrontal cortex; Neuroscience; Audiology; Medicine; Prefrontal cortex; Cognition","score_opus":0.031060524953882045,"score_gpt":0.29791148059652545,"score_spread":0.2668509556426434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385546869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941591,0.000025265075,0.0001192176,0.00096890767,0.001122389,0.00218496,0.000096690455,0.00085924903,0.00046420563],"genre_scores_gemma":[0.99773985,0.0000059474587,0.00001600352,0.0001858615,0.0003973262,0.00033845747,0.000038023492,0.000056378107,0.0012221267],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99637145,0.0005468867,0.00048685557,0.0012310597,0.0007362778,0.00062750094],"domain_scores_gemma":[0.99542236,0.003660673,0.00021143428,0.00044938645,0.00009656179,0.00015956086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003938347,0.0004616491,0.00044629938,0.00033817653,0.000815152,0.00012765647,0.00020328914,0.00010776664,0.00015435832],"category_scores_gemma":[0.0040769456,0.0004210092,0.00017133597,0.0007611621,0.0001374159,0.0006027745,0.00019970306,0.00020056519,0.00041132743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018216799,0.004767345,0.3097779,0.00022605414,0.0005558513,0.0012185056,0.03373383,0.03505894,0.6048558,0.0024409222,0.0017361002,0.0038071212],"study_design_scores_gemma":[0.006304229,0.0020819928,0.94966936,0.00006698446,0.00007056315,0.000051440413,0.00036307288,0.022597099,0.016171386,0.001783551,0.00022809143,0.000612223],"about_ca_topic_score_codex":0.00030045287,"about_ca_topic_score_gemma":0.00041233774,"teacher_disagreement_score":0.6398915,"about_ca_system_score_codex":0.00069379155,"about_ca_system_score_gemma":0.00011807625,"threshold_uncertainty_score":0.99982417},"labels":[],"label_agreement":null},{"id":"W4386024809","doi":"10.1016/j.brs.2023.08.014","title":"Local neuroanatomical and tract-based proxies of optimal subcallosal cingulate deep brain stimulation","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Krembil Foundation; University Health Network; University of Toronto; Health Sciences Centre","funders":"Canadian Institutes of Health Research; University Health Network","keywords":"Deep brain stimulation; White matter; Corpus callosum; Cingulum (brain); Splenium; Diffusion MRI; Grey matter; Psychology; Fractional anisotropy; Tractography; Neuroscience; Corticospinal tract; Voxel; Brain stimulation; Stimulation; Medicine; Magnetic resonance imaging; Radiology; Pathology","score_opus":0.020852897169993296,"score_gpt":0.29341217485197474,"score_spread":0.27255927768198146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386024809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98409575,0.0000366964,0.011235561,0.0037675872,0.00004370699,0.0005845552,0.000008771132,0.00015643182,0.00007095628],"genre_scores_gemma":[0.99818784,0.000002811929,0.000644826,0.0008338913,0.000027591612,0.000014383114,0.00018264327,0.000026130538,0.000079855396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987373,0.000087001725,0.0003231646,0.00033488782,0.00029057637,0.00022707407],"domain_scores_gemma":[0.9988795,0.00069346215,0.000096934804,0.00015734804,0.00006235625,0.00011043483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017191451,0.00017034449,0.00028817612,0.00018299776,0.00007109317,0.000015521464,0.000038339225,0.00013243729,0.00004643664],"category_scores_gemma":[0.00047973578,0.00014555875,0.000081343795,0.000350041,0.0001259157,0.00008792493,0.000029001552,0.00012798284,0.000015174819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004366083,0.0016399313,0.48742756,0.0003993432,0.00014251222,0.0004153744,0.0007134994,0.3950381,0.028184693,0.0014494994,0.0013333126,0.07889009],"study_design_scores_gemma":[0.002112663,0.00053249195,0.5055269,0.000018876346,0.000039660117,0.0000038210146,0.000014218532,0.49056882,0.00036966425,0.00070922123,0.000031858974,0.000071837196],"about_ca_topic_score_codex":0.000016428534,"about_ca_topic_score_gemma":0.000004205028,"teacher_disagreement_score":0.095530696,"about_ca_system_score_codex":0.000022372928,"about_ca_system_score_gemma":0.00003614333,"threshold_uncertainty_score":0.5935713},"labels":[],"label_agreement":null},{"id":"W4386047354","doi":"10.1016/j.brs.2023.07.005","title":"Pilot study of accelerated intermittent theta burst stimulation for inpatients with treatment depression","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tolerability; Depression (economics); Rating scale; Montreal Cognitive Assessment; Medicine; Montgomery–Åsberg Depression Rating Scale; Treatment-resistant depression; Quality of life (healthcare); Psychology; Internal medicine; Major depressive disorder; Psychiatry; Adverse effect; Cognition; Cognitive impairment","score_opus":0.16131039024685478,"score_gpt":0.35417206869086953,"score_spread":0.19286167844401475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386047354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99050355,0.0000068745844,0.0053411033,0.00012299987,0.00021408545,0.0033531627,0.00004323475,0.0002548345,0.00016014228],"genre_scores_gemma":[0.9990255,0.0000029242833,0.00016981778,0.00004355314,0.000047084464,0.00029666215,0.000056534995,0.000041171676,0.0003167264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99808544,0.0001655268,0.00048482805,0.0005416343,0.00046844882,0.00025413654],"domain_scores_gemma":[0.99773186,0.0014740695,0.00024674382,0.00030934755,0.00018158232,0.000056394525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477103,0.00024838158,0.00030435887,0.00030469045,0.0002638133,0.000040683914,0.00013655088,0.000032190448,0.00002478434],"category_scores_gemma":[0.00043560265,0.00019057453,0.000046659417,0.0008215364,0.000059001417,0.0002146799,0.000044017786,0.00005059012,0.000017273125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006382424,0.003735474,0.15737253,0.00006210347,0.000075120915,0.000007722546,0.0056343004,0.5120481,0.2843393,0.00013816351,0.0001686,0.030036148],"study_design_scores_gemma":[0.011256798,0.01288041,0.8138185,0.00005434519,0.0000755213,0.0000010402276,0.00022686322,0.15716459,0.0040486627,0.00021282039,0.000051846557,0.00020860317],"about_ca_topic_score_codex":0.000096881035,"about_ca_topic_score_gemma":0.00007281883,"teacher_disagreement_score":0.656446,"about_ca_system_score_codex":0.00007327586,"about_ca_system_score_gemma":0.00002718916,"threshold_uncertainty_score":0.7771404},"labels":[],"label_agreement":null},{"id":"W4386071288","doi":"10.1016/j.brs.2023.08.019","title":"Contact dermatitis following an intensive transcranial direct current stimulation protocol for major depressive disorder","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal; Brain and Behavior Research Foundation","keywords":"Transcranial direct-current stimulation; Medicine; Protocol (science); Deep transcranial magnetic stimulation; Stimulation; Physical medicine and rehabilitation; Transcranial magnetic stimulation; Internal medicine; Pathology","score_opus":0.07596721559993817,"score_gpt":0.366399456950172,"score_spread":0.2904322413502338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386071288","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008575267,0.000081372214,0.17882653,0.21382503,0.006109001,0.58592683,0.002620534,0.003300718,0.0007347235],"genre_scores_gemma":[0.24842723,0.0000065355935,0.0012602318,0.19137226,0.0076254443,0.5462663,0.0027484938,0.0009441047,0.0013493587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994089,0.0007157666,0.0012979311,0.0017147384,0.0012582957,0.0009242783],"domain_scores_gemma":[0.99206704,0.0058698477,0.00067795697,0.0006624517,0.0005843758,0.0001383552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031463712,0.0009729362,0.0010747061,0.0005990594,0.0008547437,0.00039973264,0.0005071363,0.00074864517,0.00013829954],"category_scores_gemma":[0.003731709,0.0009835258,0.00067125325,0.00069917477,0.00013194248,0.0009853105,0.00007109579,0.0009862827,0.00009522446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020573884,0.00056038826,0.002868508,0.003251191,0.00036112295,0.00037950394,0.005886416,0.079624124,0.031312708,0.00034196812,0.82959336,0.0437633],"study_design_scores_gemma":[0.034097295,0.0017182282,0.061049227,0.0014909089,0.00083022536,0.000018026858,0.00007786825,0.17489192,0.00080356956,0.003562355,0.7183767,0.00308369],"about_ca_topic_score_codex":0.00011095388,"about_ca_topic_score_gemma":0.0000758651,"teacher_disagreement_score":0.23985197,"about_ca_system_score_codex":0.00019061528,"about_ca_system_score_gemma":0.00018542887,"threshold_uncertainty_score":0.9992615},"labels":[],"label_agreement":null},{"id":"W4386565976","doi":"10.1016/j.brs.2023.09.007","title":"Mood biomarkers of response to deep brain stimulation in depression measured with a sensing system","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Krembil Foundation; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Hospital; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Foundation for Innovation","keywords":"Deep brain stimulation; Neuroscience; Neuromodulation; Brain stimulation; Cingulum (brain); Stimulation; Medicine; Treatment-resistant depression; Psychology; Major depressive disorder; Internal medicine; Magnetic resonance imaging; Diffusion MRI; Radiology; Cognition; Fractional anisotropy; Parkinson's disease","score_opus":0.030281250773334076,"score_gpt":0.28803210644810223,"score_spread":0.25775085567476813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386565976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82451695,0.00006003882,0.0056128483,0.16584446,0.00017925896,0.0032116892,0.000042334043,0.00029029767,0.00024212689],"genre_scores_gemma":[0.9573417,6.2833556e-7,0.0009876363,0.040639,0.0001453427,0.00003100993,0.0005068637,0.000098142875,0.00024969102],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99708796,0.00059904397,0.00056943507,0.00065183156,0.0007469487,0.0003447829],"domain_scores_gemma":[0.9974054,0.0016193475,0.00028709922,0.00044413313,0.00015281995,0.00009119787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058797654,0.00035940515,0.00065441814,0.000753872,0.000063868276,0.00002162428,0.00007104526,0.0005816203,0.000008873451],"category_scores_gemma":[0.0011238366,0.00028399393,0.00011388762,0.0008455741,0.000037123486,0.000066106164,0.000043841064,0.00041605532,0.000024226976],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12436555,0.0009474839,0.20385195,0.004916222,0.0017749781,0.011174326,0.0033371372,0.21540782,0.06846345,0.000009981041,0.3120054,0.053745687],"study_design_scores_gemma":[0.013945201,0.0024690863,0.8714845,0.0040590046,0.00042427678,0.000060513594,0.00015044858,0.10442496,0.00033784032,0.00015422516,0.0018110842,0.00067882246],"about_ca_topic_score_codex":0.000110553396,"about_ca_topic_score_gemma":0.00006811815,"teacher_disagreement_score":0.6676326,"about_ca_system_score_codex":0.00024007478,"about_ca_system_score_gemma":0.00008432251,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W4387122161","doi":"10.1016/j.brs.2023.09.022","title":"The intracortical excitability changes underlying the enhancing effects of rewards and punishments on motor performance","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 European Research Council; Fonds de recherche du Québec – Nature et technologies; European Research Council","keywords":"Transcranial magnetic stimulation; Glutamatergic; Neuroscience; Facilitation; GABAA receptor; Psychology; Motor cortex; Index finger; Punishment (psychology); gamma-Aminobutyric acid; Stimulation; Biology; Glutamate receptor; Medicine; Internal medicine; Receptor; Developmental psychology; Anatomy","score_opus":0.051725625324408386,"score_gpt":0.31531967834145164,"score_spread":0.26359405301704325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387122161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953531,0.000032603413,0.0006387669,0.0028465763,0.00026991233,0.00063886325,0.000002533465,0.00008286709,0.00013474685],"genre_scores_gemma":[0.99949133,0.000062674095,0.000028654948,0.00022815223,0.00003585495,0.000047185753,6.6007226e-7,0.000010337515,0.00009517147],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987899,0.0001913748,0.00020966,0.00024100192,0.00036501943,0.00020304833],"domain_scores_gemma":[0.9914621,0.008179555,0.00007637309,0.00021476837,0.00003737489,0.000029809442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492609,0.00010718175,0.000116603645,0.000052880772,0.00054132805,0.000042219963,0.000115559335,0.000037862257,0.0000035929818],"category_scores_gemma":[0.003137012,0.000065922024,0.00002572902,0.00036296158,0.00024194519,0.000075785974,0.000055837005,0.00010131899,0.000010122223],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027899165,0.000045255343,0.0045291437,0.00019409439,0.000011470906,0.0000018851601,0.0026252922,0.004159111,0.88946223,0.0021349294,0.000044430803,0.09651316],"study_design_scores_gemma":[0.00048513556,0.0002969779,0.92891264,0.00005019649,0.000011513603,7.379116e-7,0.000068333444,0.058850102,0.010341996,0.000792272,0.00011894134,0.00007114073],"about_ca_topic_score_codex":0.0000069346966,"about_ca_topic_score_gemma":0.000012735333,"teacher_disagreement_score":0.9243835,"about_ca_system_score_codex":0.00002337459,"about_ca_system_score_gemma":0.000012061083,"threshold_uncertainty_score":0.41635123},"labels":[],"label_agreement":null},{"id":"W4387189929","doi":"10.1016/j.brs.2023.09.021","title":"Electrophysiological characteristics of CM-pf in diagnosis and outcome of patients with disorders of consciousness","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Guangdong Provincial Applied Science and Technology Research and Development Program; Chinese Academy of Sciences; Fondazione Europea Ricerca Biomedica; National Natural Science Foundation of China; Koning Boudewijnstichting; Fonds De La Recherche Scientifique - FNRS","keywords":"Electrophysiology; Persistent vegetative state; Minimally conscious state; Wakefulness; Coma (optics); Deep brain stimulation; Electroencephalography; Neuroscience; Consciousness; Medicine; Anesthesia; Psychology; Internal medicine; Physics","score_opus":0.017700800376184277,"score_gpt":0.2779268742125468,"score_spread":0.26022607383636254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387189929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99937606,0.000010239257,0.000033098568,0.00018440894,0.000009868731,0.00033103084,0.000027064181,0.000009483098,0.000018748635],"genre_scores_gemma":[0.9997397,0.000033245276,0.0000456467,0.00005871765,0.0000021667327,0.000012944747,0.00009590008,0.0000053421763,0.000006325358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994249,0.000028995311,0.00023644566,0.00011386912,0.000112948954,0.000082847895],"domain_scores_gemma":[0.9994966,0.0002503893,0.00011483088,0.00007243869,0.000044810437,0.000020931458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039606915,0.0000665647,0.000274544,0.0000790024,0.000009243262,8.4642613e-7,0.000019131821,0.000043345066,0.000012744208],"category_scores_gemma":[0.00020518531,0.000044925284,0.00002444823,0.00021948278,0.00008489739,0.0000195549,0.000016189933,0.000038848957,5.784837e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060120696,0.0004439726,0.99143356,0.00007773062,0.000015448613,0.0000018249744,0.00003971289,0.00007684881,0.00043001882,0.00006475022,0.0000070415917,0.006807867],"study_design_scores_gemma":[0.002213004,0.0015564124,0.99486554,0.000025431724,0.000023915341,4.0006412e-8,0.0000075599264,0.0004927854,0.00008492479,0.0006904081,0.0000036523056,0.000036342655],"about_ca_topic_score_codex":0.000023072214,"about_ca_topic_score_gemma":0.000006846593,"teacher_disagreement_score":0.0067715244,"about_ca_system_score_codex":0.0000050948747,"about_ca_system_score_gemma":0.0000061036694,"threshold_uncertainty_score":0.18319999},"labels":[],"label_agreement":null},{"id":"W4387398335","doi":"10.1016/j.brs.2023.10.002","title":"Efficacy of insula deep repetitive transcranial magnetic stimulation combined with varenicline for smoking cessation: A randomized, double-blind, sham controlled trial","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Canadian Institutes of Health Research; Centre for Addiction and Mental Health","funders":"BrainsWay; Pfizer","keywords":"Varenicline; Abstinence; Smoking cessation; Randomized controlled trial; Medicine; Anesthesia; Transcranial magnetic stimulation; Craving; Nicotine; Nicotine patch; Deep transcranial magnetic stimulation; Insula; Psychiatry; Stimulation; Psychology; Internal medicine; Addiction; Placebo; Neuroscience","score_opus":0.057861432571924845,"score_gpt":0.32579356143819516,"score_spread":0.2679321288662703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387398335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8972262,0.000046270474,0.08030826,0.0012363611,0.0006055803,0.019441498,0.00005095905,0.00044502606,0.0006398173],"genre_scores_gemma":[0.9960907,0.000012322663,0.0010338268,0.00014592386,0.00034212382,0.00176669,0.00017153009,0.00007694902,0.00035990737],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99544805,0.00061192707,0.0016009571,0.00086483033,0.0010047277,0.00046950224],"domain_scores_gemma":[0.9831906,0.015092539,0.0007113336,0.00039354598,0.00050447864,0.00010748999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014977528,0.00045793058,0.0014004736,0.0006092498,0.00039971128,0.00009592973,0.00024582134,0.00021112332,0.00018356057],"category_scores_gemma":[0.0040044473,0.0003910927,0.0004517123,0.0016027567,0.00038881143,0.00033415144,0.00003358432,0.0001825036,0.000014353978],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8280548,0.00032367482,0.00007905861,0.00005752401,0.000075054006,0.0000037966065,0.0013636227,0.15820889,0.0062056296,0.0041302363,0.000016945121,0.0014807774],"study_design_scores_gemma":[0.72347325,0.0021678272,0.0038412423,0.00006636485,0.0004168875,0.0000017730524,0.000042452564,0.26810572,0.00047627903,0.001066194,0.00003642056,0.00030558062],"about_ca_topic_score_codex":0.000029686396,"about_ca_topic_score_gemma":0.000026307356,"teacher_disagreement_score":0.1098968,"about_ca_system_score_codex":0.000060000963,"about_ca_system_score_gemma":0.000112091526,"threshold_uncertainty_score":0.9998541},"labels":[],"label_agreement":null},{"id":"W4387613565","doi":"10.1016/j.brs.2023.10.005","title":"1Hz right orbitofrontal TMS benefits depressed patients unresponsive to dorsolateral prefrontal cortex TMS","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canada Research Chairs; University of Toronto; University of New Brunswick","funders":"Chia Family Foundation; Canadian Institutes of Health Research; Fondation Brain Canada; Arrell Family Foundation; Ontario Brain Institute; National Institutes of Health; Klarman Family Foundation","keywords":"Transcranial magnetic stimulation; Dorsolateral prefrontal cortex; Major depressive disorder; Psychology; Depression (economics); Prefrontal cortex; Orbitofrontal cortex; Treatment-resistant depression; Brain stimulation; Neuroscience; Physical medicine and rehabilitation; Medicine; Stimulation; Cognition","score_opus":0.03262156586953216,"score_gpt":0.2725364599102958,"score_spread":0.23991489404076363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387613565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8195784,0.00007413907,0.002871412,0.1561015,0.008270124,0.0068514645,0.0030505431,0.0016969846,0.0015054254],"genre_scores_gemma":[0.79145277,0.000006806468,0.00054196944,0.19595872,0.0027788372,0.000302951,0.0011793451,0.00033522936,0.007443385],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9939318,0.0005125294,0.001021092,0.0018333298,0.0016772132,0.0010240404],"domain_scores_gemma":[0.99540454,0.002900463,0.00041714183,0.0007587516,0.00031041232,0.00020866787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017376,0.00091839244,0.00084228505,0.0007205106,0.00053984154,0.00025722402,0.0006699457,0.0008580106,0.0004087322],"category_scores_gemma":[0.0018297696,0.00091618596,0.00029636687,0.00087594666,0.00016675782,0.00049186347,0.00030031998,0.0010269613,0.0014326667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016692597,0.00026416272,0.0039708493,0.00019575137,0.000115877396,0.00049607933,0.0025155242,0.03222185,0.061528113,0.00012304986,0.8927457,0.004153809],"study_design_scores_gemma":[0.0041919374,0.00087437447,0.8688886,0.00026391025,0.00013963776,0.000012075792,0.000011061339,0.0069662733,0.00043977203,0.0004894982,0.11624636,0.0014764793],"about_ca_topic_score_codex":0.00016669818,"about_ca_topic_score_gemma":0.00008720122,"teacher_disagreement_score":0.86491776,"about_ca_system_score_codex":0.00031083619,"about_ca_system_score_gemma":0.0000974973,"threshold_uncertainty_score":0.9993448},"labels":[],"label_agreement":null},{"id":"W4388378417","doi":"10.1016/j.brs.2023.10.014","title":"Rethinking NBM DBS: Intermittent stimulation improves sustained attention in Parkinson's disease","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; Boston Scientific Corporation","keywords":"Nucleus basalis; Deep brain stimulation; Neuroscience; Parkinson's disease; Stimulation; Cholinergic; Globus pallidus; Medicine; Cognitive decline; Disease; Psychology; Cholinergic neuron; Dementia; Basal ganglia; Internal medicine; Central nervous system","score_opus":0.034050638078732855,"score_gpt":0.29757793151724976,"score_spread":0.2635272934385169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388378417","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41305336,0.00015615724,0.00062594056,0.5820757,0.0006383905,0.002723939,0.00004629439,0.00045121802,0.0002289638],"genre_scores_gemma":[0.7978508,0.000028835508,0.0001372725,0.19163181,0.0009317123,0.00015538526,0.0051040426,0.00011482048,0.0040453374],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99714637,0.00023028921,0.0006328517,0.00086089544,0.00063272536,0.0004968813],"domain_scores_gemma":[0.9984693,0.0005183103,0.0003028919,0.00045863728,0.00013311065,0.00011774943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002664156,0.00044910304,0.0005457478,0.00055545714,0.00011001876,0.00007573035,0.000113824186,0.00063655904,0.00005973608],"category_scores_gemma":[0.00075908983,0.00040079714,0.00027909805,0.00044033257,0.00006257912,0.00017387226,0.000092771705,0.0010256162,0.000095408286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030433447,0.0009160613,0.27775085,0.0020705787,0.00037321812,0.009997997,0.0005857689,0.0042701173,0.0007538157,0.00011458867,0.6459727,0.05415096],"study_design_scores_gemma":[0.0044702995,0.00046989508,0.9029761,0.0005612488,0.00027955885,0.00000331756,0.000019179046,0.04641529,0.0000023130494,0.020805096,0.023573194,0.00042450996],"about_ca_topic_score_codex":0.00006452425,"about_ca_topic_score_gemma":0.000015294345,"teacher_disagreement_score":0.62522525,"about_ca_system_score_codex":0.0003039346,"about_ca_system_score_gemma":0.00009210603,"threshold_uncertainty_score":0.9998444},"labels":[],"label_agreement":null},{"id":"W4388719188","doi":"10.1016/j.brs.2023.11.006","title":"Intersession reliability of fast motor mapping using TMS","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reliability (semiconductor); Reliability engineering; Computer science; Neuroscience; Psychology; Engineering; Physics","score_opus":0.10755416026041531,"score_gpt":0.32668535000200793,"score_spread":0.21913118974159262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388719188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67955905,0.000052079187,0.075119846,0.23259215,0.00590974,0.0036577682,0.0006324086,0.0012333378,0.0012436487],"genre_scores_gemma":[0.92374897,0.000007897008,0.002074826,0.07021904,0.0016632044,0.000033297125,0.000112552916,0.00015000901,0.0019902054],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99685115,0.0003776363,0.00082234776,0.000802122,0.0007858636,0.00036090377],"domain_scores_gemma":[0.9957985,0.0029865303,0.0004914898,0.00051698234,0.00016830825,0.000038145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030226738,0.0003709713,0.00055250304,0.00046337664,0.00018363043,0.000044996686,0.00028574912,0.00048618345,0.000099546516],"category_scores_gemma":[0.0029030887,0.00035380007,0.0002221382,0.00073329365,0.00023379458,0.00019143408,0.00014375785,0.0006546929,0.00009183138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014417521,0.000065588974,0.00147297,0.00092401815,0.000020833511,0.0000639993,0.0015575425,0.04102243,0.8210337,0.00002934238,0.13112636,0.0025390296],"study_design_scores_gemma":[0.00415692,0.00055155624,0.183102,0.0026251918,0.00024152722,0.000021393593,0.0002454825,0.63776404,0.0033224307,0.0037918468,0.16203412,0.0021434808],"about_ca_topic_score_codex":0.00007496859,"about_ca_topic_score_gemma":0.000001571802,"teacher_disagreement_score":0.8177113,"about_ca_system_score_codex":0.00013661494,"about_ca_system_score_gemma":0.000059849117,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W4389138108","doi":"10.1016/j.brs.2023.11.011","title":"MNI2CPC: A probabilistic cortex-to-scalp mapping for non-invasive brain stimulation targeting","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Servier; National Natural Science Foundation of China","keywords":"Scalp; Neuroscience; Stimulation; Brain stimulation; Probabilistic logic; Cortex (anatomy); Medicine; Computer science; Psychology; Anatomy; Artificial intelligence","score_opus":0.03988744378596253,"score_gpt":0.3124922790315223,"score_spread":0.2726048352455598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389138108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624992,0.000014116557,0.024470935,0.008679005,0.00017192165,0.003431985,0.000035086796,0.0003145455,0.00038318205],"genre_scores_gemma":[0.9915837,0.0000020998239,0.0031184228,0.0029281087,0.00016431005,0.00027888265,0.0008446763,0.000045033525,0.00103476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983367,0.000053970696,0.00039913636,0.00052631757,0.00028289508,0.00040098958],"domain_scores_gemma":[0.99779105,0.0015356849,0.00012003212,0.0002137951,0.00017215205,0.00016726437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032409054,0.00021910244,0.00031859695,0.00024121115,0.00021464415,0.000035935318,0.0000634488,0.00012707793,0.00005287023],"category_scores_gemma":[0.003498658,0.00019553525,0.0001340734,0.0006753777,0.000031750307,0.00009958541,0.000047953115,0.000102295955,0.00018966204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003669833,0.0016092521,0.20161043,0.0017515875,0.00048017703,0.00029905452,0.004231631,0.32485238,0.26267967,0.00210366,0.1106691,0.08604323],"study_design_scores_gemma":[0.004513521,0.001050612,0.6373149,0.00014257114,0.000075156655,0.0000026046218,0.00009257673,0.34500697,0.00017475733,0.010090209,0.0012833144,0.00025279805],"about_ca_topic_score_codex":0.000015157976,"about_ca_topic_score_gemma":0.000007915735,"teacher_disagreement_score":0.43570447,"about_ca_system_score_codex":0.00008426806,"about_ca_system_score_gemma":0.00006392505,"threshold_uncertainty_score":0.7973696},"labels":[],"label_agreement":null},{"id":"W4389396818","doi":"10.1016/j.brs.2023.11.016","title":"Oscillatory network markers of subcallosal cingulate deep brain stimulation for depression","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Toronto Western Hospital; Ontario Brain Institute; McMaster University; University of Toronto; University Health Network","funders":"National Institute of Neurological Disorders and Stroke; National Institute of General Medical Sciences; National Institutes of Health; Boston Scientific Corporation; Canadian Institutes of Health Research; Alexander von Humboldt-Stiftung","keywords":"Deep brain stimulation; Stimulation; Neuroscience; Brain activity and meditation; Magnetoencephalography; Default mode network; Brain stimulation; Treatment-resistant depression; Psychology; Anterior cingulate cortex; Depression (economics); Functional magnetic resonance imaging; Medicine; Electroencephalography; Major depressive disorder; Cognition; Internal medicine","score_opus":0.03830743918390495,"score_gpt":0.2983347066061295,"score_spread":0.26002726742222454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389396818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948197,0.00005452643,0.04428231,0.0036634312,0.0011953297,0.0014140996,0.00004092841,0.0005241431,0.00062821695],"genre_scores_gemma":[0.9965212,0.0000042526326,0.0009974373,0.0013823345,0.00038397603,0.000072991876,0.00006582263,0.000054403634,0.0005176122],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997531,0.00027451685,0.00048577826,0.000692997,0.00056088285,0.00045485471],"domain_scores_gemma":[0.9788348,0.020332152,0.00028911696,0.00032782354,0.00013789578,0.00007823259],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011380748,0.00024093308,0.00030950241,0.00027243613,0.00046057024,0.000035754292,0.00016797517,0.00015442474,0.000034770706],"category_scores_gemma":[0.018357456,0.00025055502,0.00016081364,0.0010495964,0.00011692397,0.00033374093,0.0001398261,0.00012400319,0.000035599864],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009283892,0.000045927864,0.027997643,0.000097711054,0.000026567684,0.000003576527,0.00028783936,0.8275526,0.09862919,0.0019747124,0.032034796,0.010421035],"study_design_scores_gemma":[0.0015192957,0.000207843,0.32035983,0.00006681791,0.00002182979,0.0000027314504,0.00003687738,0.6601311,0.00455526,0.009393454,0.003421257,0.0002837045],"about_ca_topic_score_codex":0.000012692723,"about_ca_topic_score_gemma":0.000029873849,"teacher_disagreement_score":0.29236218,"about_ca_system_score_codex":0.000099673016,"about_ca_system_score_gemma":0.00005350294,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4389463435","doi":"10.1016/j.brs.2023.11.013","title":"Transcranial ultrasound neuromodulation for epilepsy: A pilot safety trial","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Brigham Research Institute; Harvard Medical School; Brigham and Women's Hospital; Epilepsy Foundation","keywords":"Medicine; Epilepsy; Neuromodulation; Epilepsy surgery; Temporal lobe; Internal medicine; Psychiatry","score_opus":0.14915651787928216,"score_gpt":0.3652146128108679,"score_spread":0.21605809493158576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389463435","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029052164,0.000014057679,0.104958735,0.8300184,0.00784366,0.021122577,0.0031035726,0.0022931844,0.0015936219],"genre_scores_gemma":[0.4948787,0.000022779966,0.0011512922,0.43615872,0.03174293,0.0017599158,0.009070366,0.0010704154,0.024144862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99322444,0.0011300582,0.001206554,0.001710949,0.001729711,0.0009982717],"domain_scores_gemma":[0.9814666,0.016826222,0.0004852494,0.0008454923,0.00024659585,0.00012985083],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011363344,0.0006434263,0.0007081498,0.0007894072,0.0006742397,0.0003414947,0.00064959563,0.00087970484,0.0003543808],"category_scores_gemma":[0.010731275,0.0006948786,0.00048118402,0.0011174089,0.00017471191,0.00043186833,0.00006280456,0.0015040678,0.00044212097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031490587,0.00017148508,0.00003327125,0.0003018923,0.00003533456,0.00008877406,0.00018684007,0.046625696,0.045312658,0.00058218563,0.8723503,0.0028209873],"study_design_scores_gemma":[0.09973298,0.005406158,0.0043410603,0.00016981924,0.00017711204,0.000036543646,0.0000042871975,0.24407272,0.0012899606,0.010671319,0.63220185,0.0018961945],"about_ca_topic_score_codex":0.000056168945,"about_ca_topic_score_gemma":0.000016176167,"teacher_disagreement_score":0.46582657,"about_ca_system_score_codex":0.00026772943,"about_ca_system_score_gemma":0.00025565116,"threshold_uncertainty_score":0.9995502},"labels":[],"label_agreement":null},{"id":"W4389671113","doi":"10.1016/j.brs.2023.12.006","title":"Altered in vivo early neurogenesis traits in patients with depression: Evidence from neuron-derived extracellular vesicles and electroconvulsive therapy","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurogenesis and neuroplasticity mechanisms","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"National Natural Science Foundation of China","keywords":"Neurogenesis; Extracellular vesicles; Electroconvulsive therapy; Depression (economics); Extracellular; Neuroscience; Cortical spreading depression; Neuron; In vivo; Psychology; Psychiatry; Biology; Cell biology; Cognition","score_opus":0.034305820453920284,"score_gpt":0.251552005286206,"score_spread":0.21724618483228575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389671113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853635,0.00006845345,0.00024820946,0.00012533495,0.00009131954,0.000802938,0.000017921733,0.00010688471,0.0000025996076],"genre_scores_gemma":[0.9993643,0.00007884383,0.000052743857,0.00034866013,0.000034575743,0.0000493682,0.000004307222,0.000052611464,0.000014543515],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99752474,0.00048038978,0.00033747553,0.0008547241,0.00042378125,0.00037890818],"domain_scores_gemma":[0.99791574,0.0016076867,0.00014026948,0.00021106144,0.00003201579,0.000093201146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012706226,0.00025304873,0.0002456983,0.00028826896,0.00011241821,0.00008439592,0.00018710444,0.00006954511,0.00002222607],"category_scores_gemma":[0.00047741216,0.00022970802,0.00003185775,0.00080636947,0.00005022711,0.00044929117,0.00006382506,0.00015448431,0.000012089891],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005882577,0.00007919285,0.122304544,0.000005395324,0.0000015353386,0.00006270797,0.0002799216,0.0018533383,0.8726275,0.000012233227,0.0000066445323,0.0021787295],"study_design_scores_gemma":[0.0012551913,0.00025089254,0.53924084,0.000042661908,0.0000028015224,0.0000010995033,0.0000032543498,0.005820124,0.45321214,0.00004250433,0.000005710824,0.0001227844],"about_ca_topic_score_codex":0.00004533982,"about_ca_topic_score_gemma":0.00003256607,"teacher_disagreement_score":0.41941535,"about_ca_system_score_codex":0.000019220428,"about_ca_system_score_gemma":0.000027615364,"threshold_uncertainty_score":0.93672216},"labels":[],"label_agreement":null},{"id":"W4390154957","doi":"10.1016/j.brs.2023.12.011","title":"Conversion of a medical implant into a versatile computer-brain interface","year":2023,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Interface (matter); Brain–computer interface; Task (project management); Interfacing; Computer science; Human–computer interaction; Medicine; Physical medicine and rehabilitation; Neuroscience; Computer hardware; Psychology; Electroencephalography; Operating system","score_opus":0.023321563995297924,"score_gpt":0.32794298939946775,"score_spread":0.3046214254041698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390154957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573505,0.00002728681,0.025780562,0.015718747,0.00020743524,0.0004252638,0.0000035622445,0.0001594587,0.00032720223],"genre_scores_gemma":[0.9978752,0.0000074532268,0.000803677,0.00052428985,0.00007371943,0.0000063787916,0.00019921566,0.000009623285,0.00050043775],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900204,0.000054874232,0.00019552199,0.00016337443,0.0004600369,0.00012412427],"domain_scores_gemma":[0.9992706,0.0004051897,0.00006142946,0.0001491784,0.00003244787,0.00008111605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862299,0.00008617437,0.00017196231,0.00017357194,0.00003518905,0.0000067189376,0.0000631853,0.00007131931,0.00020196887],"category_scores_gemma":[0.00016288586,0.00007436923,0.000054944747,0.00026040524,0.00003701025,0.00004650614,0.00008971846,0.000059948543,0.00015900732],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015102195,0.0010517872,0.105901055,0.0015807949,0.00081686577,0.00072695373,0.009537011,0.0063572167,0.007660908,0.0028892746,0.6933272,0.16864072],"study_design_scores_gemma":[0.0069580725,0.0007722416,0.15129176,0.00034890074,0.00007414417,0.000012581883,0.00025105022,0.82242227,0.001047558,0.00031418313,0.0163789,0.00012836113],"about_ca_topic_score_codex":0.00008449194,"about_ca_topic_score_gemma":0.0000058412543,"teacher_disagreement_score":0.816065,"about_ca_system_score_codex":0.000058658483,"about_ca_system_score_gemma":0.000036198522,"threshold_uncertainty_score":0.3032689},"labels":[],"label_agreement":null},{"id":"W4390312987","doi":"10.1016/j.brs.2023.12.014","title":"Medial forebrain bundle stimulation after failed subcallosal cingulate deep brain stimulation for treatment-resistant depression: Efficacy of a dual deep brain stimulation system for depression","year":2023,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medial forebrain bundle; Deep brain stimulation; Stria terminalis; Stimulation; Neuroscience; Nucleus accumbens; Internal capsule; Psychology; Depression (economics); Forebrain; Anterior cingulate cortex; Treatment-resistant depression; Medicine; Major depressive disorder; Amygdala; Internal medicine; Dopamine; Central nervous system; Magnetic resonance imaging; Striatum; Parkinson's disease","score_opus":0.02705659344655422,"score_gpt":0.30161496726897946,"score_spread":0.27455837382242526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390312987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.798912,0.0006250557,0.12348633,0.04825303,0.0018913042,0.023917321,0.001548263,0.0012726678,0.00009401566],"genre_scores_gemma":[0.94897825,0.0000074222376,0.0040159323,0.013721439,0.0031241616,0.0022330524,0.026430136,0.0005182039,0.0009714333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99146616,0.0006905848,0.0025197447,0.002332592,0.0016142748,0.0013766653],"domain_scores_gemma":[0.9854946,0.010528395,0.0016914702,0.0012229003,0.0006888171,0.00037382377],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009069557,0.0015825015,0.0023609851,0.0011146881,0.0005850537,0.00017183571,0.00028928186,0.0024062586,0.00012356722],"category_scores_gemma":[0.003113404,0.0013455264,0.0012960858,0.00081425573,0.00017837269,0.00048478818,0.00015360431,0.0006165868,0.000035702094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12529776,0.006203159,0.12634544,0.011438631,0.004525172,0.0012820467,0.004230873,0.4814918,0.01971571,0.0002610896,0.14278865,0.07641966],"study_design_scores_gemma":[0.052660286,0.006649131,0.2684042,0.0015719854,0.0026305835,0.00001823639,0.00007764981,0.65889287,0.00068186154,0.0024797788,0.004371728,0.0015616994],"about_ca_topic_score_codex":0.00011909574,"about_ca_topic_score_gemma":0.00020661861,"teacher_disagreement_score":0.17740105,"about_ca_system_score_codex":0.000923724,"about_ca_system_score_gemma":0.00027700447,"threshold_uncertainty_score":0.9996923},"labels":[],"label_agreement":null},{"id":"W4390399430","doi":"10.1016/j.brs.2023.12.013","title":"Deep brain stimulation with short versus conventional pulse width in Parkinson's disease and essential tremor: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Deep brain stimulation; Essential tremor; Medicine; Movement disorders; Cochrane Library; Dystonia; Physical medicine and rehabilitation; Parkinson's disease; Rating scale; Meta-analysis; Dyskinesia; Internal medicine; Physical therapy; Psychology; Disease; Psychiatry","score_opus":0.10213809527264298,"score_gpt":0.37591478607433065,"score_spread":0.27377669080168765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390399430","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001662409,0.992686,0.00050468044,0.00072979776,0.00002212267,0.0057185907,0.00009109203,0.000059841874,0.000021635986],"genre_scores_gemma":[0.012998227,0.98141146,0.00020040535,0.0006642177,0.00003414944,0.0010154672,0.0031667936,0.00007789792,0.00043137543],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.996958,0.0005675353,0.0009378627,0.00080526504,0.000493007,0.0002382979],"domain_scores_gemma":[0.9977091,0.0012218823,0.0003810285,0.00039523403,0.00006888406,0.00022389338],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004950159,0.0005155539,0.0041992296,0.00047085187,0.000079723846,0.000053672884,0.00006553201,0.00016283871,0.00014870531],"category_scores_gemma":[0.0006434007,0.00033045773,0.0008394677,0.001058634,0.00007443922,0.00011380404,0.00005091968,0.00019659371,0.000011781334],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006729148,0.0006166955,0.00086565234,0.87778574,0.11081862,0.0004830606,0.000032517386,0.0009622443,8.972524e-8,0.00013023731,0.00014246325,0.0074897483],"study_design_scores_gemma":[0.0021698722,0.0003579407,0.0048787626,0.013630754,0.9697923,0.0000121687635,0.0000042163033,0.0077822185,7.244538e-9,0.00017017662,0.00081229676,0.0003892757],"about_ca_topic_score_codex":0.000015944497,"about_ca_topic_score_gemma":0.00008403341,"teacher_disagreement_score":0.864155,"about_ca_system_score_codex":0.00007076419,"about_ca_system_score_gemma":0.000077357916,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null},{"id":"W4391280926","doi":"10.1016/j.brs.2024.01.004","title":"Assessing cortical excitability with electroencephalography: A pilot study with EEG-iTBS","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Western University","funders":"Schulich School of Medicine and Dentistry; Canadian Institutes of Health Research; Schulich School of Medicine and Dentistry, Western University; Academic Medical Organization of Southwestern Ontario","keywords":"Electroencephalography; Neuroscience; Psychology","score_opus":0.06159103073801771,"score_gpt":0.33570877099248153,"score_spread":0.27411774025446384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391280926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9454712,0.00005106869,0.051133584,0.00062876643,0.00011465786,0.0011385211,0.0000046617915,0.000554435,0.00090310536],"genre_scores_gemma":[0.99843603,0.0000011744156,0.001124604,0.00019621894,0.00006431018,0.00008509133,0.000003140594,0.00003993393,0.000049475402],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99742216,0.0003483696,0.00032671232,0.00082718447,0.0007001469,0.00037544733],"domain_scores_gemma":[0.997309,0.0021484306,0.000054568016,0.00030045726,0.00009580414,0.00009171542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003543886,0.00026324423,0.00025332946,0.00021010329,0.00034742375,0.00041577392,0.00013061268,0.00003007218,0.00008410105],"category_scores_gemma":[0.00043925,0.00019181255,0.000037790236,0.001348014,0.0002948462,0.0006646015,0.00002576467,0.00027808207,0.000023782346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050067594,0.0036639762,0.31939504,0.00023569954,0.00017325496,0.00049130793,0.0049282997,0.03880492,0.60335296,0.0072177695,0.00010932913,0.016620716],"study_design_scores_gemma":[0.0015597467,0.0074263574,0.95827055,0.00006309825,0.0000901508,0.00002889905,0.0002138837,0.031152163,0.00020415374,0.00063720875,0.00007819787,0.00027560155],"about_ca_topic_score_codex":0.000048928167,"about_ca_topic_score_gemma":0.000091330905,"teacher_disagreement_score":0.6388755,"about_ca_system_score_codex":0.00005771107,"about_ca_system_score_gemma":0.00009182488,"threshold_uncertainty_score":0.78218883},"labels":[],"label_agreement":null},{"id":"W4391671643","doi":"10.1016/j.brs.2024.01.008","title":"Identifying clinical predictors of response to repetitive transcranial magnetic stimulation for smoking cessation: Secondary analysis of a multicenter RCT","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of the Fraser Valley; Public Health Ontario; University of Toronto; Waypoint Centre for Mental Health Care; Centre for Addiction and Mental Health","funders":"BrainsWay","keywords":"Randomized controlled trial; Transcranial magnetic stimulation; Medicine; Smoking cessation; Nicotine; Deep transcranial magnetic stimulation; Psychiatry; Internal medicine; Stimulation","score_opus":0.07392863119583401,"score_gpt":0.3696824113464145,"score_spread":0.2957537801505805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391671643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79975116,0.0002731007,0.10048743,0.08470649,0.0038631845,0.0060087945,0.004268898,0.0003373243,0.00030361366],"genre_scores_gemma":[0.97162616,0.000011225007,0.0019518778,0.023972647,0.0010915146,0.00015854256,0.0004102463,0.0001186316,0.00065914716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99307495,0.001208637,0.0025770268,0.001428419,0.0012597985,0.0004511932],"domain_scores_gemma":[0.9838864,0.01395386,0.0008690017,0.00063507166,0.000559003,0.00009661645],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017607075,0.0005483828,0.0013712877,0.0022102902,0.00016854808,0.000101175036,0.00038851012,0.00073711725,0.00038852243],"category_scores_gemma":[0.0050025745,0.0005834727,0.0010563214,0.002400358,0.00029949498,0.00026783088,0.000085164225,0.0007836045,0.000010974732],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04390081,0.0012027584,0.056181666,0.0077515827,0.0067953146,0.00026794634,0.035516035,0.3350263,0.3179186,0.00043821812,0.16337144,0.031629324],"study_design_scores_gemma":[0.00797126,0.0022799645,0.78449345,0.0009694752,0.010400614,0.0000033570352,0.00011227106,0.15531239,0.0014380395,0.00058305124,0.035362255,0.0010738937],"about_ca_topic_score_codex":0.00003888244,"about_ca_topic_score_gemma":0.000025910615,"teacher_disagreement_score":0.7283118,"about_ca_system_score_codex":0.00013615817,"about_ca_system_score_gemma":0.0001818487,"threshold_uncertainty_score":0.9996617},"labels":[],"label_agreement":null},{"id":"W4391693435","doi":"10.1016/j.brs.2024.02.006","title":"Acoustic noise generated by TMS in typical environment and inside an MRI scanner","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"H2020 European Research Council; Natural Sciences and Engineering Research Council of Canada; Instrumentariumin Tiedesäätiö; Horizon 2020; Canadian Institutes of Health Research; Mitacs; European Research Council; Jane ja Aatos Erkon Säätiö; Aalto-Yliopisto; Academy of Finland; Canada Foundation for Innovation","keywords":"Scanner; Acoustics; Noise (video); Computer science; Physics; Artificial intelligence","score_opus":0.015718425191740725,"score_gpt":0.31074902503645113,"score_spread":0.2950305998447104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391693435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61981964,0.0003720249,0.37679824,0.0023345628,0.000016218339,0.00039442058,0.000012789049,0.00012520292,0.00012687048],"genre_scores_gemma":[0.9851094,0.000062741674,0.013742055,0.00033534435,0.00005912368,0.00004560689,0.00019418343,0.000016688178,0.00043487034],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947524,0.000014001164,0.00013063096,0.0002107243,0.00007893991,0.00009047002],"domain_scores_gemma":[0.99974966,0.000044932272,0.000013313298,0.0001186986,0.000008005471,0.000065405504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000068830166,0.0000725808,0.00008486921,0.000059120117,0.000027451879,0.000014760066,0.000016958287,0.00006363886,0.00005098799],"category_scores_gemma":[0.00001641075,0.00006537322,0.000011797324,0.00010572204,0.000030188967,0.000079515026,0.0000139362055,0.000093098155,0.0000122831025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015547241,0.0002496762,0.0036419302,0.000059055415,0.000009252783,0.000030505242,0.0002823475,0.1147121,0.80139846,0.0023540077,0.009200599,0.06790657],"study_design_scores_gemma":[0.00063011685,0.0001814671,0.0682454,0.000078193356,0.000032762026,0.000019129397,0.000025290143,0.89880764,0.00273917,0.0018376248,0.02724617,0.0001570315],"about_ca_topic_score_codex":0.000014222886,"about_ca_topic_score_gemma":0.000006416425,"teacher_disagreement_score":0.7986593,"about_ca_system_score_codex":0.00006384746,"about_ca_system_score_gemma":0.000019256768,"threshold_uncertainty_score":0.26658425},"labels":[],"label_agreement":null},{"id":"W4391722620","doi":"10.1016/j.brs.2024.02.005","title":"Reduction of alpha-synuclein oligomers in preclinical models of Parkinson’s disease by electrical stimulation in vitro and deep brain stimulation in vivo","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; Ontario Brain Institute; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Toronto Western Hospital","funders":"Parkinson Canada; Krembil Foundation; Parkinson Society Canada","keywords":"Deep brain stimulation; Parkinson's disease; Stimulation; Alpha-synuclein; In vivo; Neuroscience; In vitro; Alpha (finance); Brain stimulation; Medicine; Disease; Chemistry; Psychology; Biology; Pathology; Biochemistry","score_opus":0.029897782795589318,"score_gpt":0.32116758118652394,"score_spread":0.29126979839093464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391722620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946816,0.0010422646,0.0018518135,0.001212842,0.00005640018,0.0010223151,0.000025983902,0.00003716878,0.00006962707],"genre_scores_gemma":[0.9990346,0.00008763946,0.0004424955,0.00014024405,0.000024907751,0.00004002145,0.0001631778,0.000025950492,0.00004096858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978978,0.00022356147,0.0008030532,0.00051384297,0.0003263261,0.00023541314],"domain_scores_gemma":[0.9988181,0.0007366189,0.00012636722,0.00016639695,0.000040834515,0.000111656096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004087995,0.00019464329,0.00043120072,0.0005306271,0.000019081997,0.000013805477,0.000043035947,0.00018782892,0.000031100975],"category_scores_gemma":[0.0005227486,0.00018565415,0.00008137156,0.0007645147,0.00007200423,0.00029521383,0.000025171328,0.00022407103,0.0000012177464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01135312,0.0028976453,0.3535404,0.000482209,0.00007432267,0.00009469976,0.0011573494,0.4248664,0.115922436,0.000673847,0.00038176688,0.08855579],"study_design_scores_gemma":[0.0028220182,0.0003176082,0.35784316,0.00011057115,0.000038174298,0.0000012447773,0.000012625019,0.6318534,0.0006410635,0.0062403344,0.00002467667,0.00009514195],"about_ca_topic_score_codex":0.00015917809,"about_ca_topic_score_gemma":0.000030883803,"teacher_disagreement_score":0.20698696,"about_ca_system_score_codex":0.00014302127,"about_ca_system_score_gemma":0.000062429084,"threshold_uncertainty_score":0.75707567},"labels":[],"label_agreement":null},{"id":"W4392117836","doi":"10.1016/j.brs.2024.02.007","title":"Bilateral theta burst stimulation modulates dorsolateral prefrontal cortex functional connectivity for emotion regulation in young adults: A randomized controlled trial","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National College Students Innovation and Entrepreneurship Training Program; National Natural Science Foundation of China","keywords":"Dorsolateral prefrontal cortex; Prefrontal cortex; Stimulation; Psychology; Neuroscience; Functional connectivity; Randomized controlled trial; Medicine; Cognition; Internal medicine","score_opus":0.024323089578453447,"score_gpt":0.2670435163431938,"score_spread":0.24272042676474034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392117836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7778918,0.00019340598,0.050643552,0.109879,0.010860486,0.04798938,0.0006861006,0.0010297337,0.0008265504],"genre_scores_gemma":[0.9741825,0.000010372438,0.0003013572,0.010376581,0.0045106867,0.0034910026,0.0022968212,0.00021672127,0.0046139867],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99075884,0.0018072063,0.0027120642,0.0021266458,0.0017176854,0.000877589],"domain_scores_gemma":[0.9872928,0.010315552,0.0011798091,0.000575025,0.0005440814,0.00009268358],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020377287,0.001183577,0.002938918,0.0013247514,0.00044281007,0.00051510095,0.00029395346,0.0013802078,0.00026901293],"category_scores_gemma":[0.005481431,0.0010343057,0.0013386039,0.0007419039,0.00035350805,0.00091694307,0.000089401205,0.0012649178,0.00007117189],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8982525,0.00024414933,0.00013036787,0.0003326782,0.00020872682,0.00002479087,0.0010416142,0.08041327,0.006314545,0.00042015745,0.0121502755,0.00046693964],"study_design_scores_gemma":[0.5016163,0.0003881565,0.014017432,0.0002793974,0.00036923596,0.000013851077,0.000008851878,0.4730105,0.00002935641,0.009097126,0.0005457376,0.00062405627],"about_ca_topic_score_codex":0.00025612343,"about_ca_topic_score_gemma":0.0001208449,"teacher_disagreement_score":0.3966362,"about_ca_system_score_codex":0.00059936405,"about_ca_system_score_gemma":0.00017962897,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W4392343365","doi":"10.1016/j.brs.2024.03.001","title":"Effects of different sonication parameters of theta burst transcranial ultrasound stimulation on human motor cortex","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Sonication; Motor cortex; Neuroscience; Transcranial magnetic stimulation; Stimulation; Transcranial alternating current stimulation; Psychology; Chemistry; Chromatography","score_opus":0.03764494021464828,"score_gpt":0.3119974743798726,"score_spread":0.2743525341652243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392343365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98519933,0.00010844549,0.01193948,0.00026280072,0.0004442106,0.0014023605,0.000058629088,0.00019154875,0.0003931671],"genre_scores_gemma":[0.9993164,0.000019309513,0.00024457704,0.00007114241,0.00007836153,0.000047254664,0.000028601273,0.00004585999,0.00014849503],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99748147,0.00027505384,0.00071899634,0.0005876328,0.00069225446,0.00024459948],"domain_scores_gemma":[0.99328196,0.00603203,0.00021787024,0.0003192098,0.00008361962,0.00006528354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019152301,0.00029871208,0.00041086163,0.00034279726,0.00014864634,0.000052198568,0.00019529888,0.00013235986,0.000059407233],"category_scores_gemma":[0.00081012637,0.00026926948,0.00022145454,0.0004889037,0.00023509863,0.00020683349,0.000016255473,0.00016293736,0.000017090477],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030437912,0.00028004244,0.00063155586,0.00034283483,0.000029390812,0.0000025402712,0.00092865597,0.009597048,0.9764606,0.007967957,0.00002753008,0.003427485],"study_design_scores_gemma":[0.0026582784,0.0014301703,0.77738726,0.00037771606,0.00019817745,0.0000029920084,0.00002027193,0.06389953,0.1480476,0.005594666,0.000048743925,0.0003345849],"about_ca_topic_score_codex":0.000034219855,"about_ca_topic_score_gemma":0.000005954232,"teacher_disagreement_score":0.828413,"about_ca_system_score_codex":0.00007248401,"about_ca_system_score_gemma":0.000028384624,"threshold_uncertainty_score":0.999976},"labels":[],"label_agreement":null},{"id":"W4392343517","doi":"10.1016/j.brs.2024.02.018","title":"Accelerated 1 Hz dorsomedial prefrontal transcranial magnetic stimulation for generalized anxiety disorder in adolescents and young adults: A case series","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Generalized anxiety disorder; Anxiety; Psychology; Prefrontal cortex; Medicine; Stimulation; Neuroscience; Audiology; Psychiatry; Cognition","score_opus":0.02694960111527804,"score_gpt":0.27515100312286656,"score_spread":0.2482014020075885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392343517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158076,0.0010020249,0.003811848,0.06595489,0.003078608,0.008486916,0.001182256,0.00058826606,0.00008756789],"genre_scores_gemma":[0.97360164,0.00009946468,0.0008569228,0.021227324,0.0019442163,0.0006094947,0.0005515518,0.00021050453,0.0008988668],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9955133,0.00033168434,0.0011077762,0.0015957659,0.0007019495,0.00074948126],"domain_scores_gemma":[0.99870896,0.0004548661,0.00022582205,0.0003503283,0.00015662024,0.00010338724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023043428,0.0008396161,0.0007827218,0.0006084229,0.00033626682,0.00032862942,0.00021534429,0.00091087574,0.000115105024],"category_scores_gemma":[0.00044810187,0.000864425,0.00022243946,0.0007331212,0.00027757985,0.00057966996,0.00007315443,0.0009364047,0.000024232977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.051443283,0.0027151713,0.064527586,0.033025954,0.00045490052,0.015804505,0.06874876,0.0912968,0.18436955,0.00059228484,0.21652009,0.27050114],"study_design_scores_gemma":[0.059215933,0.0030536673,0.11888423,0.0027610026,0.0012523126,0.0031775148,0.00032135408,0.7086537,0.00028006054,0.0029598423,0.094714426,0.0047259848],"about_ca_topic_score_codex":0.00045820506,"about_ca_topic_score_gemma":0.0010989831,"teacher_disagreement_score":0.6173569,"about_ca_system_score_codex":0.00016624671,"about_ca_system_score_gemma":0.000092071736,"threshold_uncertainty_score":0.99938065},"labels":[],"label_agreement":null},{"id":"W4392674086","doi":"10.1016/j.brs.2024.03.009","title":"Bilateral intracortical inhibition during unilateral motor preparation and sequence learning","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"H2020 European Research Council; Fonds de recherche du Québec – Nature et technologies; European Research Council","keywords":"Motor learning; Transcranial magnetic stimulation; Sequence learning; Neuroscience; Psychology; Sequence (biology); Finger tapping; Motor cortex; Serial reaction time; Physical medicine and rehabilitation; Stimulation; Audiology; Medicine; Chemistry; Biochemistry","score_opus":0.03433203988188283,"score_gpt":0.3132773502017952,"score_spread":0.2789453103199124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392674086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927435,0.00005154388,0.0049457876,0.0009112794,0.00022534572,0.0003626353,0.000007200367,0.0004628491,0.000289896],"genre_scores_gemma":[0.9987366,0.000015283718,0.0003389349,0.00010968671,0.00015555999,0.00002373881,0.0000104245355,0.000022503937,0.0005872661],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862397,0.00013648173,0.00029833466,0.0004742983,0.00025628257,0.00021065162],"domain_scores_gemma":[0.99928194,0.00049553905,0.000039140818,0.00008817336,0.000033170985,0.00006203934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333527,0.000154855,0.000123884,0.00016688569,0.00025596505,0.00023170287,0.000035339825,0.00007579955,0.00007271839],"category_scores_gemma":[0.00046493724,0.00015110594,0.000037238908,0.00029951116,0.000112205555,0.0006128004,0.0000359243,0.00018055484,0.000051564897],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001327075,0.000013327068,0.0018359249,0.000065534514,0.0000035451205,0.000032134398,0.0011981719,0.017173285,0.97416496,0.0026177724,0.000010789033,0.0027518268],"study_design_scores_gemma":[0.00079501444,0.00027580408,0.2895471,0.00013598741,0.000024540985,0.000087101245,0.000019089406,0.687398,0.018476205,0.0024892783,0.0004661551,0.00028574126],"about_ca_topic_score_codex":0.000010050836,"about_ca_topic_score_gemma":0.000002526681,"teacher_disagreement_score":0.9556888,"about_ca_system_score_codex":0.0000586328,"about_ca_system_score_gemma":0.000019017656,"threshold_uncertainty_score":0.61619216},"labels":[],"label_agreement":null},{"id":"W4393371096","doi":"10.1016/j.brs.2024.03.018","title":"Clinical outcomes in adolescents undergoing sequential bilateral 1 Hz/20 Hz transcranial magnetic stimulation for treatment resistant depression","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health","keywords":"Transcranial magnetic stimulation; Depression (economics); Treatment-resistant depression; Medicine; Deep transcranial magnetic stimulation; Stimulation; Audiology; Anesthesia; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Major depressive disorder; Mood","score_opus":0.08639848072848888,"score_gpt":0.36464332363897944,"score_spread":0.27824484291049056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393371096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64160603,0.0012913079,0.032746103,0.28561828,0.013765765,0.020076308,0.0023414956,0.001868531,0.0006861902],"genre_scores_gemma":[0.95481247,0.000050477942,0.00097068935,0.038645737,0.0024320146,0.0003365084,0.00041872685,0.000244199,0.0020891882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929035,0.0008642364,0.00215858,0.0020721462,0.0010729142,0.0009286325],"domain_scores_gemma":[0.99461734,0.004059115,0.00042840294,0.00064527354,0.00011983045,0.00013005217],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048952544,0.001011559,0.0013286148,0.000812584,0.00033713976,0.0003055487,0.0003795845,0.0012185074,0.00011034588],"category_scores_gemma":[0.0009756131,0.000907682,0.0008241337,0.0005681057,0.00022412711,0.0003208554,0.0000774275,0.00082180556,0.00009949908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0227046,0.004491345,0.33615685,0.008631495,0.0006990863,0.0029117018,0.005919636,0.22062358,0.15838738,0.00042830192,0.1515818,0.08746423],"study_design_scores_gemma":[0.04558037,0.0056032855,0.6181266,0.0040918416,0.0016898904,0.00003238223,0.00003244811,0.21728373,0.00046731238,0.006910617,0.096607044,0.0035745406],"about_ca_topic_score_codex":0.00011867696,"about_ca_topic_score_gemma":0.00036437233,"teacher_disagreement_score":0.31320643,"about_ca_system_score_codex":0.00054959935,"about_ca_system_score_gemma":0.00025605538,"threshold_uncertainty_score":0.9993374},"labels":[],"label_agreement":null},{"id":"W4394794409","doi":"10.1016/j.brs.2024.04.005","title":"The effect of transcranial ultrasound pulse repetition frequency on sustained inhibition in the human primary motor cortex: A double-blind, sham-controlled study","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Hotchkiss Brain Institute; Université de Montréal; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Cumming School of Medicine, University of Calgary; Alberta Innovates; Canada Foundation for Innovation","keywords":"Transcranial magnetic stimulation; Transcranial direct-current stimulation; Primary motor cortex; Motor cortex; Neuronavigation; Transcranial alternating current stimulation; Medicine; Magnetic resonance imaging; Pulse repetition frequency; Neuroscience; Brain stimulation; Stimulation; Neuroplasticity; Transcranial Doppler; Psychology; Internal medicine; Radiology","score_opus":0.026647807169634313,"score_gpt":0.3151981785216626,"score_spread":0.28855037135202827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394794409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885933,0.0000937364,0.00046262334,0.0010934272,0.0003107983,0.0073092435,0.000027625201,0.0001506204,0.0019586496],"genre_scores_gemma":[0.9987751,0.000007330914,0.000008865749,0.00016289012,0.00018982195,0.00066420936,0.000029567842,0.00003571712,0.00012644476],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99593085,0.0013267403,0.0008735825,0.00061531144,0.00093105115,0.00032243997],"domain_scores_gemma":[0.9892153,0.01008545,0.00016815761,0.0004172187,0.00007713053,0.000036713413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021102158,0.0003210346,0.00043705167,0.0003220959,0.00054882787,0.0002358102,0.00021147954,0.00010718958,0.00004919818],"category_scores_gemma":[0.0010886559,0.00019621075,0.00021826243,0.0009675102,0.00020460025,0.0002814498,0.000015880085,0.0003468081,0.000015401003],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02698386,0.0005393662,0.0017345271,0.00016069869,0.000046596273,0.0000915862,0.0051958,0.0026209797,0.9514599,0.009576262,0.00005560398,0.0015348402],"study_design_scores_gemma":[0.17864786,0.014256171,0.7841839,0.00040757252,0.00049327646,0.00004395462,0.001095181,0.009114209,0.0044877706,0.006412386,0.000080915306,0.0007767651],"about_ca_topic_score_codex":0.00010119931,"about_ca_topic_score_gemma":0.00012880578,"teacher_disagreement_score":0.94697213,"about_ca_system_score_codex":0.00013491769,"about_ca_system_score_gemma":0.00004786995,"threshold_uncertainty_score":0.8001242},"labels":[],"label_agreement":null},{"id":"W4394934952","doi":"10.1016/j.brs.2024.04.010","title":"Depressive symptom trajectories with prolonged rTMS treatment","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Institute of Psychology, Chinese Academy of Sciences; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Depressive symptoms; Psychology; Physical medicine and rehabilitation; Clinical psychology; Medicine; Psychiatry; Cognition","score_opus":0.03460364719049611,"score_gpt":0.2949990597821781,"score_spread":0.260395412591682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394934952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978861,0.00036682046,0.014322233,0.0015917446,0.00037729822,0.0009751052,0.000033566754,0.00071220513,0.0027600713],"genre_scores_gemma":[0.99809176,0.000011350784,0.00038549936,0.00013724357,0.00015914465,0.00012318589,0.0000079246975,0.000032768367,0.0010511318],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99869204,0.00009142626,0.00019359449,0.00049452006,0.0003089757,0.0002194648],"domain_scores_gemma":[0.9984638,0.0012213723,0.000038605143,0.00018213798,0.00004035664,0.000053733853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053824995,0.00020645768,0.00017168117,0.00012146049,0.00018962167,0.00013352121,0.00007422052,0.000054183907,0.00009692456],"category_scores_gemma":[0.00019838223,0.00014915418,0.000054551765,0.00043543443,0.000118217125,0.0002412742,0.000012077187,0.000069202266,0.000078266436],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015542846,0.00044630448,0.021491151,0.00019993166,0.00019628585,0.0003415891,0.019779025,0.13663428,0.6646906,0.021794107,0.00087007583,0.13200234],"study_design_scores_gemma":[0.00829896,0.003929738,0.6659317,0.00035878218,0.00038557395,0.00011856789,0.00019817703,0.22907734,0.063972354,0.0042273942,0.022189226,0.001312175],"about_ca_topic_score_codex":0.00002736718,"about_ca_topic_score_gemma":0.00002227717,"teacher_disagreement_score":0.64444053,"about_ca_system_score_codex":0.00007754758,"about_ca_system_score_gemma":0.000056479377,"threshold_uncertainty_score":0.6082331},"labels":[],"label_agreement":null},{"id":"W4395698144","doi":"10.1016/j.brs.2024.02.008","title":"Concerns about efficacy of deep brain stimulation (DBS) in centromedian-parafascicular thalamic complex for rapid onset dystonia-parkinsonism (DYT12-ATP1A3)","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Dystonia; Parkinsonism; Medicine; Neuroscience; Neuromodulation; Stimulation; Psychology; Parkinson's disease; Internal medicine","score_opus":0.04152402659187041,"score_gpt":0.32392863827286456,"score_spread":0.2824046116809941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395698144","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48114493,0.0020799008,0.004804978,0.4994922,0.001187561,0.009290912,0.0011367995,0.0003617458,0.000500973],"genre_scores_gemma":[0.8402359,0.00004922894,0.00096845464,0.1434922,0.0010115962,0.00019927208,0.013180035,0.00016801365,0.0006952907],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996072,0.00030490427,0.0010939342,0.001083286,0.000742089,0.0007038066],"domain_scores_gemma":[0.9962861,0.0023580135,0.0004709386,0.0006096421,0.00014790025,0.00012743581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036385187,0.0006732004,0.0012473023,0.0006116885,0.00010374241,0.00006124502,0.00021489915,0.0010046544,0.00035711392],"category_scores_gemma":[0.00066814385,0.0006010701,0.00052262587,0.0004862181,0.00019362831,0.000107968735,0.00007189231,0.0009283935,0.00007649303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026473245,0.0016920526,0.02130116,0.0033053004,0.0012092928,0.0019018421,0.0013019838,0.019190881,0.002580964,0.00033062638,0.9093703,0.035168298],"study_design_scores_gemma":[0.023289014,0.0021889254,0.4439226,0.00097597425,0.0010794986,0.000042230833,0.000024751702,0.19615902,0.000104982035,0.0061382176,0.32502183,0.0010529276],"about_ca_topic_score_codex":0.0000635768,"about_ca_topic_score_gemma":0.000025168312,"teacher_disagreement_score":0.58434844,"about_ca_system_score_codex":0.00029255758,"about_ca_system_score_gemma":0.00014367522,"threshold_uncertainty_score":0.99964404},"labels":[],"label_agreement":null},{"id":"W4395701715","doi":"10.1016/j.brs.2023.12.004","title":"A phenomenological model of deep brain stimulation induced finely tuned gamma oscillations in the subthalamic nucleus","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Ontario Brain Institute; University Health Network; Canada Research Chairs","funders":"Natural Sciences and Engineering Research Council of Canada; Alexander von Humboldt-Stiftung","keywords":"Subthalamic nucleus; Deep brain stimulation; Neuroscience; Phenomenological model; Stimulation; Physics; Nucleus; Psychology; Medicine; Parkinson's disease; Condensed matter physics; Pathology; Disease","score_opus":0.07036749728047327,"score_gpt":0.307907390901298,"score_spread":0.23753989362082473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395701715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5859373,0.00012532635,0.0014300286,0.40859687,0.00011603556,0.0017486437,0.00007803285,0.00011131319,0.0018564427],"genre_scores_gemma":[0.8273106,0.000006307077,0.00034538485,0.17032917,0.0002722912,0.00008268184,0.0011667004,0.000053106665,0.0004337051],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973156,0.00028057568,0.00072723825,0.00066677225,0.0006184632,0.00039138],"domain_scores_gemma":[0.9979632,0.0011375077,0.00025282172,0.0005074419,0.00009425966,0.000044759327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030014513,0.00042088467,0.0006247813,0.00042188825,0.000086341075,0.000048213173,0.00019314686,0.0008541476,0.0001231728],"category_scores_gemma":[0.0005463883,0.00028804672,0.00024228748,0.00062113005,0.00009117831,0.00009417529,0.000066781315,0.0011929821,0.00005507408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022317977,0.0033972922,0.019364482,0.0019528639,0.0010312272,0.002481041,0.010189498,0.42678353,0.017595792,0.004557964,0.47698745,0.033427045],"study_design_scores_gemma":[0.0043951888,0.0012875109,0.0731287,0.00020011717,0.00042549171,0.000021191407,0.0000711359,0.861604,0.000013933882,0.055267457,0.0030920226,0.0004932435],"about_ca_topic_score_codex":0.0000383011,"about_ca_topic_score_gemma":0.000022656584,"teacher_disagreement_score":0.47389543,"about_ca_system_score_codex":0.00013355438,"about_ca_system_score_gemma":0.00008510727,"threshold_uncertainty_score":0.99995714},"labels":[],"label_agreement":null},{"id":"W4396834936","doi":"10.1016/j.brs.2024.05.004","title":"Thresholds and mechanisms of human magnetophosphene perception induced by low frequency sinusoidal magnetic fields","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research; Hydro-Québec; Lawson Health Research Institute","keywords":"Phosphene; Transcranial alternating current stimulation; Neuromodulation; Perception; Transcranial magnetic stimulation; Sensation; Stimulation; Neuroscience; Audiology; Psychology; Visual perception; Electroencephalography; Brain stimulation; Physics; Medicine","score_opus":0.006949252098353592,"score_gpt":0.2482415785286019,"score_spread":0.2412923264302483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396834936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916301,0.00084931735,0.0062803673,0.00034421537,0.00006604577,0.00020959305,0.000009563538,0.000024059385,0.0005867449],"genre_scores_gemma":[0.9985046,0.000027409473,0.00053770223,0.00025504324,0.00008566942,0.0000121895555,0.00017804958,0.00001206844,0.00038731596],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992206,0.000050162478,0.00017772491,0.00030163015,0.00009871814,0.00015113965],"domain_scores_gemma":[0.99972117,0.000036010908,0.000031361178,0.00013469542,0.000032659653,0.000044081433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014037511,0.00012878228,0.00011503318,0.000029576508,0.00004902186,0.000029287026,0.00006727179,0.00030011623,0.00014277009],"category_scores_gemma":[0.00004561032,0.00010983372,0.000049362938,0.000080194906,0.000043628588,0.0000058341307,0.00003991102,0.00009906633,0.000002848549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001899277,0.000027736021,0.00013077747,0.00005445882,0.0000073376395,0.0000014781317,0.000024284293,0.000008527239,0.9812877,0.0016781315,0.0007324701,0.016028108],"study_design_scores_gemma":[0.002305164,0.04736521,0.08792622,0.00031903276,0.00010880975,0.00004309727,0.000084830295,0.012146105,0.7756301,0.072558954,0.00031164335,0.0012007911],"about_ca_topic_score_codex":0.00005458804,"about_ca_topic_score_gemma":0.00001621378,"teacher_disagreement_score":0.20565756,"about_ca_system_score_codex":0.000007584593,"about_ca_system_score_gemma":0.000016774311,"threshold_uncertainty_score":0.44788894},"labels":[],"label_agreement":null},{"id":"W4399303807","doi":"10.1016/j.brs.2024.06.001","title":"Divergent roles of early visual cortex and inferior frontal junction in visual working memory","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Science and Technology Planning Project of Guangdong Province; Sun Yat-sen University; National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Working memory; Neuroscience; Recall; Prefrontal cortex; Psychology; Visual cortex; Visual memory; Cognitive psychology; Cognition","score_opus":0.08344652892319253,"score_gpt":0.37895160768612085,"score_spread":0.2955050787629283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399303807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998675,0.00014647358,0.00009443338,0.00019201901,0.0005551813,0.00016596337,0.0000022060344,0.000055118617,0.00011361958],"genre_scores_gemma":[0.999628,0.000011043621,0.000011599183,0.00008989806,0.00006192263,0.0000070499746,0.000002402891,0.000008069432,0.00018002791],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992014,0.00006409045,0.00019249064,0.00028212642,0.00014169634,0.00011819592],"domain_scores_gemma":[0.99973965,0.00014375623,0.00004050098,0.00004224774,0.000010271738,0.000023598377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094972216,0.00009370578,0.00011946483,0.0001344996,0.00006371682,0.000028514014,0.000033611173,0.000051234256,0.000022938859],"category_scores_gemma":[0.00005470355,0.000081617225,0.000029899367,0.00020920992,0.00008882734,0.00018093687,0.00005437124,0.000100445446,0.000011840081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012404303,0.000078065124,0.19448471,0.000015816195,0.0000032354244,0.000023798339,0.0007312107,0.0001137654,0.7382037,0.000044958215,0.00007225933,0.06610441],"study_design_scores_gemma":[0.00035710767,0.00025072772,0.9772826,0.000064409454,0.000012534301,0.000005355602,0.0000750549,0.005570711,0.016024321,0.00015911384,0.00009711044,0.000100993544],"about_ca_topic_score_codex":0.000048870235,"about_ca_topic_score_gemma":0.00007777442,"teacher_disagreement_score":0.7827979,"about_ca_system_score_codex":0.000022065718,"about_ca_system_score_gemma":0.0000078670255,"threshold_uncertainty_score":0.3328254},"labels":[],"label_agreement":null},{"id":"W4399361299","doi":"10.1016/j.brs.2024.06.003","title":"Recommendation for the use and development of non-invasive brain stimulation— insights from a trans-European participatory stakeholder study","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Studienstiftung des Deutschen Volkes; Bundesministerium für Bildung und Forschung; International Max Planck Research School for Environmental, Cellular and Molecular Microbiology; Deutsche Forschungsgemeinschaft; Universitätsmedizin Göttingen; University of Ottawa","keywords":"Transcranial magnetic stimulation; Transcranial direct-current stimulation; Brain stimulation; Stimulation; Psychology; Scopus; Neuroscience; Biology; MEDLINE","score_opus":0.29234577010871887,"score_gpt":0.33584353513662724,"score_spread":0.043497765027908364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399361299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6361808,0.00018430284,0.17577009,0.17431985,0.0016183459,0.010582006,0.0008752816,0.00034220854,0.0001271058],"genre_scores_gemma":[0.93961775,0.000007762045,0.0019752306,0.056603484,0.00068728236,0.000323026,0.00040617932,0.0001404352,0.00023884088],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592257,0.0007930896,0.0011947436,0.0010922473,0.0006494076,0.00034791703],"domain_scores_gemma":[0.98239887,0.016429938,0.00043017298,0.00046078645,0.000219265,0.000060979302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004779742,0.00054068264,0.0005470828,0.00032636026,0.00053486397,0.00026584422,0.00026685538,0.00024040861,0.00009878701],"category_scores_gemma":[0.0016403771,0.0004381479,0.00012199203,0.00036995707,0.00019561803,0.0003707337,0.00009366567,0.00054861326,0.000024596944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014623851,0.0011979725,0.0041605663,0.0015133753,0.0014166092,0.00014934817,0.18754403,0.09062481,0.11091613,0.00010108415,0.4874703,0.11344338],"study_design_scores_gemma":[0.009364917,0.00089308014,0.36057067,0.00046268778,0.0010259117,0.0000030587048,0.00087910594,0.10445038,0.0014785862,0.00071836414,0.51860994,0.0015432896],"about_ca_topic_score_codex":0.000053009673,"about_ca_topic_score_gemma":0.0001455924,"teacher_disagreement_score":0.35641012,"about_ca_system_score_codex":0.00009269485,"about_ca_system_score_gemma":0.00015590718,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W4399709050","doi":"10.1016/j.brs.2024.06.005","title":"A systematic review of preclinical and clinical transcranial ultrasound neuromodulation and opportunities for functional connectomics","year":2024,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Campus Alberta Neuroscience","keywords":"Connectomics; Neuromodulation; Medicine; Neuroscience; Connectome; Functional connectivity; Psychology; Central nervous system","score_opus":0.14529500301823825,"score_gpt":0.3700226566539632,"score_spread":0.22472765363572497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399709050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008171625,0.98809683,0.008431755,0.00007086494,0.0002176405,0.002653241,0.000296028,0.00011140089,0.000040508352],"genre_scores_gemma":[0.00054881,0.9978541,0.00025755903,0.000075592005,0.00020430818,0.00031094407,0.0006242117,0.00006607407,0.00005837556],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979335,0.00014312746,0.0014000587,0.00028796316,0.00012808622,0.00010722937],"domain_scores_gemma":[0.99484074,0.004615877,0.00020501939,0.00020028799,0.000069234135,0.00006882556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076557446,0.00026827882,0.0014700019,0.00009887051,0.000045571047,0.000041944913,0.000064380714,0.000260927,0.000009023182],"category_scores_gemma":[0.00057817483,0.00022331042,0.0003474177,0.00009905381,0.00007781121,0.000079360136,0.0000094427,0.00019661624,0.0000025198435],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004151533,0.000018266092,9.647835e-7,0.9550046,0.00028811497,3.3750328e-7,0.000019420619,0.000029458037,0.0000021304054,0.0013129994,0.00037190912,0.042947665],"study_design_scores_gemma":[0.0007331274,0.0002090453,0.00006737576,0.77331305,0.018328149,0.00017766899,0.000018803055,0.02920591,1.5696106e-7,0.0009722906,0.17623372,0.0007406874],"about_ca_topic_score_codex":5.2933535e-7,"about_ca_topic_score_gemma":0.0000015942242,"teacher_disagreement_score":0.18169151,"about_ca_system_score_codex":0.000023227092,"about_ca_system_score_gemma":0.00006590089,"threshold_uncertainty_score":0.91063344},"labels":[],"label_agreement":null},{"id":"W4399761140","doi":"10.1016/j.brs.2024.06.006","title":"Treatment expectations and clinical outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Deep transcranial magnetic stimulation; Medicine; Physical medicine and rehabilitation; Stimulation; Psychology; Psychiatry; Internal medicine","score_opus":0.06502144139724864,"score_gpt":0.38226564767418986,"score_spread":0.3172442062769412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399761140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96306866,0.0007641888,0.030557057,0.0012743052,0.0008798872,0.0024011645,0.00016398887,0.00045622647,0.0004345243],"genre_scores_gemma":[0.9957961,0.00004329586,0.0025994407,0.000084536834,0.00017571746,0.00029539713,0.000050513536,0.000057177596,0.00089786266],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974746,0.00023366549,0.00071138365,0.00094243156,0.00031794232,0.00031998937],"domain_scores_gemma":[0.9924549,0.0070397356,0.00008683665,0.00024412948,0.000052922398,0.0001215075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001517595,0.00036898124,0.00045701824,0.00023488158,0.0004668057,0.00019132336,0.000072766554,0.00014318948,0.000054820135],"category_scores_gemma":[0.0008188177,0.00029836188,0.00042655203,0.00030663828,0.00011828373,0.00033590972,0.000013957353,0.000057662728,0.000023806564],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032389516,0.0016914121,0.12947354,0.00018069048,0.0004983895,0.0001707136,0.015773142,0.01100801,0.2323598,0.009641788,0.00014955318,0.595814],"study_design_scores_gemma":[0.013631123,0.0043648244,0.7418007,0.00012651608,0.0009024578,0.000008905628,0.0003351232,0.23230952,0.001181514,0.0023393466,0.0023655358,0.00063438655],"about_ca_topic_score_codex":0.000057882353,"about_ca_topic_score_gemma":0.000070172464,"teacher_disagreement_score":0.6123272,"about_ca_system_score_codex":0.00017066862,"about_ca_system_score_gemma":0.00007322983,"threshold_uncertainty_score":0.99994683},"labels":[],"label_agreement":null},{"id":"W4400620926","doi":"10.1016/j.brs.2024.07.006","title":"Enhancement of temporal processing via transcutaneous vagus nerve stimulation","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Research on Brain Language and Music; International Laboratory for Brain, Music and Sound Research","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Vagus nerve stimulation; Vagus nerve; Stimulation; Medicine; Neuroscience; Anesthesia; Psychology","score_opus":0.05679986005637644,"score_gpt":0.34214940880115624,"score_spread":0.2853495487447798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400620926","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09616779,0.0013088017,0.26782975,0.61311615,0.0032333012,0.009326736,0.0006078203,0.0017087599,0.0067009],"genre_scores_gemma":[0.94427454,0.00000506264,0.0010523653,0.04573182,0.0014942633,0.00009115142,0.0007537911,0.00020868272,0.0063883276],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99358344,0.0005823434,0.0013634146,0.0014557517,0.0022563909,0.0007586774],"domain_scores_gemma":[0.9968088,0.0013948841,0.00063539913,0.00070966425,0.00033953428,0.00011171147],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058550737,0.0006599617,0.0007124213,0.0009509388,0.00025046236,0.0002523108,0.00055657973,0.00091328076,0.0006486109],"category_scores_gemma":[0.00071928446,0.0006591727,0.00034740506,0.001265762,0.00023574014,0.00043883602,0.00012246767,0.0016768881,0.00030211822],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046326348,0.0003289603,0.00037705054,0.005180467,0.00009916936,0.0016092152,0.0015363406,0.17277007,0.38047665,0.00018128021,0.37621495,0.060762603],"study_design_scores_gemma":[0.0012401323,0.0005862045,0.00033108777,0.00078560354,0.00016941695,0.0001124042,0.0000074836767,0.85725605,0.047948115,0.0038920266,0.08659019,0.001081285],"about_ca_topic_score_codex":0.00010753913,"about_ca_topic_score_gemma":0.000007281846,"teacher_disagreement_score":0.84810674,"about_ca_system_score_codex":0.00034495417,"about_ca_system_score_gemma":0.00033214237,"threshold_uncertainty_score":0.9995859},"labels":[],"label_agreement":null},{"id":"W4401100202","doi":"10.1016/j.brs.2024.07.013","title":"Clinical recommendations for non-invasive ultrasound neuromodulation","year":2024,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuromodulation; Medicine; Ultrasound; Psychology; Radiology; Stimulation; Internal medicine","score_opus":0.09053986199185744,"score_gpt":0.39074982373281236,"score_spread":0.30020996174095493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401100202","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027353526,0.9384024,0.05415213,0.00020242775,0.0018869123,0.002989257,0.0006643972,0.0008041528,0.000870969],"genre_scores_gemma":[0.00037023122,0.9882784,0.0036925245,0.00006140103,0.0012201148,0.00080402475,0.00477555,0.00019150673,0.00060623616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821717,0.00006426056,0.0009253565,0.00044753036,0.00011496389,0.00023072571],"domain_scores_gemma":[0.99595785,0.003358127,0.00013512185,0.00039394016,0.00006766216,0.0000873239],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003005581,0.000380975,0.00077137316,0.00022265766,0.00013128307,0.00012983412,0.00018059014,0.0004114029,0.000050080253],"category_scores_gemma":[0.0002892943,0.0003561112,0.0005833361,0.00039928916,0.00003132043,0.00013684144,0.000016891037,0.00036241385,0.00037396754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013753784,0.00003176475,0.0000033550093,0.0057169017,0.00020613382,5.134093e-7,0.000064986496,0.0014384085,0.0000119483075,0.0006376379,0.05378193,0.93810505],"study_design_scores_gemma":[0.00014644649,0.000031037278,0.000024839306,0.0018365995,0.0008978982,0.000011498714,0.0000048337083,0.010543762,4.7824375e-7,0.00096193084,0.985189,0.00035166636],"about_ca_topic_score_codex":0.00000176599,"about_ca_topic_score_gemma":0.000009504532,"teacher_disagreement_score":0.9377534,"about_ca_system_score_codex":0.00011628836,"about_ca_system_score_gemma":0.000107331674,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W4402462549","doi":"10.1016/j.brs.2024.09.004","title":"Strategies to mitigate scalp discomfort during repetitive transcranial magnetic stimulation","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Transcranial magnetic stimulation; Scalp; Medicine; Physical medicine and rehabilitation; Stimulation; Neuroscience; Psychology; Surgery","score_opus":0.028146163945753498,"score_gpt":0.2887674392709158,"score_spread":0.2606212753251623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402462549","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2940322,0.00045690965,0.01906702,0.6584573,0.0046000998,0.007404357,0.0012701313,0.0025239396,0.012188065],"genre_scores_gemma":[0.88471216,0.000017534589,0.0006105953,0.103806116,0.0036050254,0.00027962177,0.00024910405,0.00029062023,0.0064292396],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99371064,0.00041506405,0.0012399667,0.0020758365,0.0015617292,0.0009967809],"domain_scores_gemma":[0.99710596,0.0015927185,0.00024379411,0.0007479651,0.00012694487,0.00018261548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025028765,0.0010229623,0.00085547334,0.0009236625,0.0005249915,0.00075987424,0.0005152241,0.00079914765,0.0006001953],"category_scores_gemma":[0.00043561318,0.001052068,0.00041579249,0.0012545298,0.00031163642,0.00064098055,0.00013539132,0.0014990999,0.0006707101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011367059,0.00019108497,0.00025207535,0.0021738065,0.00013050504,0.0019076943,0.0075319144,0.26053268,0.41938522,0.0027470572,0.2972866,0.0067246733],"study_design_scores_gemma":[0.0129428,0.0036484452,0.16923188,0.004019023,0.0020712302,0.00036075184,0.00054607884,0.11140566,0.008906848,0.030911395,0.6468695,0.009086383],"about_ca_topic_score_codex":0.0000731466,"about_ca_topic_score_gemma":0.000043641594,"teacher_disagreement_score":0.59067994,"about_ca_system_score_codex":0.0002638155,"about_ca_system_score_gemma":0.00017259471,"threshold_uncertainty_score":0.99919295},"labels":[],"label_agreement":null},{"id":"W4402943498","doi":"10.1016/j.brs.2024.09.012","title":"Tetra codes: A precise, concise notation system for scalp-based neuronavigation","year":2024,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institutes of Health; Chia Family Foundation; Canadian Institutes of Health Research; MagVenture; Fondation Brain Canada; Klarman Family Foundation; National Institute of Mental Health; Arrell Family Foundation; Ontario Brain Institute; Foundation for the National Institutes of Health","keywords":"Scalp; Notation; Tetra; Computer science; Programming language; Medicine; Mathematics; Biology; Arithmetic; Anatomy; Paleontology","score_opus":0.02490552501754463,"score_gpt":0.27104390948389057,"score_spread":0.24613838446634595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402943498","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015598958,0.0003488136,0.9401905,0.03263225,0.0043367706,0.0030065533,0.00036712547,0.0031786347,0.00034038024],"genre_scores_gemma":[0.931444,0.0000022511738,0.005400333,0.04958729,0.005967581,0.00040965827,0.006141721,0.0003975167,0.0006496517],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985139,0.00005820794,0.00045665586,0.00041604787,0.0002680515,0.0002871402],"domain_scores_gemma":[0.99830437,0.0012087635,0.00011237388,0.00023010834,0.00010579028,0.000038604358],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016738602,0.00033803436,0.00030726468,0.0001937938,0.00010495492,0.000099074176,0.000115470124,0.0004234849,0.0000052489986],"category_scores_gemma":[0.00011779461,0.00036842204,0.00014807333,0.00023040929,0.00002012191,0.00017019006,0.000012201851,0.0006328139,0.00004259471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016807688,0.0000027527115,0.0000029236967,0.003001691,0.000018526958,0.000024310119,0.000056553483,0.83922476,0.0031348455,0.000024406128,0.14788762,0.006604795],"study_design_scores_gemma":[0.0004935681,0.00005735664,0.000050657556,0.00085423887,0.000079125566,0.000006482,0.000006313904,0.909995,0.0034515392,0.0002032794,0.08445108,0.00035135468],"about_ca_topic_score_codex":0.0000010588643,"about_ca_topic_score_gemma":6.065748e-7,"teacher_disagreement_score":0.9347902,"about_ca_system_score_codex":0.00026484317,"about_ca_system_score_gemma":0.000033063046,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W4403416368","doi":"10.1016/j.brs.2024.10.006","title":"Deep brain stimulation mitigates memory deficits in a rodent model of traumatic brain injury","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto; Sunnybrook Hospital","funders":"Canadian Institutes of Health Research; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Canada Research Chairs","keywords":"Traumatic brain injury; Rodent model; Neuroscience; Brain stimulation; Stimulation; Psychology; Deep brain stimulation; Medicine; Internal medicine; Psychiatry","score_opus":0.040644603533751766,"score_gpt":0.3178338266372776,"score_spread":0.27718922310352584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403416368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804362,0.0005498903,0.011969054,0.005264614,0.00007501939,0.0009504758,0.000018450133,0.00012247862,0.00061382324],"genre_scores_gemma":[0.9965701,0.000009482342,0.0010529814,0.0016205901,0.00003157897,0.000044578097,0.00015802035,0.000036205583,0.00047645296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833363,0.00011147441,0.0005441972,0.0004107916,0.00035231598,0.0002475958],"domain_scores_gemma":[0.99880767,0.00074403366,0.000085710606,0.00022413005,0.0000497488,0.00008869201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029823164,0.00022048058,0.0003659544,0.00033977153,0.000041452997,0.000027759095,0.000061675084,0.0001553002,0.000115400435],"category_scores_gemma":[0.0005111555,0.00018970363,0.00013230853,0.00044659505,0.0000516396,0.00018266485,0.000029322946,0.00017836459,0.000028725011],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077986263,0.001070018,0.02375446,0.00080928794,0.00010612699,0.00008939091,0.0029429258,0.8506153,0.028207084,0.0019041108,0.001374449,0.08834694],"study_design_scores_gemma":[0.0017265463,0.00045454627,0.0983499,0.000250856,0.00006307212,0.000003346707,0.000059900238,0.8847933,0.00040733113,0.013738854,0.000013293124,0.00013908549],"about_ca_topic_score_codex":0.00005669749,"about_ca_topic_score_gemma":0.00005654778,"teacher_disagreement_score":0.088207856,"about_ca_system_score_codex":0.00008917842,"about_ca_system_score_gemma":0.00006398532,"threshold_uncertainty_score":0.77358896},"labels":[],"label_agreement":null},{"id":"W4404998206","doi":"10.1016/j.brs.2024.12.002","title":"Investigating the hypotensive effect of focused ultrasound neuromodulation and barbiturate-loaded nanodroplets in healthy and hypertensive rats","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Neuromodulation; Barbiturate; Medicine; Neuroscience; Anesthesia; Pharmacology; Psychology; Stimulation","score_opus":0.011944951486286597,"score_gpt":0.23330455419899604,"score_spread":0.22135960271270944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404998206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967237,0.0010757964,0.0006882684,0.0007569009,0.00008457661,0.00049280084,0.000008509856,0.00010774482,0.00006168413],"genre_scores_gemma":[0.99945515,0.000040218605,0.00021137456,0.00015610363,0.000050283143,0.00003040174,0.000024868315,0.000026254038,0.00000531254],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926084,0.000088842346,0.00022601118,0.00019245967,0.00010170545,0.00013016006],"domain_scores_gemma":[0.9977742,0.0019992506,0.000030540086,0.00011769667,0.00003544812,0.000042890482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019241992,0.00013570179,0.00017822038,0.000098627206,0.00008088037,0.000059350492,0.000037073016,0.00007137877,0.0000024323572],"category_scores_gemma":[0.00027079842,0.000102298574,0.000021889296,0.00028458438,0.00007425668,0.0001473528,0.000010302092,0.00014726106,0.0000023513292],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025587216,0.0000058225005,0.0038471203,0.00024915655,0.000027777658,0.0000029953574,0.0019474084,0.041010417,0.93750066,0.00046834548,0.0001322086,0.014782523],"study_design_scores_gemma":[0.0010082818,0.00026353862,0.2471522,0.00020335162,0.00006218022,0.000073550036,0.00010951727,0.73029786,0.018171096,0.0021134715,0.00026619027,0.00027875174],"about_ca_topic_score_codex":0.000038557984,"about_ca_topic_score_gemma":0.000021746397,"teacher_disagreement_score":0.9193295,"about_ca_system_score_codex":0.000023919105,"about_ca_system_score_gemma":0.000014255553,"threshold_uncertainty_score":0.4171615},"labels":[],"label_agreement":null},{"id":"W4405750907","doi":"10.1016/j.brs.2024.12.1474","title":"Effectiveness of sequential bilateral repetitive transcranial stimulation versus bilateral theta burst stimulation for patients with treatment-resistant depression (BEAT-D): A randomized non-inferiority clinical trial","year":2024,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; St. Michael's Hospital","funders":"Teijin Pharma","keywords":"Transcranial magnetic stimulation; Stimulation; Randomized controlled trial; Beat (acoustics); Medicine; Depression (economics); Anesthesia; Psychology; Audiology; Internal medicine; Physics","score_opus":0.0530085104339011,"score_gpt":0.36511947267057443,"score_spread":0.31211096223667334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405750907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268913,0.000038787322,0.05951594,0.00009741496,0.0023408344,0.010276068,0.000432712,0.00026757037,0.00013937819],"genre_scores_gemma":[0.99736685,0.00001114254,0.0010179132,0.000015206535,0.0004315768,0.0005233704,0.00045169672,0.00009658517,0.00008569076],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9938359,0.0017122302,0.0016001841,0.0013527117,0.0010096714,0.00048925384],"domain_scores_gemma":[0.98245007,0.015976945,0.00045321527,0.0004445691,0.00052936154,0.00014586719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017618367,0.00063162704,0.0013525762,0.0004041365,0.00037827875,0.00020710065,0.00019126426,0.00033762684,0.000057805228],"category_scores_gemma":[0.0022778255,0.00047336047,0.0007305317,0.00063262315,0.00047082387,0.00073116436,0.00003782316,0.0002193754,0.000009668913],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9109769,0.0008048828,0.004996661,0.00026505653,0.00024273041,0.0000088004535,0.00064674305,0.042436976,0.034908134,0.0005633083,0.000005761395,0.004144053],"study_design_scores_gemma":[0.61738026,0.007442799,0.17599443,0.00040823765,0.0008336107,0.0000011064452,0.0000076425185,0.1940738,0.0024298255,0.0008674068,0.000059577244,0.0005013151],"about_ca_topic_score_codex":0.00014148702,"about_ca_topic_score_gemma":0.000022253547,"teacher_disagreement_score":0.29359663,"about_ca_system_score_codex":0.00026254644,"about_ca_system_score_gemma":0.00021433616,"threshold_uncertainty_score":0.99977183},"labels":[],"label_agreement":null},{"id":"W4406268318","doi":"10.1016/j.brs.2024.12.1477","title":"The ENIGMA-Neuromodulation working group – A mission statement","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; U.S. Department of Health and Human Services; National Institutes of Health; National Institute of Mental Health and Neurosciences; Columbia University; Deutsche Forschungsgemeinschaft","keywords":"Neuromodulation; Statement (logic); Group (periodic table); Sacral nerve stimulation; Psychology; Neuroscience; Medicine; Physics; Political science; Surgery; Stimulation","score_opus":0.04181372946496488,"score_gpt":0.3247236250520182,"score_spread":0.2829098955870533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406268318","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003328946,0.0013016055,0.010804827,0.9413332,0.0021025832,0.0016866734,0.000022786327,0.00036759523,0.03905182],"genre_scores_gemma":[0.469891,0.0002733456,0.0008591589,0.46683526,0.008255742,0.00006622291,0.0025193188,0.00011400168,0.05118594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778205,0.0002112754,0.00056359166,0.00044319328,0.0006981811,0.00030170934],"domain_scores_gemma":[0.99743295,0.0015870727,0.0002920786,0.00047594268,0.00017102466,0.000040943025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004718433,0.00028773007,0.00045923248,0.00021775832,0.0006262787,0.00011373228,0.00003183903,0.00035190905,0.000009953584],"category_scores_gemma":[0.00057639176,0.00021105906,0.00025768013,0.0003197696,0.0000498053,0.000049819733,0.000073103736,0.0006045664,0.00002610881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009239752,0.000007306218,0.00074846036,0.00010719992,0.0001318638,0.000019655936,0.00015409189,0.000935281,0.00014370121,0.000042638367,0.9806865,0.016930923],"study_design_scores_gemma":[0.0007001134,0.000059457187,0.013172701,0.00048072694,0.00017297534,0.00002460843,0.000024304944,0.0035615093,0.000011089983,0.00024438192,0.9813664,0.00018175795],"about_ca_topic_score_codex":0.000021560947,"about_ca_topic_score_gemma":0.0000027380786,"teacher_disagreement_score":0.47449788,"about_ca_system_score_codex":0.00021756985,"about_ca_system_score_gemma":0.00008394391,"threshold_uncertainty_score":0.86067384},"labels":[],"label_agreement":null},{"id":"W4406299614","doi":"10.1016/j.brs.2025.01.006","title":"Reprogramming of updated neurostimulators in chronically implanted patients with Parkinson's disease: A double-blind randomized controlled trial","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Western Hospital; University of Toronto","funders":"University of Toronto; Temerty Faculty of Medicine, University of Toronto; University Health Network","keywords":"Double blind; Reprogramming; Parkinson's disease; Randomized controlled trial; Medicine; Physical medicine and rehabilitation; Disease; Neuroscience; Internal medicine; Psychology; Pathology; Alternative medicine; Biology; Genetics","score_opus":0.016950519917549377,"score_gpt":0.2890439187552741,"score_spread":0.2720933988377247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406299614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8950162,0.00016173488,0.00017598402,0.07314423,0.00034539588,0.030671485,0.00008460812,0.00012264629,0.00027772694],"genre_scores_gemma":[0.92589605,0.00001446457,0.00009963151,0.065605104,0.0002202182,0.0010861098,0.0064640488,0.00005763381,0.00055674114],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961886,0.0005531527,0.0013073102,0.00082363305,0.00071659614,0.0004107103],"domain_scores_gemma":[0.99657184,0.0017578534,0.00079194555,0.00052057195,0.00024996256,0.00010781545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003906072,0.000518601,0.0028086952,0.0004919722,0.000054855627,0.000036137008,0.00012288165,0.0005426849,0.00007828672],"category_scores_gemma":[0.0010946607,0.00033637925,0.0005536455,0.00049827417,0.00015535811,0.00006739414,0.000049865812,0.0007928016,0.0000028525985],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9743254,0.0010343865,0.009462687,0.00016386123,0.00055567274,0.0003588167,0.000010842158,0.0006488885,0.000001346715,0.000008305862,0.012952291,0.00047748355],"study_design_scores_gemma":[0.9783625,0.0011979963,0.0102092875,0.0003516284,0.0014494761,6.346621e-7,4.828755e-7,0.003110967,9.663902e-7,0.00012601167,0.004946879,0.00024318814],"about_ca_topic_score_codex":0.000049547747,"about_ca_topic_score_gemma":0.000005733979,"teacher_disagreement_score":0.030879857,"about_ca_system_score_codex":0.00008266905,"about_ca_system_score_gemma":0.00029902175,"threshold_uncertainty_score":0.9999088},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4406558870","doi":"10.1016/j.brs.2025.01.009","title":"Functional MRI reveals brain activation patterns associated with optimization of spinal cord stimulation parameters in treating chronic pain","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Toronto; University Health Network; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Ontario Brain Institute; Western University; Toronto Western Hospital","funders":"","keywords":"Spinal cord stimulation; Medicine; Chronic pain; Stimulation; Spinal cord; Functional connectivity; Neuroscience; Anesthesia; Physical medicine and rehabilitation; Psychology; Physical therapy; Internal medicine","score_opus":0.030746349200779233,"score_gpt":0.2886659865290309,"score_spread":0.2579196373282517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406558870","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10590305,0.000057159647,0.67661464,0.21221478,0.00018535947,0.0042687077,0.00007015313,0.00021003446,0.00047613052],"genre_scores_gemma":[0.89948833,0.000011056927,0.0053197825,0.06398586,0.0005852172,0.00023402835,0.026637634,0.0000950776,0.003642983],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966824,0.00070421037,0.00082929165,0.0006476674,0.00076569524,0.00037071214],"domain_scores_gemma":[0.996464,0.00199401,0.0008744156,0.00036403828,0.00026164856,0.00004187066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011411469,0.0004578487,0.00068728835,0.0009843594,0.00009832037,0.00004233091,0.000081823135,0.0005836712,0.00009910518],"category_scores_gemma":[0.0012477457,0.00043767167,0.00015046111,0.0008112236,0.000049361995,0.00024334705,0.000030912463,0.00057928154,0.0000025773559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013867351,0.00029121374,0.09913182,0.0008684299,0.0005403338,0.000053329448,0.000063049905,0.79978615,0.00008239926,0.000020107858,0.08278796,0.01498846],"study_design_scores_gemma":[0.008473865,0.0028781975,0.4524684,0.0066239815,0.00054132764,0.0000022162596,0.000031152373,0.5272258,0.00005987612,0.00014232342,0.0010563412,0.0004965076],"about_ca_topic_score_codex":0.00015377472,"about_ca_topic_score_gemma":0.00004872066,"teacher_disagreement_score":0.7935853,"about_ca_system_score_codex":0.0015495396,"about_ca_system_score_gemma":0.00022904156,"threshold_uncertainty_score":0.9998075},"labels":[],"label_agreement":null},{"id":"W4406806138","doi":"10.1016/j.brs.2025.01.014","title":"Cost-effectiveness analysis of deep brain stimulation for the treatment of alcohol use disorder and alcoholic liver disease","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Alcohol use disorder; Alcoholic liver disease; Brain disease; Alcohol; Stimulation; Medicine; Psychiatry; Deep brain stimulation; Brain stimulation; Disease; Internal medicine; Chemistry","score_opus":0.06477777153884258,"score_gpt":0.36747547293069094,"score_spread":0.3026977013918484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406806138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530441,0.0008400241,0.042430144,0.00079560693,0.00002717657,0.0027521586,0.00007783228,0.000016704442,0.000016239732],"genre_scores_gemma":[0.9988008,0.00010123049,0.00017000794,0.0003029117,0.000008425673,0.00021541852,0.000276203,0.000009219187,0.0001157941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991464,0.00010900158,0.00024172274,0.00025603632,0.00012993046,0.00011690574],"domain_scores_gemma":[0.9963627,0.003125046,0.00010742547,0.0002437996,0.0001079775,0.000053071493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001090136,0.00014287775,0.00036049905,0.00021858876,0.000084973326,0.000011774673,0.000030022235,0.000057257632,0.000020513133],"category_scores_gemma":[0.00037505574,0.00009188922,0.00021049989,0.00052098423,0.000078243094,0.000071331975,0.000013612524,0.00002440919,3.5184954e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026143736,0.0011543565,0.8258387,0.00009252299,0.001502109,0.0000027603812,0.00018255206,0.077244446,0.00036727756,0.0005845102,0.000020115922,0.0903963],"study_design_scores_gemma":[0.0040080906,0.00040942215,0.6740805,0.000015559704,0.0025000086,6.7046685e-8,0.000009157519,0.31820205,0.000054050997,0.00044938695,0.00022838663,0.000043360804],"about_ca_topic_score_codex":0.00018496781,"about_ca_topic_score_gemma":0.000096406315,"teacher_disagreement_score":0.2409576,"about_ca_system_score_codex":0.000041366362,"about_ca_system_score_gemma":0.000020308533,"threshold_uncertainty_score":0.37471336},"labels":[],"label_agreement":null},{"id":"W4406848857","doi":"10.1016/j.brs.2025.01.020","title":"Bayesian Optimization Of NeuroStimulation (BOONStim)","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Centre for Addiction and Mental Health Foundation; Canadian Institutes of Health Research; University of Toronto; BrainsWay; Indivior; Wellcome Trust; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; National Institutes of Health; Centre for Addiction and Mental Health; Brain and Behavior Research Foundation","keywords":"Neurostimulation; Bayesian probability; Computer science; Bayesian optimization; Neuroscience; Psychology; Artificial intelligence; Stimulation","score_opus":0.03580330700716212,"score_gpt":0.2773507719535238,"score_spread":0.2415474649463617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406848857","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014338548,0.000028823564,0.28084925,0.7085508,0.0014564221,0.0010996589,0.00019023728,0.0002877185,0.007393691],"genre_scores_gemma":[0.09673624,0.0000142912,0.0028832387,0.89128023,0.0016529749,0.00007364078,0.0006367921,0.0000951585,0.0066274465],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966657,0.0004993688,0.00068340194,0.0009948078,0.0008099119,0.0003467879],"domain_scores_gemma":[0.9818774,0.016683083,0.0005696641,0.00058571715,0.0002510203,0.000033122757],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025262844,0.00043453672,0.00052809296,0.0007053865,0.00027119814,0.00006514196,0.0002977607,0.00063817715,0.00017478444],"category_scores_gemma":[0.02236683,0.00048099493,0.00020635022,0.0008990322,0.00018961259,0.0003339159,0.00015010894,0.0008047434,0.00002117324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034463785,0.000022873168,0.00007973161,0.00012476157,0.000011461061,0.000012721965,0.000026755908,0.49872538,0.0009853431,0.00018533233,0.49910575,0.0006854303],"study_design_scores_gemma":[0.0008054269,0.00014857292,0.00055600423,0.00022883157,0.000092122966,0.000009853315,0.0000033784395,0.7629932,0.0025723702,0.0018045664,0.23026487,0.0005207789],"about_ca_topic_score_codex":0.000019951656,"about_ca_topic_score_gemma":0.0000022968127,"teacher_disagreement_score":0.277966,"about_ca_system_score_codex":0.00015570034,"about_ca_system_score_gemma":0.00017722868,"threshold_uncertainty_score":0.99976414},"labels":[],"label_agreement":null},{"id":"W4407684716","doi":"10.1016/j.brs.2025.02.010","title":"Long-term outcomes of vagus nerve stimulation in children with drug resistant epilepsy are driven by early benefit","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Université de Montréal; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Vagus nerve stimulation; Epilepsy; Drug Resistant Epilepsy; Stimulation; Medicine; Term (time); Drug; Anesthesia; Vagus nerve; Neuroscience; Psychology; Pharmacology; Internal medicine; Psychiatry","score_opus":0.028581943001413927,"score_gpt":0.30529245952720624,"score_spread":0.2767105165257923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407684716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324793,0.00007125609,0.0009244233,0.06205056,0.00016846403,0.00297964,0.0008895015,0.0001791651,0.00025765452],"genre_scores_gemma":[0.96830684,0.0000066828993,0.0002475018,0.022113733,0.00025339267,0.00011585957,0.0015714911,0.00013674858,0.0072477306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993427,0.0007426388,0.0013409712,0.0016042416,0.0020383224,0.00084682804],"domain_scores_gemma":[0.9945213,0.0026642191,0.0011411404,0.0012079922,0.00034721405,0.00011809383],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047709292,0.0007760036,0.0011263601,0.0014086239,0.0002347314,0.00020513427,0.0008921303,0.0007858602,0.00014040881],"category_scores_gemma":[0.0012540648,0.00072840316,0.00025941245,0.0015704811,0.00025115247,0.0005542238,0.0002470411,0.0016762612,0.00003321272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002457378,0.00013700691,0.8948585,0.00017532363,0.00006835825,0.00007673559,0.00012658983,0.059025545,0.0014440577,0.000062569554,0.043264903,0.0005146691],"study_design_scores_gemma":[0.0028801977,0.00019434074,0.98452604,0.000517994,0.00007931162,0.000004779317,0.000003035482,0.009545908,0.0010406094,0.00023049998,0.0003032986,0.0006739712],"about_ca_topic_score_codex":0.0007169375,"about_ca_topic_score_gemma":0.00018087994,"teacher_disagreement_score":0.08966755,"about_ca_system_score_codex":0.00041818066,"about_ca_system_score_gemma":0.00020158481,"threshold_uncertainty_score":0.9995167},"labels":[],"label_agreement":null},{"id":"W4407684969","doi":"10.1016/j.brs.2025.02.009","title":"Efficacy and safety of high-dose and personalized TBS on post-stroke cognitive impairment: A randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Postdoctoral Research Foundation of China; China Postdoctoral Science Foundation","keywords":"Randomized controlled trial; Medicine; Cognitive impairment; Cognition; Stroke (engine); Physical medicine and rehabilitation; Internal medicine; Psychiatry; Engineering","score_opus":0.008384761016578002,"score_gpt":0.29447411702885695,"score_spread":0.286089356012279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407684969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98819697,0.00035318974,0.00061143533,0.0019063405,0.00020702473,0.007603615,0.00003729223,0.000028107228,0.0010560164],"genre_scores_gemma":[0.99665344,0.000056957135,0.00025367245,0.00057353545,0.000063999316,0.00012297719,0.000061817955,0.000008479322,0.0022051022],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985567,0.00039814116,0.0005077662,0.00022445197,0.00020650141,0.00010644076],"domain_scores_gemma":[0.989568,0.009919671,0.00017631,0.00008486705,0.00018812116,0.000063031795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082482887,0.00014340527,0.0010732814,0.0002861954,0.00006434322,0.000013326285,0.000015898477,0.00010056461,0.00007739219],"category_scores_gemma":[0.0056291674,0.00010202,0.0002299102,0.00010180025,0.00021179696,0.000044538792,0.0000141934315,0.00009356256,0.0000018612711],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99055713,0.00037861406,0.000424833,0.00008362345,0.00042908185,0.0000013071797,0.0005427664,0.000033856864,0.0010703526,0.0015700512,0.000037423943,0.0048709265],"study_design_scores_gemma":[0.9159952,0.0016378096,0.07753063,0.0003467203,0.00049356767,0.0000019559595,0.00018246184,0.003469017,0.00005987522,0.00017515312,0.00003539629,0.00007221699],"about_ca_topic_score_codex":0.000020944208,"about_ca_topic_score_gemma":0.0000010733969,"teacher_disagreement_score":0.0771058,"about_ca_system_score_codex":0.00003487418,"about_ca_system_score_gemma":0.00009628522,"threshold_uncertainty_score":0.6739046},"labels":[],"label_agreement":null},{"id":"W4407763229","doi":"10.1016/j.brs.2025.02.015","title":"Pulsed inhibition of corticospinal excitability by the thalamocortical sleep spindle","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"H2020 European Research Council; Horizon 2020; European Research Council; Canadian Institutes of Health Research; University of Toronto; Horizon 2020 Framework Programme; Deutsche Forschungsgemeinschaft; Department of Psychiatry, University of Toronto; Boehringer Ingelheim Stiftung; Fondation Brain Canada; European Commission; Bundesministerium für Wirtschaft und Energie; Canada Foundation for Innovation; Ontario Research Foundation; Brain and Behavior Research Foundation","keywords":"Neuroscience; Physical medicine and rehabilitation; Psychology; Medicine","score_opus":0.0332939292564145,"score_gpt":0.3313172054990556,"score_spread":0.2980232762426411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407763229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97003454,0.000020410484,0.024312785,0.0023840026,0.000112733185,0.000503345,0.000012147317,0.0000373693,0.0025826562],"genre_scores_gemma":[0.99925554,0.0000011250764,0.000022200762,0.00040125317,0.000025658243,0.00004195366,0.000010014829,0.0000062941162,0.00023596274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998509,0.00027912276,0.00030560826,0.00028930668,0.00040491612,0.0002120458],"domain_scores_gemma":[0.99854916,0.00096142624,0.000069344074,0.00029854593,0.00008175281,0.000039743692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041632843,0.00009080889,0.00012296479,0.00007485661,0.00017746708,0.000039709157,0.0001444538,0.00006923458,0.00013602783],"category_scores_gemma":[0.0027068078,0.00006800725,0.000057371275,0.0005761849,0.0002592145,0.00014541969,0.000070999806,0.00015577322,0.000016776614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035443145,0.00046844213,0.016314523,0.0000677719,0.000009798669,0.0000034392722,0.00014837898,0.0021820501,0.90120023,0.019797709,0.000652949,0.05880025],"study_design_scores_gemma":[0.0011655759,0.00015155258,0.58440745,0.00003583384,0.00001670058,0.0000023610414,0.000043177417,0.10973508,0.29198474,0.011871391,0.0004598915,0.00012626924],"about_ca_topic_score_codex":0.000031026673,"about_ca_topic_score_gemma":0.0000040406126,"teacher_disagreement_score":0.6092155,"about_ca_system_score_codex":0.000049088147,"about_ca_system_score_gemma":0.00004618215,"threshold_uncertainty_score":0.32404974},"labels":[],"label_agreement":null},{"id":"W4407836308","doi":"10.1016/j.brs.2025.02.012","title":"Towards accredited clinical training in brain stimulation: Proceedings from the brain stimulation subspecialty summits","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital","funders":"Wellcome Leap; National Institute of Neurological Disorders and Stroke; National Institute of Mental Health; Brigham Research Institute; School of Medicine, Stanford University; National Institutes of Health; BrainsWay; Stanford University; Harvard University; Hope for Depression Research Foundation; National Institute on Aging; New Venture Fund; Abel Foundation; U.S. Department of Defense; University of Toronto; Brigham and Women's Hospital; Brain and Behavior Research Foundation; National Center for Advancing Translational Sciences; Wellcome Trust; Doris Duke Charitable Foundation; Dystonia Medical Research Foundation","keywords":"Subspecialty; Accreditation; Stimulation; Brain stimulation; Medicine; Neuroscience; Psychology; Medical education; Family medicine","score_opus":0.07873947199163642,"score_gpt":0.3753903107915223,"score_spread":0.29665083879988585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407836308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397891,0.00014828896,0.0024291105,0.051218443,0.0005033905,0.0019160296,0.00003944198,0.00020975566,0.0037464492],"genre_scores_gemma":[0.9830275,0.0000126753,0.0008101733,0.0139557645,0.000712889,0.00006583697,0.00064781145,0.00003853458,0.00072881114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966719,0.00027130824,0.0011317361,0.0008661806,0.0005889733,0.00046987776],"domain_scores_gemma":[0.9953848,0.0035500699,0.00029107882,0.0003626985,0.00025326308,0.00015806156],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011549339,0.00038942284,0.0006686294,0.00025949898,0.00026197225,0.00011766342,0.00021409515,0.0004360002,0.0002576862],"category_scores_gemma":[0.0056073833,0.00030000045,0.00023770667,0.0011859831,0.00015591262,0.00033291968,0.000102718834,0.0005813225,0.00003509745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019490733,0.0005897701,0.8486204,0.000036857542,0.00015483047,0.00003892948,0.0012998038,0.005014503,0.00046305775,0.0025756154,0.02283207,0.11642507],"study_design_scores_gemma":[0.007982229,0.00039909253,0.8833507,0.00017012647,0.00010838105,0.000001343654,0.00018954829,0.08894839,0.000026824866,0.014933363,0.0036729611,0.00021706919],"about_ca_topic_score_codex":0.0001765525,"about_ca_topic_score_gemma":0.00018835986,"teacher_disagreement_score":0.116208,"about_ca_system_score_codex":0.00016426088,"about_ca_system_score_gemma":0.0002707296,"threshold_uncertainty_score":0.9999452},"labels":[],"label_agreement":null},{"id":"W4407852294","doi":"10.1016/j.brs.2025.02.016","title":"Effects of noninvasive neuromodulation combined with rapid, short-duration self-image stimuli in body dysmorphic disorder","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Clinical and Translational Science Institute, University of California, Los Angeles; National Center for Advancing Translational Sciences; National Institute of Mental Health; Nathan Cummings Foundation; Joseph Durda Foundation; National Institutes of Health","keywords":"Neuromodulation; Audiology; Body dysmorphic disorder; Medicine; Psychology; Duration (music); Neuroscience; Clinical psychology; Physics; Stimulation","score_opus":0.01260701372688857,"score_gpt":0.27640805127928636,"score_spread":0.2638010375523978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407852294","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37813306,0.0020337335,0.05961687,0.5149937,0.004945871,0.019336563,0.00030083957,0.0013755971,0.019263724],"genre_scores_gemma":[0.93702215,0.000033644803,0.0012336303,0.055737678,0.00077124033,0.00056906394,0.0025100121,0.00015209567,0.0019704862],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9962527,0.0007376375,0.00096021645,0.0009565194,0.000564407,0.0005285041],"domain_scores_gemma":[0.99600035,0.0024047792,0.0005268146,0.0006667149,0.00036122728,0.000040088496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030509225,0.00065559737,0.0009265869,0.0008509594,0.0001467061,0.00006183194,0.00025799667,0.0008298685,0.00013539595],"category_scores_gemma":[0.00034423446,0.0006269097,0.00016104827,0.0008976688,0.00015649482,0.00032834668,0.00009225461,0.0011127914,0.000040892708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020507455,0.0016767259,0.042710472,0.0036500203,0.001499179,0.002358678,0.00486327,0.002306352,0.0022310186,0.0005185962,0.9282926,0.007842379],"study_design_scores_gemma":[0.012064318,0.0028259056,0.9381859,0.0010498837,0.0012357674,0.000033199078,0.00011546409,0.012088601,0.0005717546,0.0007087707,0.029411409,0.0017090715],"about_ca_topic_score_codex":0.00020202702,"about_ca_topic_score_gemma":0.00008653515,"teacher_disagreement_score":0.89888114,"about_ca_system_score_codex":0.00013173354,"about_ca_system_score_gemma":0.00014577676,"threshold_uncertainty_score":0.99961823},"labels":[],"label_agreement":null},{"id":"W4407932104","doi":"10.1016/j.brs.2024.12.1145","title":"Optimizing rTMS Localization for Hippocampal Modulation: Individualized Connectivity-Based Targeting versus Scalp-Based Heuristics","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Heuristics; Scalp; Hippocampal formation; Neuroscience; Computer science; Modulation (music); Psychology; Medicine; Physics; Surgery","score_opus":0.046397137965203915,"score_gpt":0.3199097206487007,"score_spread":0.2735125826834968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932104","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18243487,0.000009126194,0.8147485,0.0006546408,0.0010114171,0.0006745828,0.000023129276,0.00028555965,0.00015813552],"genre_scores_gemma":[0.9899117,7.8827696e-7,0.008049638,0.0017375835,0.00008986912,0.0000641675,0.00007268347,0.000028862652,0.000044751407],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982195,0.00014761009,0.00037139448,0.0005700536,0.00034260802,0.00034883156],"domain_scores_gemma":[0.99639446,0.0030677465,0.00015182902,0.0002208533,0.00009435402,0.000070766364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951145,0.00021568291,0.0002094007,0.0003125979,0.0005099824,0.00015345112,0.0001883162,0.00010509424,0.000012050087],"category_scores_gemma":[0.005570636,0.0002365637,0.00009524381,0.00093345076,0.000079953716,0.0003155571,0.000034297507,0.00012812324,0.0000040094696],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028265626,0.00004485388,0.0002807727,0.00005842342,0.0000018011195,0.0000017998864,0.000030436608,0.8644696,0.13033584,0.0022605308,0.00017660143,0.0020567281],"study_design_scores_gemma":[0.0028999313,0.000103296945,0.00044186847,0.00004702767,0.000015959386,2.2900875e-7,0.000005845292,0.83403033,0.16057764,0.00044829716,0.0012368982,0.00019269441],"about_ca_topic_score_codex":0.000003355036,"about_ca_topic_score_gemma":0.0000013491168,"teacher_disagreement_score":0.80747676,"about_ca_system_score_codex":0.00010528029,"about_ca_system_score_gemma":0.00011641983,"threshold_uncertainty_score":0.9646788},"labels":[],"label_agreement":null},{"id":"W4407932130","doi":"10.1016/j.brs.2024.12.1159","title":"New targets and methods of brain stimulation for movement disorders","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Neuroscience; Brain stimulation; Movement disorders; Stimulation; Movement (music); Psychology; Deep brain stimulation; Physical medicine and rehabilitation; Medicine; Physics; Internal medicine","score_opus":0.022152346763891013,"score_gpt":0.37372917588490917,"score_spread":0.3515768291210182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932130","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18651068,0.000538556,0.79360443,0.016326007,0.00011056779,0.0016619338,0.000009688721,0.0000468688,0.0011912658],"genre_scores_gemma":[0.9269844,0.00001576344,0.06706411,0.0039538406,0.00002160868,0.000031568805,0.0000893007,0.00001111087,0.0018282966],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99927586,0.00005544805,0.00023131068,0.00022260525,0.00009510305,0.00011967354],"domain_scores_gemma":[0.9990242,0.0006819946,0.00007299467,0.00012280217,0.000045300356,0.00005269345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001848632,0.00010816309,0.00021275655,0.00010540665,0.00005314017,0.000007735556,0.000024915673,0.000071915645,0.000040706276],"category_scores_gemma":[0.00049913354,0.000091655704,0.00006510186,0.0001514388,0.000024490353,0.000051524472,0.000022187924,0.00004063904,6.760441e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013275385,0.00043661948,0.11636541,0.000253853,0.00020031988,0.0000010082202,0.00022038532,0.0057435203,0.016522827,0.012635012,0.0121086165,0.8341849],"study_design_scores_gemma":[0.007163754,0.00082702085,0.6932457,0.000047230875,0.00013207819,1.06517355e-7,0.000020591884,0.07215465,0.001225038,0.22200671,0.0030761268,0.00010098695],"about_ca_topic_score_codex":0.00004745128,"about_ca_topic_score_gemma":0.000010430398,"teacher_disagreement_score":0.8340839,"about_ca_system_score_codex":0.000020085123,"about_ca_system_score_gemma":0.000034682784,"threshold_uncertainty_score":0.37376112},"labels":[],"label_agreement":null},{"id":"W4407932151","doi":"10.1016/j.brs.2024.12.1144","title":"Tremor reduction using a multi-focus transcranial ultrasound stimulation system targeting thalamus: Preliminary results","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Thalamus; Focus (optics); Stimulation; Neuroscience; Essential tremor; Focused ultrasound; Medicine; Thalamic stimulator; Deep brain stimulation; Ultrasound; Psychology; Radiology; Internal medicine; Parkinson's disease; Physics","score_opus":0.03299382332500684,"score_gpt":0.3104838504785271,"score_spread":0.2774900271535203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96607304,0.00020457899,0.030346727,0.00082251884,0.00033342457,0.0013038631,0.000028430088,0.00025034274,0.00063706],"genre_scores_gemma":[0.9937424,0.000004639613,0.005332403,0.00011567129,0.00014632425,0.000018219342,0.0002814002,0.000023888906,0.0003350436],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831337,0.00015591738,0.000533502,0.00050101517,0.00024582347,0.00025038366],"domain_scores_gemma":[0.9991283,0.00029423472,0.00015826964,0.00022306391,0.00012297372,0.00007314642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025785118,0.00022460747,0.00030226196,0.0001981861,0.0002591503,0.00003627644,0.000048546433,0.00018631064,0.00001384934],"category_scores_gemma":[0.00042308282,0.00019843601,0.00013345454,0.00040760406,0.000045531637,0.00017124394,0.000013674156,0.00015705104,0.000009226137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045832552,0.0045309714,0.0864453,0.0011910106,0.00068541727,0.00034092637,0.0033098233,0.35945937,0.4435033,0.0010483204,0.0017821753,0.051870845],"study_design_scores_gemma":[0.016774597,0.0010913173,0.47459528,0.00042053344,0.0004795605,0.000050257728,0.00031513622,0.5036238,0.0019243035,0.00040683552,0.00006181414,0.00025658862],"about_ca_topic_score_codex":0.0001635598,"about_ca_topic_score_gemma":0.0000047933604,"teacher_disagreement_score":0.44157898,"about_ca_system_score_codex":0.00018814484,"about_ca_system_score_gemma":0.000060474078,"threshold_uncertainty_score":0.80919856},"labels":[],"label_agreement":null},{"id":"W4407932941","doi":"10.1016/j.brs.2024.12.871","title":"Effect of stimulus waveform duration and E-field orientation on activation of forearm muscles","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Medical Research Council","keywords":"Stimulus (psychology); Forearm; Waveform; Neuroscience; Audiology; Medicine; Psychology; Anatomy; Computer science; Cognitive psychology; Telecommunications","score_opus":0.005964099662345706,"score_gpt":0.2537829773949394,"score_spread":0.24781887773259367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95713156,0.000025678544,0.03980671,0.00015707694,0.000084206236,0.00030789888,0.0000020850937,0.000062116116,0.0024226515],"genre_scores_gemma":[0.99970555,0.000012618114,0.00015158829,0.000043143653,0.000015568412,0.000017103559,0.0000268533,0.000007064768,0.000020522624],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994251,0.000029907622,0.00025541283,0.00009763914,0.0001154103,0.00007652829],"domain_scores_gemma":[0.9991256,0.0006399609,0.00007584465,0.00008821253,0.000057868907,0.000012487942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017902908,0.00009324573,0.0001404464,0.00025647067,0.000045141747,0.0000075065873,0.000025597486,0.000059743143,0.0000059207555],"category_scores_gemma":[0.00026089454,0.00008639913,0.000033610835,0.00032245202,0.000022865639,0.00015082757,0.000007271039,0.000052077143,1.591141e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041867685,0.000040304312,0.0139440745,0.00064706634,0.00011971524,1.0034456e-7,0.00065837154,0.04200062,0.15334126,0.007051946,0.0009001572,0.7808777],"study_design_scores_gemma":[0.0012101165,0.0006604643,0.2799296,0.00015937429,0.000030772124,1.4696487e-7,0.00005427112,0.087589376,0.62930846,0.0008082276,0.00014345092,0.00010575354],"about_ca_topic_score_codex":0.000017117402,"about_ca_topic_score_gemma":0.0000034035513,"teacher_disagreement_score":0.780772,"about_ca_system_score_codex":0.000029379795,"about_ca_system_score_gemma":0.0000056247527,"threshold_uncertainty_score":0.3523254},"labels":[],"label_agreement":null},{"id":"W4407932970","doi":"10.1016/j.brs.2024.12.1013","title":"Feasibility and Preliminary Outcomes of Spaced Transcranial Direct Current Stimulation in Major Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; Centre for Addiction and Mental Health; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Transcranial direct-current stimulation; Depression (economics); Current (fluid); Physical medicine and rehabilitation; Medicine; Stimulation; Psychology; Neuroscience; Economics; Geology; Oceanography","score_opus":0.046171602183115557,"score_gpt":0.3429839656360891,"score_spread":0.29681236345297357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987397,0.0004803934,0.0090592485,0.00061983045,0.00030024457,0.0013020806,0.00002751472,0.00009299567,0.00072065473],"genre_scores_gemma":[0.99928856,0.00002536367,0.0004442203,0.00008735876,0.000017621107,0.00003268907,0.0000067037618,0.000013543111,0.00008392173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979852,0.00029653026,0.0005944756,0.0005688419,0.0003393731,0.00021561234],"domain_scores_gemma":[0.9972361,0.0022489107,0.00013884193,0.00026221212,0.000068324356,0.000045650122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032378483,0.0002214834,0.00040199485,0.000350676,0.00012700372,0.000024297075,0.00011201649,0.00009962609,0.000029170862],"category_scores_gemma":[0.0017005698,0.00020924659,0.000080147285,0.0006136939,0.00014611277,0.00023570917,0.00005268287,0.00013869537,0.000002301236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014584563,0.0003589651,0.81650823,0.00016633175,0.000007748537,0.0000017345432,0.00085325923,0.027225511,0.122502364,0.0006632119,0.00003372214,0.030220442],"study_design_scores_gemma":[0.005092088,0.000106587875,0.93622506,0.00011640385,0.00003871122,4.9374677e-7,0.000017619392,0.053716645,0.002748008,0.0017221645,0.00006051621,0.00015572236],"about_ca_topic_score_codex":0.00005668274,"about_ca_topic_score_gemma":0.00004438625,"teacher_disagreement_score":0.11975435,"about_ca_system_score_codex":0.00006323113,"about_ca_system_score_gemma":0.00004027049,"threshold_uncertainty_score":0.8532828},"labels":[],"label_agreement":null},{"id":"W4407933033","doi":"10.1016/j.brs.2024.12.876","title":"Enhancing cognitive abilities through transcutaneous auricular vagus nerve stimulation: insights from prefrontal functional connectivity analysis and virtual brain simulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vagus nerve stimulation; Neuroscience; Functional connectivity; Cognition; Stimulation; Psychology; Brain stimulation; Vagus nerve; Medicine","score_opus":0.03211619340809175,"score_gpt":0.31564527102055623,"score_spread":0.2835290776124645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6139851,0.00009029692,0.3837803,0.0004093745,0.0001749997,0.00083979795,0.00011447347,0.00018131417,0.00042433076],"genre_scores_gemma":[0.99715286,0.000002996216,0.00048447063,0.000715761,0.00017359458,0.00007063942,0.00045794892,0.0000372388,0.0009044759],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950209,0.001190823,0.0008406555,0.0014433793,0.0010465824,0.0004576526],"domain_scores_gemma":[0.9806578,0.018104766,0.00026097873,0.00042751586,0.00040475072,0.0001441696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041716898,0.00046650428,0.0006072584,0.0007575477,0.0008623114,0.00028919693,0.00018368292,0.00031696958,0.0004377053],"category_scores_gemma":[0.005689606,0.0004852787,0.00028453112,0.0022675798,0.0003383246,0.0012693676,0.00013066472,0.00040396044,0.000029772178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076734927,0.00019298225,0.012470089,0.000034162244,0.00026870493,0.000025285892,0.0019894224,0.86242485,0.114405885,0.0046100453,0.000028938071,0.0027823143],"study_design_scores_gemma":[0.0019890629,0.00018050981,0.34378898,0.000059905622,0.0003085723,0.0000033991746,0.0002444592,0.6269044,0.019837253,0.0062346915,0.00008005659,0.00036867702],"about_ca_topic_score_codex":0.0006660063,"about_ca_topic_score_gemma":0.00063306885,"teacher_disagreement_score":0.38329583,"about_ca_system_score_codex":0.00031335084,"about_ca_system_score_gemma":0.0001889026,"threshold_uncertainty_score":0.9997599},"labels":[],"label_agreement":null},{"id":"W4407933040","doi":"10.1016/j.brs.2024.12.1001","title":"Episodic memory improvement in healthy participants by TMS at the medial frontal cortex guided by personalized fMRI","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Frontal cortex; Neuroscience; Psychology; Episodic memory; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Cognition","score_opus":0.043190830008783064,"score_gpt":0.32496343882180695,"score_spread":0.2817726088130239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94745874,0.0003333631,0.0006331551,0.04866838,0.0008228064,0.0009795268,0.000088431996,0.0000756606,0.0009399435],"genre_scores_gemma":[0.9723144,0.000017574795,0.000017328513,0.022292703,0.00006683323,0.00019029592,0.000045932287,0.000015455124,0.0050394437],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99762523,0.00036371275,0.0004282258,0.00062841125,0.0005127817,0.00044165042],"domain_scores_gemma":[0.99351054,0.005970604,0.0001432728,0.0002656401,0.00004125942,0.00006866421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007394552,0.00020155542,0.00024907241,0.00009252032,0.00046667454,0.000039510065,0.00018247623,0.00008032619,0.00019562469],"category_scores_gemma":[0.007053259,0.00016695968,0.00007072972,0.0003807265,0.00024741527,0.0001607502,0.00017035527,0.00017385324,0.000052445324],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007943379,0.0001831468,0.0044101337,0.000023980976,0.00001616528,0.0000035012904,0.0008297599,0.00076393684,0.578961,0.0003744832,0.40991366,0.003725849],"study_design_scores_gemma":[0.04205425,0.002583251,0.2906321,0.000263491,0.00019532233,0.000017488683,0.0021854076,0.20701328,0.26173002,0.008449733,0.18260789,0.0022677747],"about_ca_topic_score_codex":0.00031629665,"about_ca_topic_score_gemma":0.00058599515,"teacher_disagreement_score":0.31723103,"about_ca_system_score_codex":0.00054001005,"about_ca_system_score_gemma":0.00010586461,"threshold_uncertainty_score":0.84439194},"labels":[],"label_agreement":null},{"id":"W4407933072","doi":"10.1016/j.brs.2024.12.895","title":"Clinical Effects of Accelerated tDCS on Cognition in Major Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; Université du Québec en Outaouais","funders":"","keywords":"Cognition; Depression (economics); Psychology; Cognitive psychology; Clinical psychology; Medicine; Physical medicine and rehabilitation; Neuroscience; Economics","score_opus":0.03877687058456975,"score_gpt":0.3576415961453749,"score_spread":0.31886472556080514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913645,0.00003191749,0.006763759,0.00011783741,0.00028908288,0.00030231918,0.000006258717,0.000038546867,0.001085784],"genre_scores_gemma":[0.9989198,0.0000030400515,0.0005194604,0.0004151008,0.000026072865,0.000011145144,0.000042142638,0.000004407439,0.000058861384],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99901265,0.00023840227,0.00033505214,0.00018973468,0.00013155364,0.000092604896],"domain_scores_gemma":[0.99885094,0.0008829135,0.00007814565,0.000114358685,0.000053831198,0.000019800898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038414425,0.00007120053,0.00016519037,0.00012503883,0.00004036031,0.0000177131,0.0000625095,0.00007544638,0.00009311108],"category_scores_gemma":[0.000312069,0.000061105915,0.00003884902,0.00020733032,0.000030283982,0.00011983021,0.000016693723,0.00006491166,0.00003835867],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042724021,0.00024848315,0.011556051,0.00013360094,0.0000065479203,0.0000054216616,0.000043975055,0.0015098894,0.97833216,0.00120247,0.00029269414,0.006241456],"study_design_scores_gemma":[0.0021058242,0.00011249465,0.50203365,0.000346326,0.000020504,2.9796666e-7,0.000004987178,0.003808293,0.486983,0.004464698,0.000047509464,0.00007241057],"about_ca_topic_score_codex":0.000022122413,"about_ca_topic_score_gemma":0.000016411883,"teacher_disagreement_score":0.4913492,"about_ca_system_score_codex":0.000011436434,"about_ca_system_score_gemma":0.000021473625,"threshold_uncertainty_score":0.24918269},"labels":[],"label_agreement":null},{"id":"W4407933092","doi":"10.1016/j.brs.2024.12.870","title":"Effect of Focused Ultrasound on the Stimulation of Extracellular Vesicles in Neural Stem Cells","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extracellular vesicles; Neural stem cell; Stimulation; Stem cell; Vesicle; Focused ultrasound; Cell biology; Extracellular; Neuroscience; Ultrasound; Chemistry; Biophysics; Biology; Medicine; Biochemistry; Membrane; Radiology","score_opus":0.008340373758077465,"score_gpt":0.23024551694117704,"score_spread":0.22190514318309956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97677827,0.00021098746,0.021855166,0.000036643483,0.00015294961,0.0004257497,0.0000068885383,0.00004916045,0.00048420526],"genre_scores_gemma":[0.9997948,0.0000027066324,0.0000771004,0.00001574458,0.000013921812,0.000009619662,0.000005980235,0.00001377003,0.000066376604],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999161,0.00012533668,0.00031553223,0.000115436465,0.0001480272,0.00013467783],"domain_scores_gemma":[0.99626905,0.0034446095,0.000062106425,0.0001869434,0.000023672805,0.000013648208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184809,0.0001222965,0.00018782739,0.00013906235,0.000028111115,0.000011043221,0.000093385635,0.000057861358,0.000017160472],"category_scores_gemma":[0.0001296179,0.000097727556,0.00005163347,0.00030112907,0.00003453856,0.000076371325,0.000007798225,0.00011603311,0.0000018280763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046319554,0.00001288732,0.0024790962,0.000110814355,0.000010909684,4.788321e-7,0.00015235998,0.6524393,0.33260044,0.00020221237,0.000077623445,0.011867554],"study_design_scores_gemma":[0.00059161306,0.000055446228,0.016547732,0.00010966031,0.000018148403,2.165311e-7,0.000021633521,0.7000432,0.28245506,0.00008279399,0.000014850482,0.000059656035],"about_ca_topic_score_codex":0.000017981,"about_ca_topic_score_gemma":0.0000021546862,"teacher_disagreement_score":0.050145395,"about_ca_system_score_codex":0.000052223786,"about_ca_system_score_gemma":0.0000113993365,"threshold_uncertainty_score":0.3985214},"labels":[],"label_agreement":null},{"id":"W4407933120","doi":"10.1016/j.brs.2024.12.677","title":"Investigating how TMS-evoked potentials relate to individual depressive symptoms in Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University","funders":"","keywords":"Depression (economics); Psychology; Depressive symptoms; Neuroscience; Cognition; Economics","score_opus":0.035789422379537764,"score_gpt":0.3678482064322327,"score_spread":0.33205878405269496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98389536,0.000056513287,0.0059152525,0.0046377834,0.0009620704,0.0005470295,0.000008656922,0.000085973974,0.003891367],"genre_scores_gemma":[0.99300176,7.060953e-7,0.00041597933,0.0020930024,0.000053826767,0.00008667779,0.000026003143,0.000011932943,0.0043101273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835753,0.00040588473,0.00026073607,0.00048150265,0.00022856778,0.00026578334],"domain_scores_gemma":[0.9985367,0.000863933,0.0001314115,0.0003190698,0.00005410779,0.00009477698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051927724,0.00013938383,0.00016156182,0.00044968943,0.00019097846,0.00010537499,0.00021618865,0.00013367517,0.00010684105],"category_scores_gemma":[0.002115984,0.00014562868,0.000036733898,0.0009158269,0.00006574458,0.00021136462,0.00010126452,0.00022532538,0.00004794017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046256693,0.00021372657,0.8665968,0.00001531881,0.000023217584,0.0000065859895,0.008073644,0.010296962,0.05182106,0.0037479475,0.011440514,0.047717925],"study_design_scores_gemma":[0.00080828485,0.00003226742,0.9926643,0.00012040699,0.000014278276,0.0000026443884,0.00028502426,0.0023157217,0.0014416861,0.0011673187,0.0010066589,0.00014144216],"about_ca_topic_score_codex":0.00007133011,"about_ca_topic_score_gemma":0.000028952263,"teacher_disagreement_score":0.12606743,"about_ca_system_score_codex":0.00005717409,"about_ca_system_score_gemma":0.000063441556,"threshold_uncertainty_score":0.5938566},"labels":[],"label_agreement":null},{"id":"W4407933161","doi":"10.1016/j.brs.2024.12.1039","title":"Exploring the Role of Symptom Networks in Predicting Treatment Response in Depression: A Plan for Network Analysis","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Depression (economics); Psychology; Plan (archaeology); Medicine; Clinical psychology; Geography; Economics","score_opus":0.11578884900046538,"score_gpt":0.42351910210775895,"score_spread":0.30773025310729357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913892,0.00055589713,0.006026818,0.00032020969,0.00014196454,0.0010089081,0.0000056118183,0.000015461192,0.000535923],"genre_scores_gemma":[0.9987335,0.000009775633,0.00022586745,0.000058452806,0.00008547456,0.00062418764,0.000030879208,0.000006903603,0.00022492463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838936,0.0006190773,0.00038135482,0.0002149458,0.0001076189,0.00028765283],"domain_scores_gemma":[0.99584967,0.0037477752,0.00008501996,0.0002648731,0.00002191604,0.00003074356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014758977,0.00008108859,0.00019223966,0.00031327267,0.00008275543,0.000009426896,0.000096788855,0.00006309258,0.000023075658],"category_scores_gemma":[0.00021261006,0.00006417956,0.00005821736,0.0010775342,0.000018711922,0.000056510733,0.00003313338,0.000104980005,6.9445304e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025434385,0.00005701602,0.56439716,0.0000078468065,0.000058324542,0.000001276861,0.0013768626,0.374778,0.000012028437,0.0003949201,0.000024910321,0.056348227],"study_design_scores_gemma":[0.0008166879,0.000094965064,0.63470924,0.000060932973,0.000020971394,1.1802846e-7,0.0003600381,0.36319345,0.00001270558,0.00029085047,0.00041266685,0.000027355762],"about_ca_topic_score_codex":0.00053265516,"about_ca_topic_score_gemma":0.0007695902,"teacher_disagreement_score":0.070312105,"about_ca_system_score_codex":0.00020105948,"about_ca_system_score_gemma":0.000040042523,"threshold_uncertainty_score":0.26171666},"labels":[],"label_agreement":null},{"id":"W4407933210","doi":"10.1016/j.brs.2024.12.779","title":"Effects of theta transcranial alternating current stimulation (theta-tACS) on exposure-based psychotherapy efficacy in patients with post-traumatic stress and anxiety symptoms","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Transcranial alternating current stimulation; Psychology; Stimulation; Psychotherapist; Clinical psychology; Neuroscience; Transcranial magnetic stimulation; Psychiatry","score_opus":0.012305087472783645,"score_gpt":0.2801817699298509,"score_spread":0.26787668245706725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690647,0.00009947118,0.010127307,0.00024096592,0.00024062349,0.0021760317,0.000033341414,0.00008428808,0.00009148017],"genre_scores_gemma":[0.99941456,0.000014608769,0.0002126403,0.0002162958,0.000027381817,0.000050122173,0.000021036307,0.000032413333,0.000010927174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9975519,0.00034723183,0.00060467154,0.00061305467,0.0006075801,0.00027554695],"domain_scores_gemma":[0.99685633,0.0024383075,0.00024537352,0.0002740745,0.00013235175,0.000053582484],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018586458,0.0003348063,0.00041123817,0.00042091619,0.00014701013,0.0000520603,0.00016589036,0.000087152155,0.000014011018],"category_scores_gemma":[0.00031187964,0.0002882282,0.00008289207,0.0006351092,0.00013565515,0.00018962004,0.000009518072,0.00018546738,0.0000021697658],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004549374,0.0032155619,0.33131,0.00073595665,0.000045617657,0.0000015905391,0.0033023574,0.4854613,0.043120895,0.0014143944,0.000003273585,0.1268397],"study_design_scores_gemma":[0.018112093,0.0011351933,0.93177366,0.00078689377,0.000055441145,1.0518892e-7,0.000009956607,0.044092327,0.0035169409,0.0002637491,0.000011190012,0.0002424451],"about_ca_topic_score_codex":0.000028874496,"about_ca_topic_score_gemma":0.000025339066,"teacher_disagreement_score":0.6004637,"about_ca_system_score_codex":0.000049693346,"about_ca_system_score_gemma":0.00004135869,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W4407933318","doi":"10.1016/j.brs.2024.12.1074","title":"Consensus Review and Considerations on TMS to Treat Depression:An Update from the National Network of Depression Centers","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Psychology; Psychiatry; Medicine; Economics","score_opus":0.034273901780218496,"score_gpt":0.347030998007768,"score_spread":0.3127570962275495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92191654,0.010135784,0.0014385901,0.058514163,0.00029825314,0.0031438647,0.00017371189,0.00014388714,0.0042352],"genre_scores_gemma":[0.9845017,0.00015000964,0.002627474,0.012100915,0.00009280088,0.000029562476,0.00026445446,0.000012700363,0.00022036549],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987122,0.00019593067,0.00033199048,0.00032784144,0.00030761122,0.00012446489],"domain_scores_gemma":[0.99782133,0.0014986986,0.00011812226,0.00029577408,0.00017730164,0.00008876525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024286925,0.0001505377,0.00027200772,0.000056397355,0.00018888172,0.000019549965,0.000049015343,0.00007559677,0.00012339954],"category_scores_gemma":[0.0010677015,0.000099437726,0.000048397418,0.00017004166,0.000049579296,0.000056580742,0.000052382537,0.00009784614,0.000009427625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017441993,0.0007018115,0.39290324,0.0004013388,0.00026404436,0.000017310653,0.00034786624,0.027789757,0.013930682,0.0024643557,0.50895035,0.050485015],"study_design_scores_gemma":[0.0033091772,0.00015419381,0.9792317,0.0047007413,0.000473314,0.000011237895,0.000018192597,0.0039900993,0.0014547568,0.0032659352,0.0032500874,0.00014053185],"about_ca_topic_score_codex":0.000050204202,"about_ca_topic_score_gemma":0.00002081245,"teacher_disagreement_score":0.5863285,"about_ca_system_score_codex":0.000060475908,"about_ca_system_score_gemma":0.00007364042,"threshold_uncertainty_score":0.4054953},"labels":[],"label_agreement":null},{"id":"W4407933327","doi":"10.1016/j.brs.2024.12.741","title":"Large-Scale Neural Dynamics as a Predictor of Stimulus Effects Variability","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Stimulus (psychology); Psychology; Cognitive psychology","score_opus":0.005416410521068931,"score_gpt":0.2607589337298136,"score_spread":0.2553425232087447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29666817,0.0000136404915,0.70041627,0.001399846,0.00018539754,0.00034444575,0.000006854166,0.0001014365,0.00086390716],"genre_scores_gemma":[0.9917859,7.223302e-7,0.007427997,0.0003953752,0.000034728226,0.000029639326,0.000020520318,0.000004405462,0.00030070916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990348,0.00010436274,0.00023499114,0.00030113835,0.00015527973,0.0001694023],"domain_scores_gemma":[0.99848884,0.00080684095,0.00008403979,0.0004880215,0.00008643145,0.0000458232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028458636,0.00009680634,0.00014187444,0.000063005704,0.00010120856,0.000040601913,0.0003349838,0.00006469623,0.0000059491954],"category_scores_gemma":[0.00017937484,0.0000932197,0.000057843,0.0005811601,0.000031176492,0.0001985794,0.00016642512,0.00009080472,0.000005300601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004867096,0.0005261713,0.035531756,0.00020360756,0.000036624304,0.0000027929016,0.0005508087,0.24301592,0.0024085457,0.6486235,0.0030375805,0.06601403],"study_design_scores_gemma":[0.0003903763,0.0000422206,0.08643145,0.000020111376,0.000007846364,5.859279e-7,0.0000030572965,0.88287693,0.0001811962,0.029731885,0.0002503888,0.00006396138],"about_ca_topic_score_codex":0.000013750096,"about_ca_topic_score_gemma":0.000013255184,"teacher_disagreement_score":0.6951177,"about_ca_system_score_codex":0.00004795089,"about_ca_system_score_gemma":0.00004464664,"threshold_uncertainty_score":0.3801389},"labels":[],"label_agreement":null},{"id":"W4407933333","doi":"10.1016/j.brs.2024.12.1071","title":"Transcranial Photobiomodulation (tPBM) for Mild Cognitive Impairment (MCI): Key Findings from a Pilot Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Cognitive impairment; Randomized controlled trial; Medicine; Key (lock); Physical medicine and rehabilitation; Cognition; Psychology; Neuroscience; Internal medicine; Computer science","score_opus":0.05827119354764204,"score_gpt":0.4132999359474105,"score_spread":0.35502874239976845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.722332,0.000050813964,0.2658106,0.0025491726,0.0007896529,0.007833336,0.00009749371,0.00009395443,0.00044295233],"genre_scores_gemma":[0.9895217,0.000015687401,0.0035056458,0.0016211955,0.00084843,0.0010566645,0.0017550155,0.000020857122,0.0016548476],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977163,0.00025894627,0.0010335324,0.00049843855,0.0002804323,0.00021236007],"domain_scores_gemma":[0.9945618,0.004653086,0.0001755935,0.00025969697,0.0002347048,0.00011512861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019610343,0.00020575775,0.0007445737,0.00016589588,0.00015980442,0.000027584812,0.000079791884,0.000199268,0.00018913326],"category_scores_gemma":[0.002409954,0.0001795689,0.00036518133,0.0003002508,0.00017839039,0.00009347213,0.000017781113,0.00018611593,0.00001849265],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98067105,0.0012453995,0.0009548213,0.000086798136,0.00042508866,0.0000031726297,0.00038403587,0.000046312285,0.002793196,0.00072402286,0.005109789,0.0075562983],"study_design_scores_gemma":[0.9310287,0.0013797993,0.025491117,0.00039380637,0.001358463,0.0000022536628,0.00006489227,0.033619348,0.001622998,0.0033553853,0.0015124897,0.00017069622],"about_ca_topic_score_codex":0.0000627156,"about_ca_topic_score_gemma":0.000009067041,"teacher_disagreement_score":0.26718965,"about_ca_system_score_codex":0.000095048,"about_ca_system_score_gemma":0.00017677431,"threshold_uncertainty_score":0.73226076},"labels":[],"label_agreement":null},{"id":"W4407933341","doi":"10.1016/j.brs.2024.12.1024","title":"Lasting effects of transcranial alternating current stimulation (tACS): which mechanisms?","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Transcranial alternating current stimulation; Neuroscience; Current (fluid); Stimulation; Alternating current; Medicine; Transcranial direct-current stimulation; Psychology; Physical medicine and rehabilitation; Transcranial magnetic stimulation; Physics","score_opus":0.023030087446021686,"score_gpt":0.3121551993449037,"score_spread":0.289125111898882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53664786,0.00011340072,0.45919448,0.00040320176,0.0011523729,0.0009197567,0.000010657902,0.00020269676,0.0013556128],"genre_scores_gemma":[0.9967405,0.000011248297,0.0027731217,0.0001749846,0.00011229392,0.000040636536,0.000009158504,0.000028535273,0.000109495995],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99744123,0.00028936748,0.0007363524,0.000594945,0.000599727,0.00033838145],"domain_scores_gemma":[0.9952221,0.0039424803,0.00027168076,0.00027100692,0.00023360818,0.00005913969],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003113041,0.00028700594,0.00038077563,0.0003852249,0.00030173297,0.000056174526,0.0002294173,0.00010565764,0.000043138898],"category_scores_gemma":[0.003714624,0.00030198265,0.000118203105,0.0011883535,0.00007326284,0.0002877417,0.000057294354,0.00020704612,0.000015321275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018316622,0.00016648378,0.0014824664,0.00040047104,0.000015188097,0.000002206106,0.0006273823,0.12285277,0.80852604,0.028233714,0.000039583,0.03747053],"study_design_scores_gemma":[0.007795034,0.0003605224,0.21186028,0.0007949241,0.00016481854,0.0000025403926,0.000030171082,0.61737365,0.1372888,0.023455195,0.00035656994,0.0005175183],"about_ca_topic_score_codex":0.000026116335,"about_ca_topic_score_gemma":0.000012606811,"teacher_disagreement_score":0.67123723,"about_ca_system_score_codex":0.00006662599,"about_ca_system_score_gemma":0.00006481985,"threshold_uncertainty_score":0.99994326},"labels":[],"label_agreement":null},{"id":"W4407933369","doi":"10.1016/j.brs.2024.12.456","title":"The Effects of Deep Brain Stimulation on the Neurovascular Unit in Human Intracranial Recordings","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Krembil Foundation; Toronto Western Hospital","funders":"National Research University Higher School of Economics","keywords":"Neurovascular bundle; Deep brain stimulation; Neuroscience; Medicine; Human brain; Brain stimulation; Stimulation; Psychology; Internal medicine; Anatomy","score_opus":0.013342410126267471,"score_gpt":0.28697879770964113,"score_spread":0.27363638758337366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881356,0.00006597469,0.00086862093,0.008754151,0.00012642988,0.0010866525,6.368918e-7,0.000029359078,0.0009326199],"genre_scores_gemma":[0.9966879,0.000008606038,0.000026412168,0.0029461244,0.000028531404,0.000032727385,0.00001850504,0.000010782819,0.00024041384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891657,0.000247414,0.00026794514,0.00021045763,0.0002018189,0.00015582074],"domain_scores_gemma":[0.9965539,0.0030201112,0.00008464386,0.00027153673,0.00004482563,0.000024965715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031308006,0.00012634849,0.00018306846,0.00010235336,0.0001894092,0.000019496614,0.00008424221,0.0000784317,0.000019438176],"category_scores_gemma":[0.0018883434,0.000073030606,0.0000894389,0.00038547107,0.00006279029,0.000040004947,0.00002820214,0.00018372772,0.000004716814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033410918,0.0021189058,0.49999076,0.00042675296,0.00036393583,0.00016048265,0.0008252381,0.023646371,0.04613037,0.041194487,0.0027238035,0.37907782],"study_design_scores_gemma":[0.0034068301,0.0007873221,0.94865334,0.00009800814,0.000059254588,6.925681e-7,0.000018764084,0.030022617,0.00044246257,0.016144881,0.0003027564,0.00006304704],"about_ca_topic_score_codex":0.000048275695,"about_ca_topic_score_gemma":0.000049317467,"teacher_disagreement_score":0.4486626,"about_ca_system_score_codex":0.000023472474,"about_ca_system_score_gemma":0.000015154077,"threshold_uncertainty_score":0.29781017},"labels":[],"label_agreement":null},{"id":"W4407933370","doi":"10.1016/j.brs.2024.12.448","title":"The effect of Transcranial Ultrasound Pulse Repetition Frequency on Sustained Inhibition in the Human Primary Motor Cortex: A Double-Blind, Sham-Controlled Study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Ontario Brain Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Primary motor cortex; Repetition (rhetorical device); Motor cortex; Neuroscience; Double blind; Pulse (music); Medicine; Transcranial alternating current stimulation; Psychology; Physical medicine and rehabilitation; Transcranial magnetic stimulation; Physics; Pathology; Optics","score_opus":0.008951989823369682,"score_gpt":0.2627038981237934,"score_spread":0.2537519083004237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919107,0.000066374654,0.0008591154,0.0003204713,0.00009921271,0.0033659502,0.0000039462448,0.000093171206,0.0032810583],"genre_scores_gemma":[0.99924916,0.000007923047,0.0000058390756,0.0000671567,0.00005472812,0.00050724205,0.00005603839,0.0000134570455,0.000038478207],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99861145,0.0002941511,0.0004536516,0.00018215235,0.00027041577,0.00018818252],"domain_scores_gemma":[0.9980749,0.0015338993,0.0000788696,0.00023831861,0.00006033634,0.000013682139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010096004,0.00017935413,0.00027491615,0.00027748503,0.00027985687,0.000055557375,0.00009043461,0.00007028226,0.000008202582],"category_scores_gemma":[0.00015136613,0.00011760728,0.00012206478,0.0006337065,0.000050317823,0.00012627864,0.000005348257,0.0001997803,4.1488107e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05542787,0.0016983756,0.047704652,0.00090657343,0.0014440436,0.000027913053,0.010630608,0.031077629,0.7995216,0.025646146,0.0014872076,0.024427343],"study_design_scores_gemma":[0.059402347,0.0015307844,0.93349,0.00010079679,0.000119290395,0.0000011433002,0.0006596205,0.00199687,0.0011785331,0.0012924519,0.000025928483,0.00020227858],"about_ca_topic_score_codex":0.00004842443,"about_ca_topic_score_gemma":0.00014372714,"teacher_disagreement_score":0.8857853,"about_ca_system_score_codex":0.00011089843,"about_ca_system_score_gemma":0.000013825802,"threshold_uncertainty_score":0.47958854},"labels":[],"label_agreement":null},{"id":"W4407933373","doi":"10.1016/j.brs.2024.12.585","title":"Electrophysiological signatures and effects of pallidal burst stimulation in parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; University of Toronto; University Health Network","funders":"","keywords":"Electrophysiology; Neuroscience; Stimulation; Deep brain stimulation; Medicine; Psychology; Disease; Parkinson's disease; Internal medicine","score_opus":0.008321634777460592,"score_gpt":0.2763424415007777,"score_spread":0.2680208067233171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726003,0.0006860336,0.00051087793,0.00082798215,0.000028751065,0.0005507141,0.000001945036,0.000023772542,0.0001098771],"genre_scores_gemma":[0.99871814,0.000034026958,0.000118503005,0.0009781263,0.000012699257,0.000020767213,0.000045365436,0.0000043799146,0.00006796621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937916,0.000054454566,0.00014937339,0.00020974602,0.00009579447,0.000111496374],"domain_scores_gemma":[0.999389,0.00041208736,0.000037033667,0.00008972852,0.000024579855,0.000047597918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000037890994,0.00009458957,0.00018293668,0.00009701635,0.00002722707,0.0000054750617,0.000020927011,0.00007535119,0.000009290599],"category_scores_gemma":[0.00034146247,0.00007169266,0.000037703096,0.00017312671,0.000039718816,0.000032572694,0.000017829072,0.00008586539,9.168413e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038047545,0.00095762394,0.9128292,0.0003481213,0.000047911548,0.000090061585,0.0000368469,0.008603021,0.0488462,0.0021436554,0.00023477651,0.022057831],"study_design_scores_gemma":[0.0024500322,0.00052727875,0.9681583,0.00006887648,0.00004286508,1.0599451e-7,0.0000014005301,0.015903413,0.00030767784,0.012398779,0.00009198482,0.000049303235],"about_ca_topic_score_codex":0.000011163846,"about_ca_topic_score_gemma":0.0000021640176,"teacher_disagreement_score":0.055329088,"about_ca_system_score_codex":0.00002003613,"about_ca_system_score_gemma":0.000019473546,"threshold_uncertainty_score":0.2923542},"labels":[],"label_agreement":null},{"id":"W4407933377","doi":"10.1016/j.brs.2024.12.451","title":"Investigating the association between pubertal stage and TMS resting motor threshold values","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Ontario Brain Institute; Alberta Children's Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Association (psychology); Neuroscience; Medicine; Psychology; Internal medicine; Psychotherapist","score_opus":0.05492594730073389,"score_gpt":0.31623996003930155,"score_spread":0.26131401273856764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98645985,0.00006623877,0.0024501975,0.0051237685,0.0001997497,0.000591507,0.000020922365,0.00016913189,0.0049186354],"genre_scores_gemma":[0.99549985,0.000004088216,0.0005190546,0.0010461825,0.00013817738,0.0000245008,0.0000048494326,0.000013801384,0.0027494915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839604,0.00022468583,0.0003633883,0.0003719155,0.0004018652,0.00024211961],"domain_scores_gemma":[0.993438,0.006071119,0.00018852588,0.0001845602,0.000075054195,0.00004273016],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006648601,0.00015457251,0.00017670672,0.00011126348,0.00074134074,0.00017668791,0.00013788205,0.000089101006,0.000011837545],"category_scores_gemma":[0.00875539,0.00012820437,0.000041920364,0.000504641,0.00013795342,0.00024119778,0.00008682613,0.00018671116,0.0000079123665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021348209,0.00001876976,0.7782808,0.000051190196,0.00002794522,8.8959285e-7,0.0017127824,0.010380803,0.19134523,0.011537098,0.0004747911,0.0061483746],"study_design_scores_gemma":[0.0007522876,0.00003879523,0.9346886,0.000051042214,0.000040977844,2.9399177e-7,0.00007744007,0.055342276,0.0010845059,0.007204497,0.000591229,0.00012800036],"about_ca_topic_score_codex":0.00005685729,"about_ca_topic_score_gemma":0.000013177167,"teacher_disagreement_score":0.19026072,"about_ca_system_score_codex":0.000080693186,"about_ca_system_score_gemma":0.00003463969,"threshold_uncertainty_score":0.9995943},"labels":[],"label_agreement":null},{"id":"W4407933433","doi":"10.1016/j.brs.2024.12.711","title":"The CITRUS approach: validated transcranial ultrasound stimulation through steerable transducers and MR acoustic radiation force imaging","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acoustic radiation force; Ultrasound; Acoustics; Transducer; Ultrasound imaging; Focused ultrasound; Biomedical engineering; Physics; Medicine","score_opus":0.00821466824245293,"score_gpt":0.23309062280049836,"score_spread":0.22487595455804543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933433","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2840152,0.0007872255,0.709213,0.0004586424,0.00020186641,0.0007642403,0.000023510549,0.00039545662,0.004140838],"genre_scores_gemma":[0.99770635,0.00012646292,0.0012963765,0.00013848966,0.00009248024,0.00007574955,0.00019679469,0.000034480116,0.00033280058],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989516,0.00005614456,0.00031436514,0.00025493026,0.0001649853,0.00025798698],"domain_scores_gemma":[0.99881023,0.0008333446,0.000040290957,0.0002244449,0.000051483294,0.00004020465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022492839,0.00019791802,0.00015551773,0.000078824305,0.0005261804,0.00019749074,0.00011427137,0.00009474488,0.000014411934],"category_scores_gemma":[0.00006918876,0.00017932626,0.00005719341,0.00040465678,0.000070493195,0.0003724218,0.0000047641997,0.00015799869,0.0000040940254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003304267,0.000024164168,0.000906253,0.000062099316,0.00006123625,1.9484536e-7,0.0013634365,0.8265407,0.15137354,0.0027967046,0.00048589712,0.016352713],"study_design_scores_gemma":[0.0013407341,0.000012825652,0.020737544,0.000024478792,0.00012333413,0.0000059747513,0.0002798849,0.9667222,0.0014773508,0.0043720114,0.0046475423,0.0002561386],"about_ca_topic_score_codex":0.0000299175,"about_ca_topic_score_gemma":0.00001577927,"teacher_disagreement_score":0.7136912,"about_ca_system_score_codex":0.00009078537,"about_ca_system_score_gemma":0.000029080225,"threshold_uncertainty_score":0.73127127},"labels":[],"label_agreement":null},{"id":"W4407933437","doi":"10.1016/j.brs.2024.12.715","title":"Tolerability and Clinical Outcomes with Anesthesia Dose Reduction during Electroconvulsive Therapy","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electroconvulsive Therapy Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Tolerability; Electroconvulsive therapy; Anesthesia; Medicine; Psychology; Pharmacology; Electroconvulsive Shock; Adverse effect","score_opus":0.018917754763556657,"score_gpt":0.3486200388922462,"score_spread":0.3297022841286895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98718864,0.0003926757,0.00032232638,0.010672027,0.00003263659,0.0010955359,2.948979e-7,0.00011819332,0.00017764342],"genre_scores_gemma":[0.99731255,0.00015642772,0.00052849523,0.0009886936,0.00008091767,0.000044896926,0.000009142523,0.000017048722,0.0008618615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873847,0.00013622176,0.0003619987,0.00039008408,0.0001596979,0.00021353162],"domain_scores_gemma":[0.9990408,0.00034055486,0.00011054046,0.00025287637,0.00020039204,0.00005486812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032588522,0.00018487882,0.00042914023,0.0001255791,0.00016842296,0.000019465419,0.00003849391,0.000093380964,0.000013616667],"category_scores_gemma":[0.00017167914,0.00013774306,0.00007415564,0.00026041086,0.00015378559,0.00011151232,0.000012229506,0.00020847232,0.0000023577456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035552396,0.00021170928,0.9647883,0.00004301784,0.00034896567,0.000011462702,0.00028291257,0.00002580627,0.018284759,0.00020559784,0.000105844345,0.012136356],"study_design_scores_gemma":[0.005296131,0.0008720235,0.9886156,0.00005212361,0.000067945846,0.000071583374,0.00007243973,0.00016062777,0.0039832974,0.0004611035,0.00022232553,0.00012481841],"about_ca_topic_score_codex":0.000020169346,"about_ca_topic_score_gemma":0.000009986574,"teacher_disagreement_score":0.023827251,"about_ca_system_score_codex":0.00010055564,"about_ca_system_score_gemma":0.000083677565,"threshold_uncertainty_score":0.5616999},"labels":[],"label_agreement":null},{"id":"W4407933451","doi":"10.1016/j.brs.2024.12.641","title":"Characterizing subthalamic and pallidal evoked recurrent neural activity in Parkinson’s disease and dystonia","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Dystonia; Parkinson's disease; Subthalamic nucleus; Neuroscience; Medicine; Deep brain stimulation; Physical medicine and rehabilitation; Psychology; Disease; Internal medicine","score_opus":0.021083249706513364,"score_gpt":0.29608280999920483,"score_spread":0.27499956029269146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950493,0.00021520194,0.00003269412,0.0041498737,0.000050661973,0.00038458017,0.0000054641664,0.000023744495,0.00008847273],"genre_scores_gemma":[0.9990695,0.000046939393,0.000021996915,0.00070737785,0.000011766563,0.00001814492,0.000024418017,0.000004682677,0.00009514493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994499,0.000050968418,0.00009702642,0.00022599711,0.00006553444,0.0001105783],"domain_scores_gemma":[0.9997213,0.00009905045,0.000029174404,0.0000772047,0.000010296904,0.000063006766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004551918,0.00009060337,0.00013664301,0.000074527605,0.000042176263,0.000017230657,0.000012985603,0.00003694047,0.000006275124],"category_scores_gemma":[0.000097373864,0.0000762349,0.000019046087,0.0000886084,0.000028933911,0.0000682243,0.000025948799,0.00008262065,7.9518384e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006630869,0.00016683388,0.95115894,0.000058888512,0.000010809599,0.0000351094,0.00004163677,0.000013651114,0.005749905,0.00005561243,0.000016647522,0.042028904],"study_design_scores_gemma":[0.0019526763,0.00010238182,0.97232926,0.000050938237,0.000032230317,8.6602745e-7,0.0000031283357,0.024618788,0.000034310113,0.0006850392,0.00013801243,0.000052346677],"about_ca_topic_score_codex":0.000017966018,"about_ca_topic_score_gemma":0.000011710065,"teacher_disagreement_score":0.04197656,"about_ca_system_score_codex":0.000024716503,"about_ca_system_score_gemma":0.000014136212,"threshold_uncertainty_score":0.31087688},"labels":[],"label_agreement":null},{"id":"W4407933457","doi":"10.1016/j.brs.2024.12.696","title":"Uncovering functional brain dynamics following convulsive therapy using massive time-series feature extraction from EEG data","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Electroencephalography; Computer science; Series (stratigraphy); Pattern recognition (psychology); Dynamics (music); Neuroscience; Artificial intelligence; Psychology; Biology","score_opus":0.04812074194747681,"score_gpt":0.3166181518486448,"score_spread":0.268497409901168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71335906,0.00030566828,0.24961951,0.029653508,0.0037763866,0.0010125687,0.0006469081,0.00042431778,0.0012020534],"genre_scores_gemma":[0.9840021,0.000010848503,0.004473445,0.0059591406,0.0003077922,0.000025697207,0.0008005286,0.000049294704,0.004371128],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99764794,0.00028302908,0.00029236503,0.0010091249,0.0004766364,0.00029091613],"domain_scores_gemma":[0.98985267,0.009168625,0.00021350176,0.0006118814,0.00010626219,0.000047067842],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036081846,0.00030400953,0.0002976306,0.00022515995,0.00076322205,0.00018958295,0.00029147466,0.00017532955,0.000085823616],"category_scores_gemma":[0.010355502,0.00032256346,0.00011422093,0.00064416934,0.00010493323,0.0017064359,0.00029577353,0.00031282697,0.00003565606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009227289,0.00017204671,0.009965743,0.000023726483,0.00025084583,0.00004068489,0.00028105467,0.16259141,0.78723985,0.0023833136,0.026389122,0.009739465],"study_design_scores_gemma":[0.0030865502,0.00011129925,0.105707504,0.0001772735,0.00008429608,0.000014091458,0.00038446154,0.8520957,0.013716242,0.01113736,0.012803339,0.00068188465],"about_ca_topic_score_codex":0.00011618386,"about_ca_topic_score_gemma":0.00011440196,"teacher_disagreement_score":0.7735236,"about_ca_system_score_codex":0.0004589641,"about_ca_system_score_gemma":0.0001843414,"threshold_uncertainty_score":0.99992263},"labels":[],"label_agreement":null},{"id":"W4407933469","doi":"10.1016/j.brs.2024.12.612","title":"Frequency-Dependent Modulation of tPBM on Mindfulness-Induced Brain Oscillations: A Randomized, Double-Blind, Sham-Controlled Crossover Study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Crossover study; Mindfulness; Double blind; Crossover; Modulation (music); Psychology; Randomized controlled trial; Neuroscience; Medicine; Audiology; Physics; Clinical psychology; Internal medicine; Computer science; Acoustics","score_opus":0.05252554135137708,"score_gpt":0.38516046164656353,"score_spread":0.33263492029518643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82484585,0.00003957295,0.15182577,0.001554621,0.0014592775,0.005297598,0.000028538967,0.00009902459,0.01484972],"genre_scores_gemma":[0.98358965,3.6937557e-8,0.000050724768,0.00024397942,0.0001269894,0.006870942,0.00006066828,0.000031804724,0.009025188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99553925,0.0011608,0.0016472609,0.0007174112,0.0006014106,0.00033383968],"domain_scores_gemma":[0.9955177,0.0024096095,0.00075105176,0.00083423837,0.00040750697,0.00007991405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022490376,0.00036559987,0.001072278,0.0009165355,0.00034157635,0.000112729474,0.0003046792,0.00028183457,0.005099567],"category_scores_gemma":[0.00082041486,0.0003207131,0.00055703253,0.00077004137,0.000086326116,0.00021941932,0.00007179361,0.00028370204,0.00012880882],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.36207825,0.0033097405,0.0024340712,0.000041960713,0.0010893855,0.000008622652,0.001812522,0.015279038,0.000382588,0.59834194,0.0037188334,0.011503036],"study_design_scores_gemma":[0.8740511,0.00041741444,0.029296236,0.00022605479,0.0003177944,0.0000024451863,0.0010827574,0.026197698,0.0008757586,0.067041434,0.000057283418,0.00043404187],"about_ca_topic_score_codex":0.0005721894,"about_ca_topic_score_gemma":0.00018382742,"teacher_disagreement_score":0.5313005,"about_ca_system_score_codex":0.00013490605,"about_ca_system_score_gemma":0.00010399299,"threshold_uncertainty_score":0.9999245},"labels":[],"label_agreement":null},{"id":"W4407933512","doi":"10.1016/j.brs.2024.12.684","title":"Enhancing Transcranial Ultrasound Stimulation Planning with MRI-Derived Skull Masks: A Comparative Analysis with CT-Based Processing","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Computer Research Institute of Montréal; Ontario Brain Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Skull; Medicine; Ultrasound; Radiology; Biomedical engineering; Computer science; Psychology; Anatomy","score_opus":0.012142770623980587,"score_gpt":0.2627024136664714,"score_spread":0.2505596430424908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933512","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45845312,0.000073788906,0.5398122,0.000051210565,0.000012265816,0.0003125012,0.000009072037,0.00025565136,0.0010201667],"genre_scores_gemma":[0.9840422,9.779069e-7,0.015363709,0.00008316325,0.000044867065,0.00008956281,0.00029406586,0.00002747908,0.000053931053],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883586,0.000041784442,0.00030955,0.00032994096,0.0002313099,0.00025152482],"domain_scores_gemma":[0.9989639,0.00057182426,0.00007990228,0.00020904209,0.00011655849,0.00005877467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000115358846,0.00026402835,0.0003437052,0.00037405163,0.0003241154,0.00013755272,0.000098787175,0.0000611989,0.00003831962],"category_scores_gemma":[0.000016587237,0.00023278201,0.0000673702,0.0015299473,0.0000618162,0.0002691813,0.000003173319,0.00016112463,0.0000045575957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011282786,0.0000408268,0.011471117,0.00007961882,0.000318029,0.0000020270154,0.0014326029,0.92272794,0.06324937,0.00008329206,0.0000142110775,0.0004681488],"study_design_scores_gemma":[0.0017619097,0.00006911373,0.10454093,0.00024290103,0.0008200698,0.0000035102871,0.00040942087,0.88087195,0.0105039645,0.0000627167,0.00032954584,0.00038398453],"about_ca_topic_score_codex":0.000032193646,"about_ca_topic_score_gemma":0.0005227251,"teacher_disagreement_score":0.5255891,"about_ca_system_score_codex":0.00010735509,"about_ca_system_score_gemma":0.000087800414,"threshold_uncertainty_score":0.9492575},"labels":[],"label_agreement":null},{"id":"W4407933545","doi":"10.1016/j.brs.2024.12.809","title":"Variability in Brain Responses to Galvanic Vestibular Stimulation: A Granger Causality Analysis of Independent Components in Resting-State EEG","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of British Columbia","funders":"","keywords":"Galvanic vestibular stimulation; Granger causality; Electroencephalography; Resting state fMRI; Neuroscience; Audiology; Causality (physics); Vestibular system; Medicine; Psychology; Mathematics; Econometrics; Physics","score_opus":0.04892241275807804,"score_gpt":0.33964738499599145,"score_spread":0.2907249722379134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696221,0.000014764104,0.027119728,0.0021014127,0.00014084953,0.0007443302,0.000051647552,0.00006400788,0.00014117123],"genre_scores_gemma":[0.99792045,9.812e-7,0.00071408873,0.0010537024,0.000011292826,0.000024730907,0.000024581468,0.00001211024,0.00023807163],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9953168,0.002012726,0.0009968537,0.0008255101,0.00050430075,0.00034379287],"domain_scores_gemma":[0.99130106,0.0077125765,0.00022358244,0.0005700591,0.00010980512,0.00008292344],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003139171,0.00023376291,0.0005333546,0.0016045934,0.0000810245,0.000067150875,0.00034419438,0.00011877055,0.00003641772],"category_scores_gemma":[0.010763201,0.00024808792,0.00008951861,0.0041306885,0.000091391455,0.0002486646,0.00020023534,0.00024754865,0.000006032998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050302845,0.00022844036,0.3624727,0.000049388196,0.000027900447,0.000014699136,0.00081902987,0.5095612,0.12469845,0.00026307305,0.000071995026,0.0012901002],"study_design_scores_gemma":[0.0005835372,0.00006289376,0.67211604,0.00011304585,0.000030170317,5.3306803e-7,0.000008304523,0.3218382,0.003515352,0.0015136485,0.00007911005,0.00013914722],"about_ca_topic_score_codex":0.00070078095,"about_ca_topic_score_gemma":0.0007679234,"teacher_disagreement_score":0.30964333,"about_ca_system_score_codex":0.00025553085,"about_ca_system_score_gemma":0.000102240025,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W4407933595","doi":"10.1016/j.brs.2024.12.931","title":"Comparing Unilateral and Bilateral Sequential TBS on prefrontal activity: a TMS-EEG study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Mental Health Research Canada; Université du Québec en Outaouais; Royal Ottawa Mental Health Centre","funders":"","keywords":"Electroencephalography; Psychology; Audiology; Medicine; Neuroscience","score_opus":0.17990596737958117,"score_gpt":0.4107508895933064,"score_spread":0.23084492221372524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717027,0.000003763546,0.00004744267,0.0008668267,0.00043762813,0.00050460105,0.0000038081005,0.000097475815,0.00086818205],"genre_scores_gemma":[0.99793756,7.1654745e-7,0.0000125099405,0.00057352165,0.00003265804,0.000016809296,0.0000019258655,0.0000073967562,0.001416908],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99891615,0.00016113873,0.00015011565,0.0004466577,0.0001401594,0.00018578538],"domain_scores_gemma":[0.99963415,0.0001312078,0.000049653187,0.00014011905,0.000013598423,0.00003129039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009060945,0.00015029825,0.000179371,0.000120191566,0.00026866258,0.00006684488,0.000081699516,0.000045699497,0.000009707745],"category_scores_gemma":[0.000047818063,0.00012515935,0.000030937626,0.00017280257,0.00009048415,0.00019624957,0.0001130678,0.0001520037,0.00001112051],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051545026,0.00051780505,0.2954291,0.000009368621,0.000012190898,0.00003546653,0.000578153,0.00047307205,0.69498485,0.00015879878,0.00026455,0.007021155],"study_design_scores_gemma":[0.0014715109,0.00040429828,0.9803194,0.000020892536,0.000023265398,0.0000048078114,0.000033531054,0.0035779662,0.0135780675,0.00030510925,0.00012594047,0.00013525167],"about_ca_topic_score_codex":0.000052203883,"about_ca_topic_score_gemma":0.000048292335,"teacher_disagreement_score":0.6848902,"about_ca_system_score_codex":0.000036625628,"about_ca_system_score_gemma":0.000007620991,"threshold_uncertainty_score":0.510385},"labels":[],"label_agreement":null},{"id":"W4407933633","doi":"10.1016/j.brs.2024.12.927","title":"A new angle on transcranial magnetic stimulation coil orientation: A targeted narrative review","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Orientation (vector space); Electromagnetic coil; Narrative review; Stimulation; Neuroscience; Medicine; Psychology; Nuclear magnetic resonance; Physical medicine and rehabilitation; Physics; Engineering; Electrical engineering; Intensive care medicine; Mathematics; Geometry","score_opus":0.028440367177967364,"score_gpt":0.32152419270455607,"score_spread":0.2930838255265887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39100015,0.011857122,0.43038368,0.07227101,0.0054104486,0.015239245,0.00019909073,0.0025934689,0.07104581],"genre_scores_gemma":[0.984923,0.00017782996,0.0019128639,0.008049839,0.00017233304,0.00009429051,0.000050407034,0.000033254226,0.004586184],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969902,0.00039720707,0.0007387037,0.00082378055,0.00068890315,0.000361187],"domain_scores_gemma":[0.99756765,0.0015382031,0.00018188803,0.0003995019,0.00018809522,0.00012468468],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025471544,0.00037857614,0.00044869844,0.0003218395,0.00044955694,0.000079990044,0.00022511974,0.00013011678,0.0011767661],"category_scores_gemma":[0.0017951003,0.0003816143,0.00016134516,0.0018071756,0.00011031149,0.00030756695,0.000026911164,0.00021451576,0.00015063997],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004105222,0.000983048,0.0019863523,0.0014065815,0.000091803624,0.000048595033,0.014928124,0.13570647,0.41578603,0.06385445,0.10371446,0.25738886],"study_design_scores_gemma":[0.0475246,0.0060175536,0.6156641,0.007315447,0.0010990846,0.00003184448,0.0006683679,0.17094685,0.016997391,0.044542953,0.085558444,0.003633347],"about_ca_topic_score_codex":0.00004512597,"about_ca_topic_score_gemma":0.000022362183,"teacher_disagreement_score":0.61367774,"about_ca_system_score_codex":0.00012379634,"about_ca_system_score_gemma":0.0001830533,"threshold_uncertainty_score":0.99986356},"labels":[],"label_agreement":null},{"id":"W4407933674","doi":"10.1016/j.brs.2024.12.934","title":"Optimizing Antidepressant Benefits: Effect of Theta Burst Stimulation Treatment in Physically Active People with Treatment-Resistant Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Université du Québec en Outaouais; Mental Health Research Canada; University of Ottawa","funders":"H. Lundbeck A/S; Lundbeckfonden; Innovationsfonden","keywords":"Antidepressant; Depression (economics); Stimulation; Treatment-resistant depression; Psychology; Medicine; Psychiatry; Anesthesia; Neuroscience","score_opus":0.01744224975590514,"score_gpt":0.2891470253461661,"score_spread":0.27170477559026096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229014,0.00015835222,0.0039275554,0.00022757376,0.00008782762,0.0018910724,0.000056981786,0.000106547086,0.0012539284],"genre_scores_gemma":[0.99910855,0.000035656285,0.0004312841,0.000029471197,0.000028028597,0.00016878691,0.000027555918,0.00002898748,0.0001416792],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99780136,0.00035702047,0.00047583767,0.00068370474,0.0003729807,0.0003090882],"domain_scores_gemma":[0.99598986,0.0032672158,0.00023238445,0.00038205882,0.000078075966,0.000050401166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000121674646,0.00038565652,0.0006118743,0.0003494511,0.00020719081,0.000042964217,0.00012866357,0.00009552169,0.000018652978],"category_scores_gemma":[0.0003168385,0.00027568225,0.00011947801,0.000887931,0.00010016422,0.00028956935,0.0000368697,0.00007716725,0.000004075052],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049549234,0.0004782638,0.054518286,0.00005004699,0.00004772643,0.0000061072446,0.0016421112,0.67386943,0.22818585,0.00041173192,0.0000029776236,0.035832554],"study_design_scores_gemma":[0.010915013,0.0022537278,0.749727,0.00030111131,0.00016883247,0.0000011958111,0.00005597048,0.12779328,0.10834752,0.00014465027,0.00003890512,0.00025280236],"about_ca_topic_score_codex":0.00046768563,"about_ca_topic_score_gemma":0.000337469,"teacher_disagreement_score":0.6952087,"about_ca_system_score_codex":0.00026525074,"about_ca_system_score_gemma":0.000067333225,"threshold_uncertainty_score":0.99996954},"labels":[],"label_agreement":null},{"id":"W4407933675","doi":"10.1016/j.brs.2024.12.561","title":"Influence of Biological Sex on the Efficacy of Neurostimulation in the Treatment of Major Depressive Disorder","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Mental Health Research Canada; University of Ottawa; Université du Québec en Outaouais","funders":"","keywords":"Neurostimulation; Major depressive disorder; Medicine; Psychology; Clinical psychology; Neuroscience; Stimulation","score_opus":0.03340368919560202,"score_gpt":0.30901631227191867,"score_spread":0.2756126230763166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975989,0.000032887634,0.00025772577,0.0009953963,0.000022714203,0.00071590627,0.000010809649,0.0000101891,0.00035550384],"genre_scores_gemma":[0.9994995,0.000015611922,0.000012231974,0.00040820235,0.0000062034906,0.000019953612,0.000004142239,0.0000038669987,0.000030300458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9988618,0.00034951125,0.0003086481,0.00020229418,0.00017606429,0.00010166514],"domain_scores_gemma":[0.99460584,0.0049132924,0.0001722103,0.0002714964,0.000028707085,0.000008465714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013102357,0.00010173893,0.0001542854,0.00010690508,0.00005665639,0.0000067001147,0.00019925447,0.000053573265,0.000009673327],"category_scores_gemma":[0.0017541565,0.000054638956,0.00006408898,0.00053022866,0.00018427563,0.000046565387,0.000018508521,0.000051536754,0.0000013209826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046089565,0.001257276,0.08684061,0.000023846549,0.000008050363,0.0000010912077,0.0018079957,0.6497187,0.23450685,0.015403272,0.000039050414,0.009932363],"study_design_scores_gemma":[0.0016526848,0.00039129768,0.90605104,0.00003454157,0.0000060978978,1.787984e-7,0.00007360244,0.010344778,0.079644755,0.0016446679,0.00010620449,0.0000501703],"about_ca_topic_score_codex":0.000043001826,"about_ca_topic_score_gemma":0.000008545385,"teacher_disagreement_score":0.8192104,"about_ca_system_score_codex":0.0000137152865,"about_ca_system_score_gemma":0.000025062058,"threshold_uncertainty_score":0.22281119},"labels":[],"label_agreement":null},{"id":"W4407933707","doi":"10.1016/j.brs.2024.12.460","title":"Prediction of pathological subthalamic nucleus beta burst occurrence in Parkinson’s disease","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Subthalamic nucleus; BETA (programming language); Parkinson's disease; Neuroscience; Pathological; Disease; Medicine; Psychology; Pathology; Deep brain stimulation; Computer science","score_opus":0.03377725044060539,"score_gpt":0.29393655375443356,"score_spread":0.2601593033138282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965168,0.00015656205,0.00053383573,0.0015088853,0.00007704437,0.00040223877,0.00008901316,0.000040548828,0.00067501876],"genre_scores_gemma":[0.9990822,0.000023929277,0.00008784985,0.0005127593,0.0000098724495,0.000020180069,0.00017829848,0.0000029584387,0.000081937374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992781,0.00005452759,0.00021340878,0.00022403008,0.00011786569,0.000112026835],"domain_scores_gemma":[0.999614,0.000117127944,0.000046600584,0.0001443671,0.000031418076,0.000046468824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008054002,0.00008429641,0.00016134676,0.000102685946,0.000025591742,0.000004687133,0.00003550478,0.00006374867,0.000040424664],"category_scores_gemma":[0.00022086853,0.00006794318,0.000051357805,0.00023083003,0.00005111141,0.00004376346,0.000022093409,0.00008243938,0.0000055419177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039680838,0.00052373926,0.9884004,0.000041948682,0.000008122016,0.000046527006,0.000021193917,0.00049528334,0.000539654,0.00045650153,0.0003212536,0.008748588],"study_design_scores_gemma":[0.0018060906,0.00020337364,0.9867005,0.000061557344,0.000038989278,5.831585e-7,0.000005926676,0.007605942,0.000029899475,0.0029866342,0.0005245249,0.000035981902],"about_ca_topic_score_codex":0.000010497085,"about_ca_topic_score_gemma":0.0000023229031,"teacher_disagreement_score":0.0087126065,"about_ca_system_score_codex":0.000030881565,"about_ca_system_score_gemma":0.000030088324,"threshold_uncertainty_score":0.27706426},"labels":[],"label_agreement":null},{"id":"W4407933720","doi":"10.1016/j.brs.2024.12.597","title":"The effects of repetitive transcranial magnetic stimulation on the brain of non-human primates with chronic stroke","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University; Université de Montréal","funders":"Medical University of South Carolina","keywords":"Transcranial magnetic stimulation; Stroke (engine); Chronic stroke; Neuroscience; Medicine; Human brain; Stimulation; Brain stimulation; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Psychology; Physics; Rehabilitation","score_opus":0.010381926703048718,"score_gpt":0.28116968193077985,"score_spread":0.27078775522773113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799514,0.00016257518,0.010903754,0.0036053595,0.00021876246,0.0022737517,0.000025616067,0.00006749915,0.0027912774],"genre_scores_gemma":[0.9985296,0.000015580606,0.000116482646,0.00030274136,0.00005203442,0.00008147875,0.000004522803,0.00002376401,0.0008737707],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977869,0.00037381868,0.00055757654,0.00042145315,0.0005849774,0.00027528335],"domain_scores_gemma":[0.98612565,0.012932942,0.00027676695,0.00046753374,0.00016706072,0.000030028194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039255107,0.0002565645,0.0003143413,0.00016680741,0.0005296134,0.0000446006,0.00029977155,0.00008374754,0.00003934126],"category_scores_gemma":[0.0017104052,0.00015885395,0.00011336732,0.00065053854,0.0005911389,0.000106240186,0.000033495267,0.00018076047,0.0000048399197],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000782193,0.00014176854,0.001779894,0.0002569222,0.000030875977,0.0000019658935,0.00083816005,0.033600748,0.9309286,0.022957798,0.00018480032,0.00849626],"study_design_scores_gemma":[0.006166977,0.0037318012,0.79924184,0.00057039835,0.00016419959,0.0000014519143,0.00006943425,0.043268595,0.1436733,0.0024859041,0.00034984745,0.00027623685],"about_ca_topic_score_codex":0.0000479008,"about_ca_topic_score_gemma":0.000054200427,"teacher_disagreement_score":0.797462,"about_ca_system_score_codex":0.0000697421,"about_ca_system_score_gemma":0.00009441704,"threshold_uncertainty_score":0.6477876},"labels":[],"label_agreement":null},{"id":"W4407933745","doi":"10.1016/j.brs.2024.12.847","title":"EEG-TMS revealing top-down cortical interactions underlying episodic memory","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Episodic memory; Neuroscience; Psychology; Electroencephalography; Computer science; Cognition","score_opus":0.057354329488478496,"score_gpt":0.34299378939361447,"score_spread":0.28563945990513595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8964111,0.000013831067,0.08459134,0.005315517,0.0016728775,0.00039265328,0.0000065976556,0.00022358251,0.011372468],"genre_scores_gemma":[0.98949367,0.00000347551,0.00028032117,0.0032406065,0.0000657338,0.000016915537,0.000017060162,0.000013327601,0.00686889],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986463,0.00018223883,0.00032455925,0.0004117255,0.00020632935,0.00022880784],"domain_scores_gemma":[0.9981133,0.0014550018,0.000091447546,0.00023623565,0.000046632667,0.00005738618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024340137,0.00013334818,0.00013988781,0.00020746232,0.00043257748,0.000111705085,0.00011740105,0.000066547116,0.00012537846],"category_scores_gemma":[0.0018855189,0.00013268979,0.00007825931,0.00051381625,0.000059349888,0.0003058148,0.00006230361,0.0002744144,0.00006360339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006781105,0.00007224622,0.00067593146,0.000031972675,0.000006758994,0.000008675472,0.00011113738,0.019816652,0.9187002,0.028384859,0.0018747064,0.030249024],"study_design_scores_gemma":[0.00093882735,0.000092512615,0.04958498,0.00015285227,0.000039396367,0.00002224505,0.000107516964,0.9142873,0.014714346,0.013830732,0.00589635,0.00033290862],"about_ca_topic_score_codex":0.0000342852,"about_ca_topic_score_gemma":0.000019185189,"teacher_disagreement_score":0.90398586,"about_ca_system_score_codex":0.0001143567,"about_ca_system_score_gemma":0.00004126917,"threshold_uncertainty_score":0.5410933},"labels":[],"label_agreement":null},{"id":"W4407933750","doi":"10.1016/j.brs.2024.12.875","title":"Pre-stimulation thalamic biomarkers determine effects of hippocampal repeated single electrical pulse stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stimulation; Hippocampal formation; Neuroscience; Thalamic stimulator; Medicine; Pulse (music); Psychology; Deep brain stimulation; Internal medicine; Computer science; Parkinson's disease; Telecommunications","score_opus":0.01759219623784321,"score_gpt":0.28635724351306124,"score_spread":0.26876504727521805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9240697,0.000068902984,0.073359825,0.00021946801,0.00049483206,0.0009874032,0.0000063170837,0.00024436603,0.0005491578],"genre_scores_gemma":[0.9981489,0.0000025906272,0.0009839232,0.00032903705,0.000075231575,0.00002147194,0.00005254353,0.000028503231,0.00035780988],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973286,0.00044528625,0.0007133971,0.000697958,0.00043862566,0.00037612524],"domain_scores_gemma":[0.9957264,0.0032983874,0.00033985026,0.00042410017,0.0001376361,0.00007359075],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003239315,0.0002997656,0.00035570932,0.0005661132,0.00017229834,0.00009212141,0.00026979164,0.00021397574,0.000027736354],"category_scores_gemma":[0.0027339552,0.00029629836,0.00013610303,0.0012226609,0.00011116458,0.00042970045,0.00009169379,0.00017624271,0.000010968387],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040474214,0.00027948988,0.009132563,0.00013686424,0.00002737141,0.00000884152,0.00022493198,0.07048113,0.86571145,0.0003056955,0.00028430903,0.053002596],"study_design_scores_gemma":[0.0013540825,0.00032720674,0.116882525,0.00015100754,0.00003943019,0.000004743198,0.0000022628803,0.52430296,0.35532823,0.0013804466,0.000049463924,0.00017764673],"about_ca_topic_score_codex":0.00002932739,"about_ca_topic_score_gemma":0.0000051258457,"teacher_disagreement_score":0.51038325,"about_ca_system_score_codex":0.00016811556,"about_ca_system_score_gemma":0.00006698912,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W4407933755","doi":"10.1016/j.brs.2024.12.1054","title":"Interleaved iTBS-fMRI for assessing neural circuit engagement in ultra treatment-resistant depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Psychology; Treatment-resistant depression; Neuroscience; Biological neural network; Medicine; Major depressive disorder","score_opus":0.08985842353779375,"score_gpt":0.3505597081490961,"score_spread":0.2607012846113024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268649,0.00014140419,0.055657174,0.011403964,0.0008749986,0.0018352797,0.000028591037,0.00020651799,0.0029871576],"genre_scores_gemma":[0.9965346,0.0000035315325,0.00024921432,0.0022225634,0.000053117332,0.00018369411,0.000016427502,0.000015448775,0.0007214387],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983613,0.00031327235,0.00031650995,0.0005609657,0.000183929,0.0002640082],"domain_scores_gemma":[0.9903328,0.009276849,0.0001144962,0.00020616279,0.00003937109,0.000030342155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976952,0.00017958356,0.00022171867,0.00026541148,0.00038262294,0.000113959824,0.00010568558,0.000050735765,0.000012643173],"category_scores_gemma":[0.0071881427,0.00016806932,0.00008566927,0.0003640568,0.000044274253,0.0003263727,0.000040947853,0.00009641943,0.0000039631373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004923987,0.0004757054,0.025960956,0.00011164882,0.000034099383,0.000009964635,0.0015232792,0.03348124,0.76881295,0.004908631,0.0029921734,0.16119696],"study_design_scores_gemma":[0.009372438,0.00062999676,0.57497424,0.0005209532,0.000049511076,0.000004309928,0.0007814577,0.24369887,0.14226846,0.009991281,0.017036507,0.00067198457],"about_ca_topic_score_codex":0.000045510456,"about_ca_topic_score_gemma":0.00008540263,"teacher_disagreement_score":0.6265445,"about_ca_system_score_codex":0.0004443694,"about_ca_system_score_gemma":0.000070981354,"threshold_uncertainty_score":0.86053973},"labels":[],"label_agreement":null},{"id":"W4407933761","doi":"10.1016/j.brs.2024.12.946","title":"Excessive Pallidal Beta-Band Activity & Functional Connectivity: A Novel Intracranial Biomarker of Status Dystonicus","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Toronto Western Hospital; Parkinson's Clinic of Eastern Toronto & Movement Disorders Centre; Hospital for Sick Children; Krembil Foundation; SickKids Foundation; University of Toronto","funders":"","keywords":"BETA (programming language); Biomarker; Functional connectivity; Neuroscience; Internal medicine; Medicine; Chemistry; Psychology; Computer science; Biochemistry","score_opus":0.04472516860908412,"score_gpt":0.32036127774356904,"score_spread":0.27563610913448494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598735,0.00006172886,0.035786506,0.0019201703,0.00016771744,0.00045646186,0.000051569983,0.00003967875,0.001642643],"genre_scores_gemma":[0.998574,0.0000042372303,0.0003307187,0.0004785835,0.000029593557,0.000021790725,0.00009984673,0.000008580472,0.00045265586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905556,0.000056175853,0.00019709054,0.00028877542,0.00021664027,0.00018572476],"domain_scores_gemma":[0.9990285,0.0005129572,0.00011234632,0.00016477871,0.00011708107,0.000064336324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010334078,0.00014071635,0.00028181504,0.000120844205,0.000079643876,0.000012077077,0.00002641812,0.00011654971,0.00018497906],"category_scores_gemma":[0.00032535743,0.00011382986,0.00009948869,0.0002588357,0.00008216923,0.00008636772,0.000023193894,0.000113545575,0.000008023325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011007988,0.0046283714,0.57371277,0.00021723707,0.00089626125,0.000044393186,0.00015695872,0.0018803551,0.29462916,0.0022505953,0.0017953839,0.1087805],"study_design_scores_gemma":[0.005956063,0.00024354072,0.9868431,0.000032830187,0.00014151726,0.0000034223367,0.000006062439,0.003080935,0.0011453216,0.0018399835,0.00062321755,0.00008397857],"about_ca_topic_score_codex":0.000100337966,"about_ca_topic_score_gemma":0.000056315115,"teacher_disagreement_score":0.41313034,"about_ca_system_score_codex":0.00006000568,"about_ca_system_score_gemma":0.00011134246,"threshold_uncertainty_score":0.4641847},"labels":[],"label_agreement":null},{"id":"W4407933784","doi":"10.1016/j.brs.2024.12.869","title":"Phyiscs of Neuromodulation with Magnetoelectric Nanoparticles","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuromodulation; Sacral nerve stimulation; Materials science; Neuroscience; Psychology; Medicine; Surgery; Central nervous system","score_opus":0.005787284949665411,"score_gpt":0.20397785488579173,"score_spread":0.19819056993612633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9618886,0.00010440231,0.035086565,0.00008081393,0.00006502619,0.00012892262,0.0000011266875,0.00010858412,0.0025359285],"genre_scores_gemma":[0.99863654,0.000005648012,0.0010887207,0.000034076937,0.000015706253,0.000005203084,0.000008171361,0.000010465424,0.00019546275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956876,0.000015554426,0.00014526233,0.00008321916,0.000091708695,0.00009551444],"domain_scores_gemma":[0.9997404,0.00007570647,0.000024382707,0.00011157371,0.000032063486,0.000015848193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006148745,0.0000695871,0.00009332558,0.00009416255,0.00002192258,0.000011477409,0.000040733936,0.000030525636,0.000029409115],"category_scores_gemma":[0.000024625477,0.000062228464,0.000019872112,0.00037727237,0.000011427117,0.0000736306,0.0000055544665,0.000040045717,0.000003862102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001672125,0.000020008149,0.003937067,0.00006608315,0.00001992827,9.095975e-7,0.000031713065,0.7279183,0.24008043,0.0032702663,0.0004178953,0.02422063],"study_design_scores_gemma":[0.00042293893,0.00006615031,0.16748668,0.000025613437,0.000020331625,0.0000011039344,0.000004841555,0.8057019,0.024383372,0.0005277497,0.0012763992,0.000082874445],"about_ca_topic_score_codex":0.0000091705615,"about_ca_topic_score_gemma":0.000008298696,"teacher_disagreement_score":0.21569706,"about_ca_system_score_codex":0.000013819837,"about_ca_system_score_gemma":0.000013894597,"threshold_uncertainty_score":0.2537603},"labels":[],"label_agreement":null},{"id":"W4407933802","doi":"10.1016/j.brs.2024.12.216","title":"Towards “synaptomic” deep brain stimulation: Electrophysiological targeting of basal ganglia pathways","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Deep brain stimulation; Neuroscience; Basal ganglia; Stimulation; Electrophysiology; Direct pathway of movement; Indirect pathway of movement; Biology; Medicine; Central nervous system; Pathology; Parkinson's disease; Disease","score_opus":0.018383819588659946,"score_gpt":0.2859825243316126,"score_spread":0.26759870474295266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808978,0.00020250931,0.0118861515,0.004006818,0.000103556114,0.0005784646,0.000008459382,0.00010686243,0.0022093712],"genre_scores_gemma":[0.9922335,0.000007679816,0.0020833001,0.005199558,0.00006466388,0.000019168574,0.00018707555,0.0000141526425,0.00019086356],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986209,0.00011997879,0.0004051299,0.0003679744,0.00022310142,0.0002628815],"domain_scores_gemma":[0.9990525,0.00043217506,0.0001229768,0.0002057711,0.00011651818,0.00007005928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016469198,0.00019386795,0.00037864823,0.0001229112,0.000098784825,0.0000121712255,0.00007574601,0.00014729043,0.00022359085],"category_scores_gemma":[0.0009469543,0.00015307653,0.00014839266,0.00036989202,0.00006913097,0.00006828074,0.00005235417,0.00016349672,0.00001593843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008969067,0.0036922526,0.1836647,0.00050341804,0.0007114472,0.00027853253,0.0005329189,0.049455818,0.58098763,0.025098925,0.02624296,0.11986235],"study_design_scores_gemma":[0.0047910265,0.0018674603,0.77997535,0.00006188266,0.00011341707,0.000001074987,0.000036334433,0.12210736,0.0046238666,0.086012326,0.0001957696,0.00021410908],"about_ca_topic_score_codex":0.000015056526,"about_ca_topic_score_gemma":0.0000015589908,"teacher_disagreement_score":0.5963107,"about_ca_system_score_codex":0.000058344238,"about_ca_system_score_gemma":0.00006880312,"threshold_uncertainty_score":0.62422794},"labels":[],"label_agreement":null},{"id":"W4407933814","doi":"10.1016/j.brs.2024.12.235","title":"Abnormal premovement interhemispheric interactions are present in the chronic but not in the acute or subacute post-stroke periods","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Cardiovascular Health and Disease Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Stroke (engine); Physical medicine and rehabilitation; Medicine; Chronic stroke; Acute stroke; Psychology; Physical therapy; Internal medicine; Rehabilitation; Physics","score_opus":0.017745479943543415,"score_gpt":0.33544731623116003,"score_spread":0.3177018362876166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98055995,0.00055148464,0.0026698546,0.013274399,0.00020366823,0.0017652762,0.000029896217,0.000027026561,0.00091846864],"genre_scores_gemma":[0.9933918,0.000048431746,0.000089504494,0.0039368407,0.00017340005,0.00025476285,0.00014293329,0.00000825806,0.0019540396],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985298,0.0002881692,0.0003722954,0.00023247374,0.0003396208,0.00023762476],"domain_scores_gemma":[0.9991016,0.00028173413,0.00008492933,0.0004150517,0.00007095421,0.000045777262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064554514,0.0001329373,0.00020072296,0.00013650523,0.00010014007,0.000052269537,0.00013513232,0.000058609472,0.00010906481],"category_scores_gemma":[0.00021613798,0.000082313745,0.00020707719,0.00036950954,0.000028447823,0.00013738094,0.000048159003,0.0002749788,0.000010621738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035682768,0.0060752393,0.22394177,0.004843599,0.0026130173,0.0015178134,0.026121879,0.038765416,0.057234436,0.0010513096,0.028746663,0.5734061],"study_design_scores_gemma":[0.0034906145,0.00012057581,0.9617996,0.0003001218,0.00021462949,0.000052064675,0.0015400511,0.02454778,0.0002070984,0.000031547064,0.0076023545,0.00009351303],"about_ca_topic_score_codex":0.0003145962,"about_ca_topic_score_gemma":0.0009055931,"teacher_disagreement_score":0.7378579,"about_ca_system_score_codex":0.0003359828,"about_ca_system_score_gemma":0.00026984137,"threshold_uncertainty_score":0.3356657},"labels":[],"label_agreement":null},{"id":"W4407933819","doi":"10.1016/j.brs.2024.12.874","title":"Parameter selection in VTA-based group analysis in Deep Brain Stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep brain stimulation; Selection (genetic algorithm); Stimulation; Brain stimulation; Neuroscience; Psychology; Medicine; Computer science; Internal medicine; Artificial intelligence","score_opus":0.018402795126691854,"score_gpt":0.3101785265900529,"score_spread":0.29177573146336105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94235146,0.000045573546,0.0538254,0.0026593977,0.000031691536,0.0006691339,0.0000018784411,0.000056198227,0.0003592902],"genre_scores_gemma":[0.99493253,0.0000013306633,0.0011880496,0.0034174782,0.000012242201,0.000051984127,0.00023614574,0.000009278438,0.00015096115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871945,0.00017394457,0.00035633086,0.00037230112,0.0001774015,0.00020054441],"domain_scores_gemma":[0.9989972,0.000723414,0.000069337395,0.00013390135,0.0000356353,0.00004047618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023988877,0.00014824793,0.00031231478,0.000926279,0.00004296088,0.000020008882,0.00003500322,0.00014721745,0.00010257906],"category_scores_gemma":[0.00055263314,0.00013542359,0.00011711969,0.002282559,0.000020725049,0.00009448871,0.0000117478,0.00014895386,0.000008344128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046095336,0.00044428642,0.74592274,0.0000187125,0.00006698131,0.000012181741,0.000036295554,0.24033947,0.00068760326,0.00013774275,0.00007182564,0.01180118],"study_design_scores_gemma":[0.0025283142,0.00014617114,0.547615,0.000016199323,0.000103560444,1.1760766e-7,0.00000438047,0.44752187,0.00003188938,0.0019514621,0.00002772029,0.00005335819],"about_ca_topic_score_codex":0.00018867986,"about_ca_topic_score_gemma":0.0011144719,"teacher_disagreement_score":0.20718238,"about_ca_system_score_codex":0.00015342521,"about_ca_system_score_gemma":0.00002731071,"threshold_uncertainty_score":0.5522414},"labels":[],"label_agreement":null},{"id":"W4407933825","doi":"10.1016/j.brs.2024.12.945","title":"Subthalamic local field potential dynamics during motor cortex and basal ganglia transcranial ultrasound stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Subthalamic nucleus; Basal ganglia; Neuroscience; Motor cortex; Local field potential; Stimulation; Deep brain stimulation; Psychology; Medicine; Parkinson's disease; Central nervous system; Internal medicine","score_opus":0.005539332784888314,"score_gpt":0.2509770020560562,"score_spread":0.24543766927116792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95387655,0.000053863292,0.04310644,0.0018325768,0.00014634385,0.0005112391,0.00001542465,0.00007250808,0.0003850689],"genre_scores_gemma":[0.9976307,0.00001117782,0.00019236957,0.001349306,0.000049658083,0.000009092134,0.00013403903,0.00001297792,0.0006106439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911976,0.00003869362,0.00021668339,0.00029240007,0.00015643286,0.00017600588],"domain_scores_gemma":[0.9995063,0.00021924761,0.000041553318,0.00012593137,0.000045402543,0.000061567305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000051375206,0.0001493467,0.00019422521,0.00010355295,0.00012671016,0.00002694593,0.000031725056,0.00014700202,0.000089987705],"category_scores_gemma":[0.00010978769,0.00013731778,0.00007127851,0.00013903763,0.000052603787,0.000085878266,0.000013458392,0.00012985601,0.000005074522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00971966,0.001417886,0.67638403,0.0005101709,0.00039381738,0.00041582086,0.00028688068,0.0139888115,0.25526813,0.002173645,0.00075023796,0.03869091],"study_design_scores_gemma":[0.004164797,0.000439053,0.82833046,0.000031994925,0.00011900792,0.000004894765,0.00001962307,0.16139153,0.00026092405,0.0051413756,0.000003899009,0.00009246944],"about_ca_topic_score_codex":0.000050227765,"about_ca_topic_score_gemma":0.000028498593,"teacher_disagreement_score":0.2550072,"about_ca_system_score_codex":0.00005954588,"about_ca_system_score_gemma":0.000025328902,"threshold_uncertainty_score":0.55996567},"labels":[],"label_agreement":null},{"id":"W4407933840","doi":"10.1016/j.brs.2024.12.361","title":"A single-blind RCT for evaluating the maintenance effectiveness of repetitive transcranial magnetic stimulation therapy in relapse prevention in patients with treatment-resistant depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Randomized controlled trial; Medicine; Depression (economics); Relapse prevention; Stimulation; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Internal medicine","score_opus":0.04676899111047377,"score_gpt":0.3377915241734352,"score_spread":0.29102253306296144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96962076,0.00008830217,0.024322456,0.000120415105,0.00011012473,0.005524921,0.000026401969,0.000032109507,0.00015448188],"genre_scores_gemma":[0.99867237,0.0000073875653,0.0007066277,0.000037663638,0.000012591049,0.0004410153,0.000025910933,0.00002328832,0.00007312206],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972535,0.00093555264,0.00060091243,0.0005704351,0.00038238286,0.00025724605],"domain_scores_gemma":[0.9946447,0.004645994,0.00022810533,0.0002586636,0.00020172402,0.00002081801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076318096,0.00024483103,0.00034653296,0.00031358376,0.00015963662,0.00003095025,0.000121624995,0.00009537823,0.0000118086655],"category_scores_gemma":[0.0012098366,0.00017448205,0.0000895465,0.000902593,0.00012613306,0.00021346282,0.000013669071,0.000093999486,5.744899e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07946472,0.0016784295,0.20312841,0.00016052923,0.000022452234,0.0000015925209,0.0015970969,0.25252143,0.35912764,0.00089396804,0.0000018324815,0.10140191],"study_design_scores_gemma":[0.03812297,0.0054346896,0.90512043,0.00068449246,0.000040177474,1.8564819e-7,0.000031425123,0.042877637,0.005041229,0.002479548,0.000009167305,0.00015802238],"about_ca_topic_score_codex":0.00007615673,"about_ca_topic_score_gemma":0.0001356551,"teacher_disagreement_score":0.70199203,"about_ca_system_score_codex":0.00022607052,"about_ca_system_score_gemma":0.000082587,"threshold_uncertainty_score":0.7115171},"labels":[],"label_agreement":null},{"id":"W4407933843","doi":"10.1016/j.brs.2024.12.274","title":"Revisiting brain stimulation for chronic pain: New approaches based on pathophysiology","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pathophysiology; Neuroscience; Chronic pain; Brain stimulation; Deep brain stimulation; Stimulation; Medicine; Physical medicine and rehabilitation; Psychology; Internal medicine; Disease","score_opus":0.047212260629697446,"score_gpt":0.3085378859666942,"score_spread":0.2613256253369967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043397035,0.0003183287,0.8948551,0.052620836,0.0001470786,0.003590467,0.0000072164707,0.00026477332,0.0047992016],"genre_scores_gemma":[0.9822451,0.000001956804,0.0071674604,0.0056895576,0.00041517048,0.000097956414,0.00080307183,0.000022402528,0.003557339],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987476,0.00018462354,0.00029350625,0.00038582747,0.00015423445,0.00023419404],"domain_scores_gemma":[0.9977061,0.0017855411,0.000114256305,0.00029687342,0.00003916908,0.000058064248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008400425,0.00018608621,0.00027379603,0.0002520886,0.0001369102,0.000023775932,0.00005119415,0.00010811698,0.00003890941],"category_scores_gemma":[0.00097363384,0.00017152242,0.00013569652,0.0002693075,0.000021004169,0.0000631363,0.000017755456,0.000080116886,0.000013757847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011224961,0.00030380167,0.01391347,0.00086752936,0.00016533352,0.000007047079,0.00009418567,0.2715441,0.002274039,0.012960409,0.016324168,0.68042344],"study_design_scores_gemma":[0.0056486395,0.0005635613,0.10257712,0.0003349862,0.000114131966,1.12801786e-7,0.000013475731,0.8790539,0.0001107565,0.004458595,0.006995941,0.00012881633],"about_ca_topic_score_codex":0.00001035006,"about_ca_topic_score_gemma":0.0000026138023,"teacher_disagreement_score":0.9388481,"about_ca_system_score_codex":0.0002822096,"about_ca_system_score_gemma":0.00014171675,"threshold_uncertainty_score":0.69944817},"labels":[],"label_agreement":null},{"id":"W4407933871","doi":"10.1016/j.brs.2024.12.377","title":"Investigating Brain’s Hemodynamic Activities in Response to Single Session of Repetitive Transcranial Magnetic Stimulation Measured by fNIRS","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Transcranial magnetic stimulation; Session (web analytics); Psychology; Neuroscience; Stimulation; Brain stimulation; Haemodynamic response; Transcranial alternating current stimulation; Physical medicine and rehabilitation; Medicine; Computer science; Internal medicine","score_opus":0.02834492702904784,"score_gpt":0.29411909674035186,"score_spread":0.265774169711304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646738,0.00006460217,0.027505262,0.0051391507,0.0002455058,0.0013249964,0.00007040203,0.00015549158,0.00082074635],"genre_scores_gemma":[0.9964102,0.000002034869,0.0016946478,0.0010908936,0.000026847889,0.000065691245,0.000015935164,0.000037363156,0.0006563745],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99624765,0.001023503,0.0008764194,0.0007761942,0.00068318984,0.00039305494],"domain_scores_gemma":[0.99377924,0.005424078,0.00021569194,0.0003459682,0.00013785559,0.00009717911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085726153,0.0003336846,0.00047580188,0.00074912136,0.0002216122,0.000061267136,0.0002164079,0.00017784697,0.00006236876],"category_scores_gemma":[0.007417127,0.0003748832,0.00010208901,0.001698294,0.00023674818,0.00037494377,0.000057162026,0.00021238344,0.0000069562343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015769146,0.00017527462,0.0031352178,0.000059840888,0.000004552165,0.000002189199,0.0027025966,0.07808252,0.9064387,0.00029438367,0.00019881231,0.0073290095],"study_design_scores_gemma":[0.0083122235,0.0013229788,0.7151754,0.0009088667,0.000060701168,0.0000035949445,0.0005846042,0.15634426,0.11274027,0.0032878816,0.0005307616,0.000728448],"about_ca_topic_score_codex":0.00011818973,"about_ca_topic_score_gemma":0.000103926184,"teacher_disagreement_score":0.79369843,"about_ca_system_score_codex":0.00026313053,"about_ca_system_score_gemma":0.00013528638,"threshold_uncertainty_score":0.9998703},"labels":[],"label_agreement":null},{"id":"W4407933876","doi":"10.1016/j.brs.2024.12.313","title":"Acute effects of 1Hz rTMS on central autonomic network dynamics in depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Laurentian University","funders":"","keywords":"Depression (economics); Psychology; Neuroscience; Dynamics (music); Medicine; Physical medicine and rehabilitation; Economics","score_opus":0.008537975685602689,"score_gpt":0.26515971362297797,"score_spread":0.2566217379373753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929056,0.000008364872,0.005321438,0.00014111603,0.00074327976,0.0002814666,0.0000021222465,0.00005507013,0.000541543],"genre_scores_gemma":[0.99916476,0.000007632919,0.00007781828,0.0005247752,0.000024506697,0.0000070377537,0.0000021648284,0.000007800216,0.00018352873],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991363,0.00005479783,0.00018000476,0.00027027944,0.00012015062,0.00023844546],"domain_scores_gemma":[0.9990938,0.00066564535,0.000053421016,0.0001526285,0.0000048704105,0.000029678893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006637826,0.00009629836,0.00012184098,0.00013755409,0.00005414235,0.00001695804,0.00013424846,0.000047940724,0.0000017593927],"category_scores_gemma":[0.00034940918,0.00009251422,0.000034705583,0.000489762,0.000029161825,0.00014109151,0.00004470692,0.00011454858,0.0000029520625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057025823,0.000035449983,0.004979455,0.000024615612,8.9380006e-7,0.00001189713,0.000023492861,0.51995075,0.4628427,0.006138953,0.00007325527,0.0058615482],"study_design_scores_gemma":[0.00041329308,0.000046619614,0.10808051,0.00011769669,0.0000036584825,8.1074836e-7,8.073528e-7,0.6881996,0.20248644,0.0005465985,0.00003893425,0.0000650368],"about_ca_topic_score_codex":0.000004988051,"about_ca_topic_score_gemma":0.000004420863,"teacher_disagreement_score":0.26035625,"about_ca_system_score_codex":0.000109764784,"about_ca_system_score_gemma":0.00002215681,"threshold_uncertainty_score":0.37726206},"labels":[],"label_agreement":null},{"id":"W4407933915","doi":"10.1016/j.brs.2024.12.477","title":"Deep brain stimulation mitigates memory deficits in a rodent model of traumatic brain injury","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sunnybrook Hospital","funders":"","keywords":"Traumatic brain injury; Rodent model; Neuroscience; Brain stimulation; Deep brain stimulation; Psychology; Stimulation; Physical medicine and rehabilitation; Medicine; Psychiatry; Internal medicine","score_opus":0.033528384849745005,"score_gpt":0.31619952657027506,"score_spread":0.28267114172053004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750296,0.00020003093,0.016313866,0.00597519,0.00005118183,0.0010830922,0.000010997062,0.00006453184,0.0012714992],"genre_scores_gemma":[0.9941914,0.0000060619705,0.0012598849,0.0036176895,0.00001289573,0.000047366786,0.00012213441,0.000019295903,0.00072325906],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840057,0.0001298602,0.0005809971,0.00036617753,0.00028196373,0.00024045694],"domain_scores_gemma":[0.9987502,0.0007013707,0.0001392257,0.00026687188,0.00007486255,0.000067437984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027295225,0.00021061086,0.00041570218,0.00036752629,0.000055769495,0.0000142735435,0.00007406613,0.00016271991,0.00006313435],"category_scores_gemma":[0.0008534107,0.00019010526,0.000115007635,0.00048959506,0.00005594403,0.00012573473,0.00003751602,0.00015108366,0.000009147918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012235318,0.0015158238,0.100861974,0.00042447908,0.00008808001,0.000019291743,0.0012229003,0.8154033,0.019823968,0.002024071,0.0011276763,0.056264915],"study_design_scores_gemma":[0.0032188117,0.00029117035,0.2771666,0.00016274994,0.00005452466,6.9028994e-7,0.00006152738,0.7029917,0.0005433309,0.015395999,0.000006756176,0.000106146086],"about_ca_topic_score_codex":0.00007214209,"about_ca_topic_score_gemma":0.00008655191,"teacher_disagreement_score":0.17630461,"about_ca_system_score_codex":0.0000892571,"about_ca_system_score_gemma":0.00007191921,"threshold_uncertainty_score":0.7752268},"labels":[],"label_agreement":null},{"id":"W4407933916","doi":"10.1016/j.brs.2024.12.386","title":"TMS-EEG markers of anxiety symptom state","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Anxiety; Electroencephalography; Psychology; Audiology; Medicine; Clinical psychology; Neuroscience; Psychiatry","score_opus":0.013979730683070844,"score_gpt":0.3372553052732239,"score_spread":0.32327557459015305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813817,0.00010392911,0.0026494742,0.0054343357,0.00024921968,0.00026585764,0.0000050753683,0.00009846355,0.009811925],"genre_scores_gemma":[0.99157566,0.00003447378,0.0007299363,0.0013154545,0.000016875601,0.0000051043853,0.000037615962,0.0000044425724,0.006280433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949586,0.00002128339,0.00019717039,0.000115671835,0.000074904216,0.00009509537],"domain_scores_gemma":[0.99957705,0.00008737379,0.00006324641,0.00017320384,0.000067954716,0.000031185766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016557662,0.0000576499,0.00012952738,0.00017226338,0.00006108434,0.0000031479194,0.000036329446,0.00008592703,0.00023298267],"category_scores_gemma":[0.000112515554,0.000054639953,0.000036871043,0.00015642609,0.00006492916,0.00003169565,0.000011366722,0.00010876911,0.000010403135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006070018,0.0003908342,0.7577245,0.00043379434,0.000104561375,8.8186334e-7,0.001151999,0.00020801113,0.003546542,0.042348146,0.059469633,0.13401404],"study_design_scores_gemma":[0.00075005833,0.00008051318,0.96593,0.000078092875,0.000021484002,0.0000010584184,0.00010200045,0.0008540782,0.00033547575,0.0039891717,0.02781542,0.000042634132],"about_ca_topic_score_codex":0.000015650323,"about_ca_topic_score_gemma":0.0000073249666,"teacher_disagreement_score":0.20820546,"about_ca_system_score_codex":0.000048636655,"about_ca_system_score_gemma":0.00014384369,"threshold_uncertainty_score":0.25509968},"labels":[],"label_agreement":null},{"id":"W4407933917","doi":"10.1016/j.brs.2024.12.475","title":"Investigating the effects of controlled-pulse parameter transcranial magnetic stimulation to reduce pain in fibromyalgia","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transcranial magnetic stimulation; Fibromyalgia; Medicine; Pulse (music); Stimulation; Physical medicine and rehabilitation; Deep transcranial magnetic stimulation; Neuroscience; Psychology; Physical therapy; Physics; Internal medicine","score_opus":0.019142155273560533,"score_gpt":0.28897657072421495,"score_spread":0.2698344154506544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654137,0.00016325341,0.026472904,0.003543719,0.0003871824,0.0034507723,0.000007705619,0.00009542678,0.0004653749],"genre_scores_gemma":[0.9964167,0.000004104365,0.0018136412,0.0012080115,0.000042182506,0.00021618741,0.0000038622265,0.00002409364,0.00027122567],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965589,0.0011520581,0.00089057453,0.00055936613,0.0004789093,0.00036019154],"domain_scores_gemma":[0.9823493,0.016928462,0.0001695435,0.00037769385,0.00010249949,0.000072538394],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009989224,0.00028976577,0.00051167293,0.00041339974,0.00020757115,0.00006372792,0.00028336278,0.00012499827,0.00004892671],"category_scores_gemma":[0.020356474,0.0002400122,0.00013939287,0.0015431832,0.00020181974,0.00016214498,0.000046475354,0.00020570614,0.000011147992],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076087326,0.0001304517,0.0045865946,0.00032665144,0.000011816688,0.0000032721684,0.0021680933,0.12374929,0.82452226,0.0020738477,0.00024252202,0.04142434],"study_design_scores_gemma":[0.015803115,0.001042057,0.6603271,0.00073347636,0.00010000849,0.0000013216728,0.00006873321,0.2986099,0.015420704,0.007386102,0.00013687387,0.00037061505],"about_ca_topic_score_codex":0.00010443127,"about_ca_topic_score_gemma":0.000023298871,"teacher_disagreement_score":0.8091015,"about_ca_system_score_codex":0.0000669662,"about_ca_system_score_gemma":0.00007326204,"threshold_uncertainty_score":0.9878955},"labels":[],"label_agreement":null},{"id":"W4407933925","doi":"10.1016/j.brs.2024.12.467","title":"Assessing effects and test-retest reproducibility on TMS/EEG and behavior of the most commonly used repetitive transcranial stimulation protocols","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Reproducibility; Transcranial magnetic stimulation; Neuroscience; Physical medicine and rehabilitation; Electroencephalography; Psychology; Medicine; Audiology; Stimulation; Chemistry","score_opus":0.04847856451896369,"score_gpt":0.35938323712234044,"score_spread":0.31090467260337673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839558,0.00001720186,0.0012744409,0.0011553272,0.00014517739,0.01296461,0.00003203973,0.000095461066,0.00035995228],"genre_scores_gemma":[0.99820274,0.0000011531145,0.00041441608,0.00033666258,0.000031715957,0.0009131964,0.0000035312926,0.000019566938,0.000076999415],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99730986,0.0004883713,0.0005477336,0.0010262168,0.00042337476,0.00020443095],"domain_scores_gemma":[0.9908797,0.007957588,0.00023376415,0.0007402582,0.00014182137,0.000046827674],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00073024497,0.00024946438,0.00034458766,0.00013503525,0.0004466638,0.00012427982,0.00013915508,0.00011867378,0.000007559732],"category_scores_gemma":[0.011845333,0.000205821,0.00006343135,0.00067696406,0.00043122924,0.00031886107,0.00006684457,0.000205055,9.045908e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021436265,0.00035204648,0.2591988,0.00023206892,0.000005943904,0.0000020907012,0.0006683763,0.002193354,0.723575,0.0011878001,0.000015101107,0.012355037],"study_design_scores_gemma":[0.0029090915,0.0003908791,0.95493275,0.00035767388,0.000091935275,0.000002494366,0.000023781666,0.010647346,0.029542904,0.00089750026,0.00003591749,0.00016771392],"about_ca_topic_score_codex":0.000042064137,"about_ca_topic_score_gemma":0.000022858776,"teacher_disagreement_score":0.69573396,"about_ca_system_score_codex":0.000050448747,"about_ca_system_score_gemma":0.00006776243,"threshold_uncertainty_score":0.9964783},"labels":[],"label_agreement":null},{"id":"W4407933997","doi":"10.1016/j.brs.2024.12.938","title":"Transcranial magnetic stimulation electric field modelling in three pediatric brain regions","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Transcranial magnetic stimulation; Neuroscience; Medicine; Stimulation; Physical medicine and rehabilitation; Psychology; Nuclear magnetic resonance; Physics","score_opus":0.03793405217352329,"score_gpt":0.28867648820785496,"score_spread":0.25074243603433166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407933997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55140424,0.00025248525,0.43904424,0.0057267905,0.00030810636,0.0010166095,0.000005011782,0.00021617764,0.0020263018],"genre_scores_gemma":[0.996119,0.00004524653,0.0012617051,0.0018257411,0.00017887405,0.00007129955,0.0000066601656,0.00003350353,0.00045797217],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971251,0.0002546236,0.0008132387,0.0007924429,0.00049427256,0.00052034034],"domain_scores_gemma":[0.99480766,0.0045222235,0.00013177886,0.0003714914,0.00009238438,0.000074467374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036839716,0.00033441582,0.0003630493,0.0010534038,0.00031595444,0.00009346799,0.00027759286,0.00023042165,0.00012187549],"category_scores_gemma":[0.0015050147,0.0003741009,0.00013707996,0.0029067358,0.000041291845,0.00032948467,0.000036652902,0.00035262905,0.000040675463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004775986,0.00020432178,0.016267663,0.00007085308,0.000004900404,0.000012145517,0.00055642164,0.8953651,0.059871275,0.015346128,0.0005981898,0.011225361],"study_design_scores_gemma":[0.003364018,0.00026713448,0.18039724,0.00003966564,0.00005320108,0.00000247268,0.000010521987,0.78729135,0.0006225649,0.027287548,0.00033063942,0.00033363677],"about_ca_topic_score_codex":0.00017323604,"about_ca_topic_score_gemma":0.00015300958,"teacher_disagreement_score":0.44471473,"about_ca_system_score_codex":0.00010955589,"about_ca_system_score_gemma":0.000112201786,"threshold_uncertainty_score":0.9998711},"labels":[],"label_agreement":null},{"id":"W4407934005","doi":"10.1016/j.brs.2024.12.862","title":"In-silico simulations show that multi-polar temporal interference stimulation reduces the stimulating current intensities needed to evoke neural activity","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"In silico; Current (fluid); Neuroscience; Stimulation; Polar; Interference (communication); Neural activity; Computer science; Psychology; Biology; Physics; Telecommunications; Engineering; Electrical engineering; Genetics","score_opus":0.09803845846573854,"score_gpt":0.3574388358609423,"score_spread":0.2594003773952038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710426,0.000027706226,0.021676157,0.004434788,0.0015047872,0.0010485735,0.000022152257,0.00019291538,0.000050361356],"genre_scores_gemma":[0.9973358,0.00000299781,0.00018552323,0.0020514354,0.000096282245,0.000038880695,0.000007696434,0.000027046688,0.00025433314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974814,0.0003207258,0.00047033248,0.0007767815,0.0004349009,0.000515843],"domain_scores_gemma":[0.99725807,0.0019483666,0.00015860531,0.00043733243,0.000092319475,0.0001052899],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034720282,0.0003542659,0.0003036741,0.00060880237,0.0005104588,0.00029346367,0.0004609286,0.00008902122,0.000016900554],"category_scores_gemma":[0.0030590103,0.0002999047,0.00009962903,0.0015860547,0.00015072995,0.0013588038,0.00026384467,0.0005091713,0.00001237523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008045069,0.00006713472,0.0037495869,0.000016783908,0.0000015318635,0.000003105761,0.0006862611,0.49669304,0.49117965,0.00016950906,0.00009764438,0.007255301],"study_design_scores_gemma":[0.00052205124,0.00006845073,0.041682288,0.000113470465,0.000008936022,0.000002792024,0.00012075998,0.79988176,0.15702869,0.00016245367,0.0001664288,0.00024190528],"about_ca_topic_score_codex":0.00014991903,"about_ca_topic_score_gemma":0.00008049689,"teacher_disagreement_score":0.33415097,"about_ca_system_score_codex":0.00017368351,"about_ca_system_score_gemma":0.00007152061,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W4407934007","doi":"10.1016/j.brs.2024.12.060","title":"Identification of temporal targets for closed-loop personalized brain stimulation in psychiatry","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Closed loop; Brain stimulation; Neuroscience; Identification (biology); Stimulation; Deep brain stimulation; Psychology; Medicine; Computer science; Biology; Internal medicine; Engineering; Control engineering","score_opus":0.02197767274132981,"score_gpt":0.33495147026727995,"score_spread":0.3129737975259501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96392244,0.00029471098,0.02282967,0.0107237715,0.00024748602,0.0016320306,0.000025132911,0.000046750793,0.0002780093],"genre_scores_gemma":[0.9951103,0.0000038184917,0.0014205574,0.0014545964,0.00003200909,0.000074266965,0.00039566928,0.000012702701,0.0014961103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881834,0.00006875638,0.0004977082,0.00029745253,0.00016822586,0.00014949644],"domain_scores_gemma":[0.99919045,0.00031562624,0.00017108199,0.00017766471,0.0001104452,0.000034726247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027727705,0.00012887194,0.00026226204,0.00024162338,0.000057174744,0.000011344472,0.000047217225,0.00012281217,0.000040427076],"category_scores_gemma":[0.0005352674,0.0001190372,0.00011244151,0.00035531158,0.00004351931,0.000094091825,0.000012637047,0.00007261755,0.000004335591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033443498,0.0016808313,0.91800153,0.00047561154,0.000116364354,0.00000379338,0.00025997288,0.0063435812,0.02621045,0.013944473,0.008572744,0.021046275],"study_design_scores_gemma":[0.008745868,0.0003371128,0.87449044,0.00008227278,0.00007269992,4.277957e-7,0.000038633327,0.08500637,0.00043245917,0.030320233,0.00037531156,0.00009815614],"about_ca_topic_score_codex":0.000028664474,"about_ca_topic_score_gemma":0.000023515575,"teacher_disagreement_score":0.07866279,"about_ca_system_score_codex":0.000048977912,"about_ca_system_score_gemma":0.00008048551,"threshold_uncertainty_score":0.48541963},"labels":[],"label_agreement":null},{"id":"W4407934013","doi":"10.1016/j.brs.2024.12.158","title":"A comparison of clinical outcomes using sequential right lateral orbitofrontal cortex/left DLPFC-TMS, versus conventional sequential bilateral DLPFC-TMS for major depressive disorder, in a large naturalistic patient sample","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Orbitofrontal cortex; Psychology; Major depressive disorder; Physical medicine and rehabilitation; Dorsolateral prefrontal cortex; Medicine; Audiology; Psychiatry; Cognition","score_opus":0.09531313357504802,"score_gpt":0.4194767110025399,"score_spread":0.3241635774274919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699982,0.000060507802,0.02220365,0.00089950627,0.004465857,0.0013828904,0.00085368496,0.00007282619,0.000062874584],"genre_scores_gemma":[0.99681586,0.0000013546429,0.0018261102,0.0006504913,0.0001495587,0.000058343903,0.00036292098,0.000030021387,0.00010535188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99604905,0.00054282486,0.0014165412,0.00090198807,0.0005761043,0.00051349035],"domain_scores_gemma":[0.986527,0.012328467,0.000594345,0.00028662168,0.00018481082,0.00007870854],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046186903,0.0003640283,0.00082916336,0.0003367476,0.00044144364,0.0000784479,0.00023123679,0.00023720496,0.00009727325],"category_scores_gemma":[0.010929129,0.00034771394,0.0004187942,0.00033767291,0.00025609854,0.0004078321,0.0002634233,0.00034477422,0.000004608447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00542736,0.0012910067,0.9252234,0.00016080418,0.0002469589,0.000016904089,0.00053676026,0.028511174,0.01642939,0.020745756,0.0008756901,0.00053478783],"study_design_scores_gemma":[0.015324684,0.0005048821,0.5999389,0.00014075656,0.00015579184,0.0000047142958,0.00008376993,0.3751009,0.002273971,0.0044542393,0.0015493724,0.00046793965],"about_ca_topic_score_codex":0.00069594604,"about_ca_topic_score_gemma":0.0012119063,"teacher_disagreement_score":0.34658974,"about_ca_system_score_codex":0.00026697826,"about_ca_system_score_gemma":0.00022387362,"threshold_uncertainty_score":0.9998975},"labels":[],"label_agreement":null},{"id":"W4407934042","doi":"10.1016/j.brs.2024.12.878","title":"Repetitive transcranial magnetic stimulation for the treatment of complex regional pain syndrome: A pilot study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Pain Management and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Transcranial magnetic stimulation; Complex regional pain syndrome; Deep transcranial magnetic stimulation; Stimulation; Medicine; Physical medicine and rehabilitation; Neuroscience; Psychology; Physical therapy","score_opus":0.06491609728596968,"score_gpt":0.3324206424803577,"score_spread":0.267504545194388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90613514,0.00035934796,0.078453556,0.005756659,0.00009757797,0.008548173,0.000020288893,0.00007577025,0.0005535036],"genre_scores_gemma":[0.99576205,0.000014982917,0.00096880266,0.00028886244,0.00004691316,0.00034259536,0.00018956362,0.000012404316,0.0023738148],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998906,0.00016868043,0.00031495088,0.0002553634,0.00021834201,0.00013662282],"domain_scores_gemma":[0.9979581,0.0015616585,0.00008307511,0.00026285736,0.000106492706,0.000027819153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047441857,0.00015474064,0.00026420754,0.00015015881,0.00014158597,0.000012801296,0.000047301593,0.000026515872,0.0000741783],"category_scores_gemma":[0.00009833758,0.000108827284,0.000104771556,0.00024558758,0.000052375548,0.00003571838,0.0000057389525,0.000026975886,0.0000025987788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023004457,0.04526066,0.41081324,0.0006467861,0.00376418,0.00009864472,0.0065930807,0.02500327,0.0042195776,0.009138922,0.0067057307,0.46475145],"study_design_scores_gemma":[0.013598957,0.020364208,0.8438753,0.000060091257,0.00079801015,0.0000017267131,0.00028333633,0.11750162,0.00001105084,0.0006077902,0.002819819,0.000078119934],"about_ca_topic_score_codex":0.0001151499,"about_ca_topic_score_gemma":0.000065765846,"teacher_disagreement_score":0.4646733,"about_ca_system_score_codex":0.00014286819,"about_ca_system_score_gemma":0.000041592226,"threshold_uncertainty_score":0.4437848},"labels":[],"label_agreement":null},{"id":"W4407934052","doi":"10.1016/j.brs.2024.12.443","title":"A unified brain network associated with heterogeneous atrophy patterns in schizophrenia","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Schizophrenia (object-oriented programming); Atrophy; Neuroscience; Medicine; Psychology; Psychiatry; Pathology","score_opus":0.02251933275811949,"score_gpt":0.26153124030804326,"score_spread":0.23901190754992377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98313063,0.000031415082,0.006117461,0.0086573735,0.0003029052,0.0005404937,0.000020053138,0.00019530015,0.0010043357],"genre_scores_gemma":[0.99114347,0.0000015360504,0.00012549621,0.00788501,0.000088042056,0.000050190032,0.000020722004,0.000023020759,0.0006625315],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9980475,0.00040084295,0.00027754452,0.0005981369,0.00030994622,0.00036608073],"domain_scores_gemma":[0.99041224,0.009106783,0.000119953256,0.0002610102,0.000060375427,0.000039660663],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003444585,0.00021578606,0.00025274605,0.00022844858,0.00025585984,0.00006594747,0.00015514069,0.00010115678,0.000025084857],"category_scores_gemma":[0.008543729,0.00020797676,0.000058371097,0.0011870158,0.000077107296,0.0001670137,0.00009689179,0.00021145977,0.000014832789],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015896116,0.0002876793,0.11520874,0.000040740753,0.00008610019,0.00011508328,0.0003017251,0.8446532,0.013457291,0.010510553,0.007188334,0.0065609543],"study_design_scores_gemma":[0.0058054514,0.00041753796,0.8686137,0.00040082072,0.000029837282,0.000009851081,0.000027153039,0.106733,0.00254389,0.013280625,0.0015666556,0.0005714882],"about_ca_topic_score_codex":0.00005447347,"about_ca_topic_score_gemma":0.00089111825,"teacher_disagreement_score":0.753405,"about_ca_system_score_codex":0.00020573361,"about_ca_system_score_gemma":0.00007786551,"threshold_uncertainty_score":0.9998077},"labels":[],"label_agreement":null},{"id":"W4407934064","doi":"10.1016/j.brs.2024.12.252","title":"Preliminary investigation on EEG phase-triggered TMS with concurrent fMRI","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Electroencephalography; EEG-fMRI; Neuroscience; Psychology","score_opus":0.03704545297095069,"score_gpt":0.3684178296509496,"score_spread":0.3313723766799989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934064","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33881256,0.000094912044,0.6447675,0.009591333,0.00006247855,0.001793892,0.000014527307,0.00040271768,0.004460037],"genre_scores_gemma":[0.984681,0.000007660141,0.0119582005,0.0013403103,0.00004528401,0.0001623901,0.00033841838,0.000014286971,0.0014524375],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999266,0.000020873682,0.00019900761,0.00024290875,0.00015429362,0.00011686867],"domain_scores_gemma":[0.9993496,0.00015579375,0.00008553636,0.00024601255,0.00010123282,0.00006184709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008536402,0.000117664444,0.00014660948,0.0001304546,0.00009738591,0.000011329349,0.000041551488,0.0000696767,0.000025412322],"category_scores_gemma":[0.00008375651,0.000098164965,0.00003274978,0.0003382193,0.000061212755,0.00007305681,0.000013562184,0.00012266783,0.000012734225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032434606,0.001916839,0.0075674746,0.000326132,0.000089023204,0.000019675359,0.0007194732,0.0340826,0.09153849,0.16769415,0.059369396,0.6334333],"study_design_scores_gemma":[0.028555898,0.009754813,0.27313235,0.0030843327,0.00056017446,0.000041334955,0.00023671551,0.39224967,0.080321215,0.032011047,0.17900972,0.0010426962],"about_ca_topic_score_codex":0.000005008259,"about_ca_topic_score_gemma":0.000001072536,"teacher_disagreement_score":0.6458685,"about_ca_system_score_codex":0.00009044311,"about_ca_system_score_gemma":0.00007901174,"threshold_uncertainty_score":0.4003051},"labels":[],"label_agreement":null},{"id":"W4407934099","doi":"10.1016/j.brs.2024.12.376","title":"Long-term effects of 4-week tACS paired with cognitive exercise treatment in dementia population in a randomized controlled study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dementia; Randomized controlled trial; Term (time); Physical medicine and rehabilitation; Cognition; Medicine; Physical therapy; Population; Psychology; Psychiatry; Internal medicine; Disease; Physics","score_opus":0.01153167084375761,"score_gpt":0.3250096808764592,"score_spread":0.3134780100327016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796283,0.0003379231,0.0018879386,0.000101211706,0.000036106452,0.0176793,0.0000016473274,0.000023625853,0.0003039392],"genre_scores_gemma":[0.9974336,0.000025110454,0.00005459054,0.000043715765,0.000010034406,0.001826882,0.00014116436,0.000013015121,0.000451866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977027,0.00072216784,0.00065375096,0.00031245645,0.00038147415,0.00022743506],"domain_scores_gemma":[0.9976215,0.0018453903,0.00017359268,0.0001307927,0.00018108738,0.000047636287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009985366,0.00020260578,0.0012994653,0.0007756953,0.000036243426,0.000019838599,0.00003449039,0.000060943243,0.000036517118],"category_scores_gemma":[0.0007919297,0.0001441729,0.00013943357,0.00057747826,0.000054443757,0.00010771798,0.000021382677,0.00008305001,0.0000022613788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.22732306,0.0038994648,0.7513661,0.00018244174,0.00053170125,0.000092326576,0.00075403973,0.00010365889,0.0002230097,0.000011417174,0.0000014248575,0.015511357],"study_design_scores_gemma":[0.42006743,0.0010643608,0.5735716,0.0010107291,0.00081197405,4.4141387e-7,0.00013380035,0.0028791286,0.0003603795,0.00003916047,8.420787e-8,0.00006088301],"about_ca_topic_score_codex":0.00041585468,"about_ca_topic_score_gemma":0.00048466815,"teacher_disagreement_score":0.19274437,"about_ca_system_score_codex":0.00015015983,"about_ca_system_score_gemma":0.00011843447,"threshold_uncertainty_score":0.58792},"labels":[],"label_agreement":null},{"id":"W4407934175","doi":"10.1016/j.brs.2024.12.857","title":"The Safety, Clinical, and Neurophysiological Effects of Intranasal Ketamine in Patients Who Do Not Respond to Electroconvulsive Therapy (SURE-Trial). Protocol for a Pilot, Open-Label Clinical Trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Ketamine; Electroconvulsive therapy; Medicine; Clinical trial; Nasal administration; Protocol (science); Open label; Anesthesia; Neurophysiology; Pharmacology; Psychiatry; Internal medicine; Electroconvulsive Shock; Alternative medicine","score_opus":0.1038043861683772,"score_gpt":0.47919726946705055,"score_spread":0.3753928832986734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.747151,0.000009841077,0.00027833367,0.0019702618,0.00020634665,0.25032943,0.0000052085816,0.000017963215,0.00003161667],"genre_scores_gemma":[0.9378303,0.000029213175,0.0009636802,0.0014776394,0.0003011379,0.05903443,0.000031731215,0.000029881543,0.0003019581],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963838,0.0012195996,0.001305149,0.0005710819,0.00027449123,0.0002458934],"domain_scores_gemma":[0.9887266,0.010238269,0.0003244994,0.00041310114,0.0001962183,0.00010131583],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018276497,0.00021635313,0.00075881666,0.00012303953,0.00012800515,0.000050344228,0.00021882661,0.00018993756,0.000003792222],"category_scores_gemma":[0.008531356,0.00013198555,0.00009631485,0.00029356667,0.00014125249,0.000086887456,0.00015588627,0.00026079244,0.0000013276925],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.878373,0.004267768,0.012706474,0.00006133446,0.00007823989,0.000002451996,0.000025124948,0.0000116979745,0.0017311568,0.00014808426,0.0011768752,0.10141778],"study_design_scores_gemma":[0.5072551,0.059745114,0.42955595,0.00021209825,0.000034242017,1.02229976e-7,0.0000013867868,0.00050695636,0.0003980495,0.00038468587,0.0018282956,0.00007803892],"about_ca_topic_score_codex":0.000007709075,"about_ca_topic_score_gemma":0.000005743372,"teacher_disagreement_score":0.41684946,"about_ca_system_score_codex":0.000040568797,"about_ca_system_score_gemma":0.00016006992,"threshold_uncertainty_score":0.99982023},"labels":[],"label_agreement":null},{"id":"W4407934201","doi":"10.1016/j.brs.2024.12.317","title":"Treatment expectations and clinical outcomes following repetitive transcranial magnetic stimulation for treatment-resistant depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Treatment-resistant depression; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Medicine; Psychology; Neuroscience; Stimulation; Major depressive disorder; Cognition","score_opus":0.05255366447357929,"score_gpt":0.3807525079765637,"score_spread":0.3281988435029844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95485014,0.00027126615,0.03894599,0.001432241,0.0005936805,0.0026775291,0.00009447156,0.00023236655,0.00090234325],"genre_scores_gemma":[0.99486536,0.000027069147,0.0030741747,0.00019230177,0.00007120289,0.00031628791,0.000038281774,0.000030659117,0.0013846693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756503,0.00027012438,0.0007604573,0.0008400042,0.0002536847,0.000310702],"domain_scores_gemma":[0.99287957,0.0065152454,0.00014193336,0.00029151054,0.000079740385,0.00009201316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013869768,0.00035267268,0.00051927514,0.00025443977,0.00062625157,0.000097890086,0.00008740171,0.00015001949,0.000029731942],"category_scores_gemma":[0.0013622572,0.00029898435,0.00037019374,0.00033764396,0.00012906593,0.00022777381,0.000018074343,0.00004903689,0.000007684071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004618596,0.0021770073,0.48571095,0.0000851785,0.0003761075,0.000033034292,0.0058951946,0.009885451,0.1490677,0.009253697,0.00011313268,0.33278397],"study_design_scores_gemma":[0.017740233,0.0019468558,0.92555505,0.000056789595,0.000551063,0.0000012853154,0.00024590385,0.049726214,0.0011054617,0.0018914496,0.0008424088,0.00033726176],"about_ca_topic_score_codex":0.00007253609,"about_ca_topic_score_gemma":0.00010720282,"teacher_disagreement_score":0.43984413,"about_ca_system_score_codex":0.00017122569,"about_ca_system_score_gemma":0.00008112772,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4407934212","doi":"10.1016/j.brs.2024.12.798","title":"Investigating the dynamics of evoked neural resonant activity during movement","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Neural activity; Neuroscience; Dynamics (music); Movement (music); Psychology; Acoustics; Physics","score_opus":0.02566200029025266,"score_gpt":0.2774097394897929,"score_spread":0.25174773919954024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030256,0.000004929276,0.0023556328,0.006116619,0.00028320597,0.0003318094,0.000009361718,0.000048435322,0.00054745964],"genre_scores_gemma":[0.9979299,0.0000017074441,0.000048447324,0.0008736481,0.000027309032,0.000011138332,0.0000048664174,0.000008132245,0.0010948653],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898314,0.00015836995,0.00021874148,0.00025159022,0.00023220977,0.00015594772],"domain_scores_gemma":[0.9989328,0.0006246506,0.00015405327,0.00022848646,0.000036194706,0.000023813784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022091626,0.00010192106,0.00010709045,0.000085086045,0.00026898505,0.00003799924,0.00014085781,0.00004140101,0.0000066428784],"category_scores_gemma":[0.0010557896,0.0000769339,0.00005297356,0.00044240354,0.000091157315,0.00015632162,0.00009933465,0.00013895417,0.0000013434636],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038893184,0.000032765263,0.0054293135,0.000037879978,0.0000032856096,8.1834634e-7,0.00007535059,0.031239342,0.93011147,0.019724319,0.000044776683,0.013261768],"study_design_scores_gemma":[0.00027061417,0.000024325931,0.19218312,0.000026354264,0.00000525075,6.283704e-7,0.000014718032,0.74809533,0.05414341,0.005168005,0.000012273608,0.000055983706],"about_ca_topic_score_codex":0.000057623834,"about_ca_topic_score_gemma":0.00004428119,"teacher_disagreement_score":0.8759681,"about_ca_system_score_codex":0.000090275185,"about_ca_system_score_gemma":0.000026609869,"threshold_uncertainty_score":0.31372735},"labels":[],"label_agreement":null},{"id":"W4407934233","doi":"10.1016/j.brs.2024.12.546","title":"Comparative Effectiveness of High Frequency (HF) Stimulation vs. Theta Burst Stimulation (TBS) in Depression: Insights from a Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Stimulation; Depression (economics); Medicine; Retrospective cohort study; Cohort; Psychology; Internal medicine","score_opus":0.027891103272630065,"score_gpt":0.30869744552321016,"score_spread":0.2808063422505801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98465675,0.00008942335,0.008667204,0.00018825183,0.000656791,0.0039008884,0.000063826286,0.00015410486,0.0016227533],"genre_scores_gemma":[0.99906963,0.0000029913144,0.00019667506,0.00016912588,0.00008053685,0.00028053773,0.00010367851,0.000028699598,0.000068105546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467015,0.0019618548,0.0007973686,0.0013729043,0.00090345455,0.00029427034],"domain_scores_gemma":[0.979332,0.01913501,0.00042875824,0.0006308494,0.00041699407,0.000056422414],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008320862,0.00043574077,0.0009968028,0.0006933619,0.00037975403,0.000067700465,0.00028031116,0.00019818166,0.00004566387],"category_scores_gemma":[0.007568777,0.000425051,0.000114211965,0.0018225281,0.00020063769,0.0008127365,0.0001951091,0.0003666928,0.000018471967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011235556,0.00077776593,0.76370573,0.00003495753,0.00008663513,0.000007013992,0.0011238517,0.19403902,0.03534924,0.003530109,0.00004689808,0.00017524832],"study_design_scores_gemma":[0.0037598475,0.00033361328,0.88702446,0.00025913308,0.0000776097,5.528215e-7,0.00015295246,0.058551777,0.013868597,0.03565493,0.0000066981843,0.00030984666],"about_ca_topic_score_codex":0.00180502,"about_ca_topic_score_gemma":0.00055590173,"teacher_disagreement_score":0.13548724,"about_ca_system_score_codex":0.0007273381,"about_ca_system_score_gemma":0.00012995406,"threshold_uncertainty_score":0.9998201},"labels":[],"label_agreement":null},{"id":"W4407934243","doi":"10.1016/j.brs.2024.12.020","title":"The oculomotor system of the non-human primate as a preclinical model for temporal interference brain stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Neuroscience; Primate; Stimulation; Deep brain stimulation; Interference (communication); Psychology; Brain stimulation; Computer science; Medicine; Telecommunications","score_opus":0.056504830645501915,"score_gpt":0.38759923884976977,"score_spread":0.33109440820426783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75502425,0.000015083476,0.23870157,0.0027507395,0.00056509237,0.0017648484,0.00003118115,0.00010465989,0.0010425687],"genre_scores_gemma":[0.99540025,4.887482e-7,0.00064850016,0.0006610008,0.000068950285,0.00007889157,0.000007861233,0.00001737985,0.003116682],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980021,0.00028673137,0.00070272066,0.00045768768,0.0002942167,0.00025652355],"domain_scores_gemma":[0.9956054,0.003303759,0.00037771984,0.00052875944,0.00014429052,0.000040089915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087936065,0.00019204456,0.0002412051,0.00008201769,0.00052865944,0.00014589883,0.00065485574,0.0001196083,0.0000034055076],"category_scores_gemma":[0.0017062952,0.00012147637,0.00017254474,0.00028073427,0.00017961676,0.00020520888,0.00021843213,0.00017224347,0.000005256124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011812103,0.00035899202,0.007419285,0.0008754051,0.00006990761,0.0000013630032,0.002997046,0.46058926,0.39324877,0.10632118,0.011006015,0.01593157],"study_design_scores_gemma":[0.0008658327,0.00015165049,0.005378732,0.000315179,0.000018245735,0.0000016160136,0.000042011197,0.9597064,0.028000353,0.005086979,0.0003134998,0.0001195048],"about_ca_topic_score_codex":0.00001931655,"about_ca_topic_score_gemma":0.000018414783,"teacher_disagreement_score":0.49911714,"about_ca_system_score_codex":0.00008782523,"about_ca_system_score_gemma":0.00012945029,"threshold_uncertainty_score":0.49536628},"labels":[],"label_agreement":null},{"id":"W4407934307","doi":"10.1016/j.brs.2024.12.504","title":"The role of wavelength, power density and melanin tPBM-induced BOLD fMRI response","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; AGE-WELL","keywords":"Psychology; Neuroscience; Melanin; Cognitive psychology; Biology","score_opus":0.01863995075174509,"score_gpt":0.27391237778112393,"score_spread":0.25527242702937886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99281174,0.00002408253,0.00059627957,0.003912234,0.00016028403,0.00023286152,0.000001804899,0.000057431535,0.00220329],"genre_scores_gemma":[0.99834055,0.0000046537853,0.00003641805,0.0005171469,0.000010293537,0.0000088127235,7.997495e-7,0.00000667892,0.0010746319],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988577,0.00039651946,0.0002121569,0.00024155041,0.00017222059,0.000119863325],"domain_scores_gemma":[0.99768007,0.0018666587,0.000109648274,0.0002541649,0.00005815648,0.00003130502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006555899,0.00008226119,0.00008834578,0.00009032623,0.000299958,0.0000462517,0.00009853872,0.00006577981,0.000012486255],"category_scores_gemma":[0.0030041034,0.000067053305,0.00003142397,0.0003211548,0.00008287177,0.00009333821,0.000039269762,0.00010710036,0.000009615802],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047966532,0.000022250973,0.0005562435,0.0000026000096,0.0000025428697,4.8316383e-7,0.00024114459,0.00002296066,0.95461726,0.017913379,0.00017682117,0.025964668],"study_design_scores_gemma":[0.00044474035,0.000070589485,0.28421783,0.000012886767,0.0000062654412,0.00000451646,0.00022106043,0.028710624,0.6739072,0.0054115965,0.0069105756,0.000082069295],"about_ca_topic_score_codex":0.000008749745,"about_ca_topic_score_gemma":0.000007691403,"teacher_disagreement_score":0.2836616,"about_ca_system_score_codex":0.00003556617,"about_ca_system_score_gemma":0.000044720557,"threshold_uncertainty_score":0.35964093},"labels":[],"label_agreement":null},{"id":"W4407934316","doi":"10.1016/j.brs.2024.12.778","title":"Personalized Beta Band HD-tACS Improves Speech Reaction Times by Modulating Low-Frequency Prefrontal Oscillations","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Speech and Audio Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BETA (programming language); Neuroscience; Physics; Audiology; Medicine; Psychology; Computer science","score_opus":0.008632030023533768,"score_gpt":0.2593545796009908,"score_spread":0.25072254957745704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934316","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4656159,0.00044092437,0.5168337,0.0028695578,0.00044414584,0.0004282567,0.000009866792,0.00042114724,0.012936456],"genre_scores_gemma":[0.9437672,0.000003980393,0.052320927,0.000352134,0.00010084389,0.000013024472,0.000073166586,0.000012303172,0.0033564575],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984658,0.00007200265,0.00035335837,0.00050045707,0.0003308797,0.0002775263],"domain_scores_gemma":[0.9990464,0.00022115218,0.00018974207,0.00033630984,0.00014245036,0.000063976884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031198392,0.00018719466,0.00018879065,0.00018359414,0.00042559177,0.00031111063,0.0002894761,0.0001171674,0.000021169511],"category_scores_gemma":[0.00023783583,0.0001916788,0.00007572824,0.0006032631,0.000047490936,0.0012937025,0.00007107957,0.00014196734,0.000018176064],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015822528,0.00006620629,0.0032249298,0.000051733674,0.000036845133,0.0000022383272,0.0005590384,0.0013373365,0.8433673,0.0025385,0.0029632098,0.14583685],"study_design_scores_gemma":[0.0027272708,0.00012768798,0.08489166,0.00034212394,0.000059171205,0.000018036468,0.00012627197,0.6641245,0.20891662,0.03516367,0.0026656168,0.0008373961],"about_ca_topic_score_codex":0.00007111697,"about_ca_topic_score_gemma":0.000013498217,"teacher_disagreement_score":0.66278714,"about_ca_system_score_codex":0.00015123592,"about_ca_system_score_gemma":0.00013153793,"threshold_uncertainty_score":0.78164345},"labels":[],"label_agreement":null},{"id":"W4407934318","doi":"10.1016/j.brs.2024.12.611","title":"Enhancing Mindfulness Meditation with High-Frequency Transcranial Photobiomodulation: A Randomized, Double-Blind, Sham-Controlled Crossover Study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Crossover study; Mindfulness; Meditation; Randomized controlled trial; Medicine; Mindfulness meditation; Physical medicine and rehabilitation; Double blind; Psychology; Clinical psychology; Placebo; Internal medicine; Alternative medicine","score_opus":0.01581922084587595,"score_gpt":0.32728410100384103,"score_spread":0.3114648801579651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7716039,0.00005129719,0.21637125,0.0019757452,0.00040885693,0.008159227,0.0000061221185,0.00012501066,0.0012986172],"genre_scores_gemma":[0.99229974,6.6590843e-7,0.0016318508,0.0004486574,0.00043588673,0.0022846842,0.00035188402,0.000027917888,0.0025187451],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997464,0.00018779289,0.00091096526,0.00054974837,0.000626025,0.000261486],"domain_scores_gemma":[0.997772,0.00087533344,0.00026297837,0.00050434936,0.00047519238,0.00011016198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013560088,0.00029764036,0.00097645976,0.000364088,0.0002812706,0.00006877315,0.00012190593,0.00017308399,0.0003106211],"category_scores_gemma":[0.00043234724,0.00022404439,0.00015956837,0.00093022775,0.00017139349,0.0002803429,0.00001713365,0.00023230868,0.00001978483],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97236115,0.001490225,0.002239027,0.00023318498,0.00097552873,0.000058729027,0.0021399336,0.0019061179,0.008753401,0.006427767,0.00025473177,0.0031601952],"study_design_scores_gemma":[0.9698644,0.00034973808,0.010290749,0.00029830507,0.0016194404,0.000026985119,0.0004697336,0.0050582704,0.009989096,0.0017292371,0.000056844787,0.00024715113],"about_ca_topic_score_codex":0.00018373881,"about_ca_topic_score_gemma":0.00016846717,"teacher_disagreement_score":0.22069584,"about_ca_system_score_codex":0.00015465339,"about_ca_system_score_gemma":0.00026934213,"threshold_uncertainty_score":0.9136265},"labels":[],"label_agreement":null},{"id":"W4407934343","doi":"10.1016/j.brs.2024.12.255","title":"The association between cross-frequency coupling and neuroplasticity via paired associative stimulation: TMS-EEG study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Association (psychology); Neuroscience; Associative property; Neuroplasticity; Electroencephalography; Psychology; Stimulation; Audiology; Medicine; Psychotherapist; Mathematics","score_opus":0.03092498199254744,"score_gpt":0.3235206886641432,"score_spread":0.29259570667159573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776729,0.000027918353,0.019143878,0.0010915939,0.00056714466,0.00084620126,0.000019933734,0.00018949946,0.00044098392],"genre_scores_gemma":[0.99854475,0.000002815475,0.00010725023,0.0003624985,0.0001468131,0.000022980352,0.000008729127,0.000017369748,0.000786776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751866,0.00046333612,0.0005489605,0.0005763295,0.0005460424,0.00034668203],"domain_scores_gemma":[0.98793834,0.011152093,0.0003834096,0.0002453192,0.00022207017,0.00005876358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001224231,0.0002267498,0.00025816285,0.000116614734,0.0012057682,0.0005331889,0.00026044765,0.00012970105,0.0000070379097],"category_scores_gemma":[0.0047641513,0.00018957142,0.00006146543,0.00055490405,0.00008978334,0.000424498,0.00015484558,0.00029668372,0.000013929947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041271313,0.00009385552,0.96558785,0.000011539807,0.00004972327,0.0000027386911,0.0008100492,0.020939948,0.008453918,0.00059121416,0.00021444164,0.0032034407],"study_design_scores_gemma":[0.0009809859,0.00014365383,0.8065144,0.000021441003,0.000040152132,3.788879e-7,0.00004693025,0.1883252,0.0011246566,0.0025504855,0.00010449471,0.00014723338],"about_ca_topic_score_codex":0.00003683885,"about_ca_topic_score_gemma":0.000030114797,"teacher_disagreement_score":0.16738524,"about_ca_system_score_codex":0.00026911753,"about_ca_system_score_gemma":0.000056657595,"threshold_uncertainty_score":0.9273916},"labels":[],"label_agreement":null},{"id":"W4407934353","doi":"10.1016/j.brs.2024.12.378","title":"Treatment of Alzheimer’s disease (AD) using transcranial alternating current stimulation (tACS); when to assess tACS efficacy","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Riverview Hospital","funders":"","keywords":"Transcranial alternating current stimulation; Medicine; Transcranial direct-current stimulation; Current (fluid); Neuroscience; Psychology; Stimulation; Physical medicine and rehabilitation; Transcranial magnetic stimulation; Physics","score_opus":0.1727378588589762,"score_gpt":0.4057268261366055,"score_spread":0.2329889672776293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84488684,0.00042942638,0.15052383,0.0009907337,0.0008094215,0.0018821306,0.00008137848,0.00016498461,0.00023123229],"genre_scores_gemma":[0.9957907,0.000019511026,0.0036906505,0.00017253544,0.0001415181,0.000050353545,0.000024858955,0.00003788218,0.000071973904],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971164,0.0002827268,0.0008395742,0.0007528354,0.00063092244,0.00037755695],"domain_scores_gemma":[0.99757034,0.0014192562,0.00023759431,0.0004109703,0.00018377669,0.00017809465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000155346,0.00037714164,0.00046882682,0.00046146256,0.00033042755,0.000085317144,0.00020174531,0.00007390506,0.00007214225],"category_scores_gemma":[0.0008882682,0.00038033916,0.00020514739,0.00072904635,0.000097330805,0.0002849879,0.000044663484,0.00008963685,0.000016061917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008288648,0.00073488697,0.0076655378,0.00006310312,0.00004470987,0.000007016284,0.0016056552,0.5962024,0.29261604,0.0012269681,0.00003551808,0.09896933],"study_design_scores_gemma":[0.0068380637,0.00039328096,0.43273866,0.00022029664,0.00046313822,0.0000013567565,0.000024447283,0.54662645,0.009547036,0.0012202825,0.0014758687,0.0004511498],"about_ca_topic_score_codex":0.00006720822,"about_ca_topic_score_gemma":0.000008554838,"teacher_disagreement_score":0.42507312,"about_ca_system_score_codex":0.00018008037,"about_ca_system_score_gemma":0.00013879154,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W4407934366","doi":"10.1016/j.brs.2024.12.302","title":"TMS-EEG Biomarkers of Suicidal Ideation","year":2025,"lang":"fr","type":"article","venue":"Brain stimulation","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Suicidal ideation; Electroencephalography; Psychology; Ideation; Medicine; Neuroscience; Clinical psychology; Medical emergency; Suicide prevention; Poison control; Cognitive science","score_opus":0.014525534049276066,"score_gpt":0.30845728980079995,"score_spread":0.29393175575152386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78766316,0.006505057,0.10489167,0.07708621,0.0048546093,0.00203281,0.00009246587,0.0001142229,0.016759813],"genre_scores_gemma":[0.9863122,0.000017700828,0.0008707037,0.00070524827,0.00022799299,0.000010173938,0.0000907223,0.000011689685,0.011753555],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99839026,0.00023311289,0.00065514434,0.00028372803,0.00016364286,0.0002740928],"domain_scores_gemma":[0.99804235,0.0012567161,0.00013391748,0.00031384628,0.00017333282,0.000079861704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011608271,0.00015674489,0.00035852176,0.0002443152,0.00007286366,0.000019353773,0.000061775325,0.0002636346,0.0006998966],"category_scores_gemma":[0.0014778618,0.00017472375,0.00013499612,0.0004898753,0.00014674962,0.00016177534,0.000030185622,0.0001434046,0.00008239319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040448498,0.00056072907,0.061043695,0.0013800781,0.00057516916,0.0000074814543,0.00075821823,0.021885771,0.30708292,0.05588205,0.0075546354,0.5428648],"study_design_scores_gemma":[0.0027650043,0.00014662852,0.5879689,0.0005712333,0.0002428116,0.0000016649547,0.00010279619,0.35509634,0.0023988495,0.0027763457,0.047796782,0.00013268318],"about_ca_topic_score_codex":0.0008066591,"about_ca_topic_score_gemma":0.000049164177,"teacher_disagreement_score":0.54273206,"about_ca_system_score_codex":0.00028652628,"about_ca_system_score_gemma":0.00054623693,"threshold_uncertainty_score":0.7663377},"labels":[],"label_agreement":null},{"id":"W4407934390","doi":"10.1016/j.brs.2024.12.405","title":"Investigating the impact of transcranial direct current stimulation (tDCS) on prevention of cognitive decline","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transcranial direct-current stimulation; Physical medicine and rehabilitation; Cognition; Medicine; Stimulation; Current (fluid); Brain stimulation; Neuroscience; Psychology; Physics","score_opus":0.06378786229132934,"score_gpt":0.38714339545415793,"score_spread":0.3233555331628286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701827,0.00010092591,0.02576951,0.00037932495,0.00022392177,0.0012290673,0.000073956806,0.0000658853,0.001974721],"genre_scores_gemma":[0.99954784,0.000012200468,0.00014203168,0.00010614625,0.00006022632,0.000030455662,0.000023030858,0.000016261867,0.000061833576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9977256,0.00046741398,0.0007418298,0.000376553,0.0004917889,0.00019681679],"domain_scores_gemma":[0.9936163,0.005493939,0.0003945801,0.0002207659,0.0002359591,0.000038454964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046727335,0.00022669089,0.00034791353,0.00026344752,0.00020150706,0.000023746554,0.00016971388,0.00007596754,0.000057802015],"category_scores_gemma":[0.004685946,0.00017186819,0.00025129924,0.001005131,0.0002642621,0.00016256883,0.00003796955,0.00016398664,0.000005038015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001121163,0.00073736656,0.039250493,0.00013283362,0.00006954217,4.203288e-7,0.0023409927,0.51604027,0.3370458,0.003600786,0.00013341011,0.09952696],"study_design_scores_gemma":[0.0033432643,0.0006814646,0.83735025,0.0005236696,0.000096862634,4.1287686e-7,0.00003345376,0.13927323,0.01246567,0.006066765,0.000019016314,0.00014593803],"about_ca_topic_score_codex":0.00007221452,"about_ca_topic_score_gemma":0.000011232335,"teacher_disagreement_score":0.79809976,"about_ca_system_score_codex":0.000055537796,"about_ca_system_score_gemma":0.00011894185,"threshold_uncertainty_score":0.7008581},"labels":[],"label_agreement":null},{"id":"W4407934413","doi":"10.1016/j.brs.2024.12.1012","title":"Accelerated Deep Transcranial Magnetic Stimulation for Stimulant Use Disorder","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Centre Hospitalier de l’Université de Montréal; Université du Québec en Outaouais; Université de Montréal","funders":"","keywords":"Transcranial magnetic stimulation; Stimulant; Deep transcranial magnetic stimulation; Stimulation; Neuroscience; Psychology; Medicine; Psychiatry","score_opus":0.05828607869221646,"score_gpt":0.3214058000086598,"score_spread":0.26311972131644334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5389788,0.00013419386,0.4553274,0.0012335026,0.0006247934,0.0025818506,0.000086875436,0.00041761796,0.00061495916],"genre_scores_gemma":[0.99225193,0.000016529077,0.0042129275,0.0014319909,0.00012621316,0.00022266922,0.000083321436,0.00005788649,0.0015965148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99705255,0.0002369036,0.0007913008,0.0009059828,0.00046145436,0.00055183313],"domain_scores_gemma":[0.9947476,0.0043047653,0.00014769206,0.00041743234,0.00028275364,0.00009978092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024984847,0.00042805803,0.00043833387,0.00044958782,0.0006096936,0.0002609204,0.00027343043,0.00021510804,0.0002733073],"category_scores_gemma":[0.0024914383,0.0004395554,0.00019873356,0.0011476533,0.00016914989,0.00059463916,0.00004282797,0.0001752628,0.000041405037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028493013,0.0005803775,0.012133568,0.0001815246,0.000041505118,0.000007452061,0.0010236903,0.5147158,0.35376522,0.019675698,0.0010809579,0.09394489],"study_design_scores_gemma":[0.009927554,0.00055190735,0.3104615,0.000059652557,0.00014504869,0.00000260065,0.00003145023,0.6634312,0.001696708,0.0046653585,0.008505027,0.00052197266],"about_ca_topic_score_codex":0.00006959436,"about_ca_topic_score_gemma":0.000051908362,"teacher_disagreement_score":0.45327312,"about_ca_system_score_codex":0.00009159296,"about_ca_system_score_gemma":0.0000858952,"threshold_uncertainty_score":0.9998056},"labels":[],"label_agreement":null},{"id":"W4407934451","doi":"10.1016/j.brs.2024.12.951","title":"Connectivity-guided, interleaved iTBS-fMRI demonstrates subcortical target engagement in treatment-resistant depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Centre for Addiction and Mental Health; Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Psychology; Neuroscience; Treatment-resistant depression; Major depressive disorder; Cognition","score_opus":0.05417414270792288,"score_gpt":0.3280574570833825,"score_spread":0.27388331437545965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97584456,0.00010085769,0.01050044,0.006548149,0.00045097517,0.0008548416,0.000017208093,0.00018566973,0.0054972903],"genre_scores_gemma":[0.9971299,0.00001214173,0.00050975644,0.0014694212,0.000052910473,0.00013651482,0.000011950554,0.000017840171,0.0006595611],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975172,0.0006254585,0.00043359873,0.00077806937,0.00028679214,0.00035886726],"domain_scores_gemma":[0.9876074,0.011874429,0.00009906916,0.00030320545,0.000057419507,0.000058475758],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00049158704,0.000268098,0.00031400417,0.00034695238,0.00033613632,0.00007905394,0.00014111465,0.00010357156,0.00007395195],"category_scores_gemma":[0.012823638,0.00024515006,0.000097303586,0.00060385506,0.00012730894,0.00029325887,0.00012773318,0.00019310325,0.000035072288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015344316,0.0013444221,0.33710787,0.00008178405,0.00007763883,0.00010302935,0.000845094,0.03322558,0.57786185,0.023665605,0.007304458,0.016848253],"study_design_scores_gemma":[0.0057229265,0.0005304284,0.5802114,0.00023176406,0.000050950388,0.00000948153,0.0003225348,0.13164921,0.25746858,0.015160229,0.008044667,0.00059784605],"about_ca_topic_score_codex":0.0001064465,"about_ca_topic_score_gemma":0.00021083787,"teacher_disagreement_score":0.32039323,"about_ca_system_score_codex":0.00045258808,"about_ca_system_score_gemma":0.00010795461,"threshold_uncertainty_score":0.999693},"labels":[],"label_agreement":null},{"id":"W4407934460","doi":"10.1016/j.brs.2024.12.045","title":"Fast Depressive Symptom Improvement in Bipolar Disorder Type 1 after Stanford Accelerated Intelligent Neuromodulation Therapy: A Two-Site Feasibility and Safety Open Label Trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Magnus Chemicals (Canada)","funders":"","keywords":"Neuromodulation; Open label; Bipolar disorder; Major depressive disorder; Depressive symptoms; Medicine; Psychology; Psychiatry; Clinical trial; Internal medicine; Mood; Cognition","score_opus":0.05904189469399932,"score_gpt":0.3591690443890913,"score_spread":0.30012714969509197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930625,0.00067159935,0.000919482,0.0010641521,0.00011387827,0.0039730268,0.000019319492,0.000031713218,0.00014433068],"genre_scores_gemma":[0.99743104,0.00015746604,0.00010313297,0.0018011363,0.000017391314,0.000110364635,0.00016313537,0.000013078624,0.00020328113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987386,0.00012723348,0.00036854448,0.0004382685,0.00014888227,0.00017847754],"domain_scores_gemma":[0.9993779,0.00014045426,0.000086077736,0.00024091703,0.00009778034,0.000056883713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018170649,0.00017811835,0.00027242056,0.00011473106,0.000077481476,0.0000721459,0.00006588436,0.00008580325,0.00009256155],"category_scores_gemma":[0.00015435659,0.00013935377,0.000030354395,0.0003801328,0.00003410071,0.00017416122,0.0001230211,0.00013129922,0.0000042073316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1016767,0.0016826187,0.6862996,0.000028873497,0.00008114889,0.000015990123,0.00021278787,0.00095359725,0.002427291,0.00009757126,0.000036518264,0.20648728],"study_design_scores_gemma":[0.083655745,0.0018118429,0.8921854,0.000045389395,0.000041591444,4.7294284e-7,0.000011624674,0.020106768,0.00014669864,0.0013290565,0.0005423763,0.00012301958],"about_ca_topic_score_codex":0.00022488722,"about_ca_topic_score_gemma":0.00019391681,"teacher_disagreement_score":0.20636427,"about_ca_system_score_codex":0.000091042755,"about_ca_system_score_gemma":0.000057377667,"threshold_uncertainty_score":0.5682682},"labels":[],"label_agreement":null},{"id":"W4407934492","doi":"10.1016/j.brs.2024.12.956","title":"Personalized Closed-Loop rTMS Using Reinforcement Learning to Optimize Phase-Targeted Stimulation of the SMA-M1 Network","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"SMA*; Transcranial magnetic stimulation; Reinforcement learning; Stimulation; Closed loop; Neuroscience; Reinforcement; Phase (matter); Psychology; Computer science; Artificial intelligence; Physics; Control engineering; Engineering","score_opus":0.018484268724643857,"score_gpt":0.2767495964926002,"score_spread":0.25826532776795635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5975183,0.00018291951,0.39947164,0.00023295952,0.00032906333,0.00063972425,0.0000016264676,0.00018521059,0.0014385314],"genre_scores_gemma":[0.9965286,0.0000064833866,0.0027376928,0.00024215726,0.000074987154,0.000019705314,0.000026194535,0.000019721216,0.00034442043],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989347,0.00007369638,0.00036313466,0.00016410409,0.00022244717,0.00024191107],"domain_scores_gemma":[0.9993778,0.00021187235,0.00009406939,0.00017357283,0.0001113195,0.00003138006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022678525,0.0001634111,0.0002096846,0.0001722459,0.00025050927,0.0000271213,0.0000981787,0.00007089901,0.000052377178],"category_scores_gemma":[0.00017864756,0.00014945453,0.000108894106,0.0010243125,0.000035213856,0.00011734361,0.000038849215,0.00013980397,8.288397e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007804397,0.000014697177,0.002113293,0.000036970097,0.00010271319,8.8622684e-8,0.0004482127,0.9660646,0.018945435,0.0005368993,0.0011260739,0.010532997],"study_design_scores_gemma":[0.0015251252,0.00004693999,0.027905857,0.00011187481,0.0000440542,1.8469213e-7,0.00007628506,0.96592236,0.0019193748,0.00014209277,0.0021582707,0.00014757976],"about_ca_topic_score_codex":0.000022176433,"about_ca_topic_score_gemma":0.0000035276669,"teacher_disagreement_score":0.3990103,"about_ca_system_score_codex":0.00011395834,"about_ca_system_score_gemma":0.000027406631,"threshold_uncertainty_score":0.6094579},"labels":[],"label_agreement":null},{"id":"W4407934513","doi":"10.1016/j.brs.2024.12.320","title":"Effects of Personalized Transcranial Magnetic Stimulation on Social Cognitive Network Functional Connectivity in Schizophrenia Spectrum Disorders","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Schizophrenia (object-oriented programming); Neuroscience; Schizophrenia spectrum; Functional connectivity; Medicine; Stimulation; Psychology; Psychiatry; Psychosis","score_opus":0.019331587682299995,"score_gpt":0.26914770978959374,"score_spread":0.24981612210729373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731089,0.000095375886,0.0181724,0.0052963593,0.0007239445,0.0012870221,0.000024114548,0.000104355,0.0011875122],"genre_scores_gemma":[0.9981353,0.000007655001,0.00005569757,0.0012345462,0.00023818712,0.00009230539,0.000019023999,0.000021982396,0.00019527132],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99749243,0.00062233565,0.0003945404,0.0006701227,0.00048544793,0.00033509848],"domain_scores_gemma":[0.979017,0.020642743,0.00015570543,0.000099777775,0.000052086638,0.000032688335],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039543785,0.00027282073,0.00037941968,0.00036099908,0.00039107937,0.000029204926,0.00009193178,0.00014627383,0.00008107943],"category_scores_gemma":[0.0065220487,0.0003028453,0.00016001798,0.0011381237,0.00027655074,0.00021270425,0.000039780203,0.0002814557,0.000013780689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04833478,0.0036165114,0.06777161,0.00085402746,0.00021684598,0.00002723804,0.0028647417,0.39094684,0.13195908,0.26442346,0.004838985,0.084145874],"study_design_scores_gemma":[0.009589371,0.0004139132,0.922696,0.00016065,0.00005782161,7.830139e-7,0.00003158993,0.032850027,0.0034338506,0.030364139,0.00013506378,0.00026681344],"about_ca_topic_score_codex":0.0000473751,"about_ca_topic_score_gemma":0.00019004196,"teacher_disagreement_score":0.8549244,"about_ca_system_score_codex":0.00016309577,"about_ca_system_score_gemma":0.000105588355,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W4407934523","doi":"10.1016/j.brs.2024.12.180","title":"Deep brain stimulation for movement disorders: 2025 and beyond","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Deep brain stimulation; Movement disorders; Neuroscience; Brain stimulation; Movement (music); Physical medicine and rehabilitation; Stimulation; Psychology; Medicine; Physics; Internal medicine","score_opus":0.016673330128408385,"score_gpt":0.30983627973516564,"score_spread":0.29316294960675726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7413559,0.0007942798,0.19328225,0.054395698,0.00023252192,0.0035622956,0.000020057558,0.00015010012,0.0062069134],"genre_scores_gemma":[0.9804317,0.000019585741,0.002078323,0.015083478,0.000033152166,0.00009325622,0.00020686355,0.000012568485,0.0020411026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99914104,0.00003200753,0.00021755842,0.00031051875,0.00012637746,0.0001725039],"domain_scores_gemma":[0.9992001,0.0004944102,0.000053121592,0.0001497934,0.000046294183,0.000056302368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000112933776,0.00014106138,0.00019001144,0.00011712422,0.00012763272,0.00002465648,0.00002916351,0.00009182675,0.000051666742],"category_scores_gemma":[0.00033426157,0.00012221478,0.00006511237,0.0001687496,0.000033661057,0.0000815534,0.0000289093,0.000058607722,0.0000047200765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002470674,0.0016068574,0.35701406,0.00042800925,0.00035984485,0.000008157961,0.00046471227,0.01663184,0.0037418355,0.030483989,0.027915997,0.558874],"study_design_scores_gemma":[0.0077307187,0.0007574776,0.58790296,0.000036234473,0.00012625846,1.9231528e-7,0.000052355863,0.22246432,0.00007357388,0.17819294,0.002529309,0.00013365135],"about_ca_topic_score_codex":0.000013474312,"about_ca_topic_score_gemma":0.000032626154,"teacher_disagreement_score":0.5587404,"about_ca_system_score_codex":0.000035860707,"about_ca_system_score_gemma":0.000022089465,"threshold_uncertainty_score":0.49837744},"labels":[],"label_agreement":null},{"id":"W4407934538","doi":"10.1016/j.brs.2024.12.450","title":"TMS-Induced Changes in Global Brain Dynamics: Insights from EEG Microstate Analysis","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Innovation Council; Canada Research Chairs; University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University","funders":"","keywords":"Ministate; Electroencephalography; Neuroscience; Dynamics (music); Psychology","score_opus":0.006222253761671314,"score_gpt":0.2613738715997461,"score_spread":0.25515161783807483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98455274,0.00052921206,0.012658882,0.0015434644,0.00009402926,0.00018292035,0.000052808875,0.000020375748,0.000365562],"genre_scores_gemma":[0.99590963,0.00001538338,0.00044739243,0.00083020865,0.00007732618,0.00001419139,0.0021378377,0.00001162819,0.00055642193],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986004,0.00018419133,0.00029438714,0.0005544943,0.000138051,0.00022847719],"domain_scores_gemma":[0.9992208,0.000058664675,0.00011581046,0.00046824862,0.000081344726,0.00005516582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015286646,0.00020076921,0.0002896408,0.00026650584,0.000073262236,0.000042515432,0.00017670749,0.00023356856,0.000019652623],"category_scores_gemma":[0.0001105405,0.00021774025,0.00016598175,0.0014070062,0.000033879638,0.00000586806,0.0001101709,0.00006589399,0.0000065422496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001691651,0.00010103039,0.23337443,0.000014133603,0.0014611942,0.0000074036707,0.00011567381,0.13936728,0.6087497,0.0003540296,0.0017018411,0.014584123],"study_design_scores_gemma":[0.0009462822,0.000051323994,0.78925306,0.000019336254,0.00033211126,3.1280038e-7,0.000078382676,0.1987626,0.006958055,0.0013608757,0.0019445533,0.00029312092],"about_ca_topic_score_codex":0.0004972024,"about_ca_topic_score_gemma":0.030183028,"teacher_disagreement_score":0.6017916,"about_ca_system_score_codex":0.00014811778,"about_ca_system_score_gemma":0.00006791163,"threshold_uncertainty_score":0.9875136},"labels":[],"label_agreement":null},{"id":"W4407934617","doi":"10.1016/j.brs.2024.12.1151","title":"Efficacy of Functional Connectivity MRI-Guided Repetitive Transcranial Magnetic Stimulation for Anhedonia in Adolescents with Major Depressive Disorder","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anhedonia; Transcranial magnetic stimulation; Neuroscience; Major depressive disorder; Medicine; Deep transcranial magnetic stimulation; Functional connectivity; Functional magnetic resonance imaging; Psychology; Stimulation; Physical medicine and rehabilitation; Amygdala","score_opus":0.02558336304017077,"score_gpt":0.2911293636111325,"score_spread":0.2655460005709617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7410898,0.00007112412,0.25544667,0.0005931568,0.00018539795,0.0022067435,0.000046712932,0.000075245865,0.00028511373],"genre_scores_gemma":[0.9984522,0.0000036019449,0.00090016366,0.00022587283,0.000054601176,0.00016904267,0.00001941485,0.00003002076,0.00014507421],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99764305,0.00024203878,0.0006304247,0.00073700194,0.0004289007,0.00031858447],"domain_scores_gemma":[0.99735445,0.0018515895,0.000211065,0.0002686662,0.00026476418,0.000049478895],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023089234,0.0002900417,0.0004071163,0.00039786316,0.0002223787,0.00003297147,0.00013685414,0.00013285312,0.000050670096],"category_scores_gemma":[0.0014473946,0.00028322006,0.00011343776,0.00090113364,0.00022292764,0.00024362102,0.000027109993,0.00014694763,0.0000037348036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011437818,0.0010884331,0.31491473,0.0003601493,0.000028803826,0.000005397064,0.0008188823,0.50490785,0.15262102,0.004645653,0.000085932144,0.009085352],"study_design_scores_gemma":[0.021927064,0.00043298982,0.8952605,0.00034786976,0.00009073276,0.0000021246085,0.000028133756,0.07806577,0.0023028902,0.0012259106,0.00007148707,0.0002445252],"about_ca_topic_score_codex":0.00012582974,"about_ca_topic_score_gemma":0.00027890952,"teacher_disagreement_score":0.58034575,"about_ca_system_score_codex":0.0000853746,"about_ca_system_score_gemma":0.00013045449,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W4407934628","doi":"10.1016/j.brs.2024.12.1152","title":"Noninvasive targeted modulation of pain circuits with focused ultrasonic waves","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ultrasonic sensor; Modulation (music); Electronic circuit; Acoustics; Materials science; Medicine; Physics; Electrical engineering; Engineering","score_opus":0.02190447117804339,"score_gpt":0.2527984452712554,"score_spread":0.230893974093212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9437704,0.000009056796,0.05485295,0.0003434555,0.00012198286,0.0003282459,0.000004775979,0.000102875696,0.0004662603],"genre_scores_gemma":[0.9990224,0.0000029629257,0.00016801497,0.00048653342,0.000016171705,0.000010504423,0.000004114173,0.00001167179,0.00027762624],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989199,0.00011902563,0.00020863385,0.00032269338,0.00024223817,0.00018750649],"domain_scores_gemma":[0.9986868,0.0009529501,0.00009611891,0.00018728398,0.000042967575,0.00003387403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002088133,0.0001199709,0.00013611134,0.00020209093,0.00009923295,0.000027251182,0.00013069205,0.00004476195,0.00001008447],"category_scores_gemma":[0.0015291877,0.000106125546,0.000035813522,0.00087223656,0.00006762156,0.00029928595,0.00001661256,0.00008477757,0.000002990816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015539972,0.000023081153,0.00078696356,0.000024935001,0.0000015730608,0.000004450138,0.000089402245,0.08201355,0.90767175,0.0015293943,0.000031679177,0.007807673],"study_design_scores_gemma":[0.00046848244,0.00011892806,0.031767465,0.00006335915,0.0000053930416,0.0000031190248,0.000008712123,0.2766374,0.6903373,0.00041342757,0.00007125982,0.00010515076],"about_ca_topic_score_codex":0.0000055778564,"about_ca_topic_score_gemma":0.0000026821563,"teacher_disagreement_score":0.21733446,"about_ca_system_score_codex":0.000030153373,"about_ca_system_score_gemma":0.000051332616,"threshold_uncertainty_score":0.43276742},"labels":[],"label_agreement":null},{"id":"W4407934646","doi":"10.1016/j.brs.2024.12.444","title":"A New Approach to a Classic Surgical Target: Noninvasive Modulation of Deep Brain Circuits for Depression Using Low-Intensity Focused Ultrasound","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Depression (economics); Intensity (physics); Ultrasound; Medicine; High-intensity focused ultrasound; Modulation (music); Electronic circuit; Radiology; Physics; Optics; Acoustics; Engineering; Electrical engineering","score_opus":0.03665273106241591,"score_gpt":0.30643685521094843,"score_spread":0.26978412414853253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5484729,0.000033383345,0.44922733,0.00048779702,0.000052914147,0.0011170787,0.0000067944384,0.00003039348,0.0005714476],"genre_scores_gemma":[0.9838329,7.595801e-7,0.014712318,0.0009017722,0.000053987776,0.000026681262,0.00015434377,0.000016413846,0.00030081288],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987854,0.00005955864,0.0003357976,0.00041073872,0.00020368454,0.00020487113],"domain_scores_gemma":[0.9986204,0.00077482976,0.0001182841,0.00021284568,0.00015628632,0.000117385476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015209467,0.00016258667,0.00036262057,0.00016194099,0.000097584394,0.00001561863,0.000052312,0.00015338912,0.000024309553],"category_scores_gemma":[0.0010470357,0.00013836897,0.00013843982,0.00036617497,0.000024205096,0.00007464535,0.000027130449,0.00008248511,0.000002847618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008304852,0.0034507029,0.30494094,0.00076459575,0.0005543572,0.000055320557,0.0015993968,0.31651694,0.19923298,0.0024199095,0.005587241,0.15657276],"study_design_scores_gemma":[0.011738197,0.00044560927,0.44097728,0.0002034257,0.0001968638,0.000018072153,0.00004137708,0.53104967,0.004274468,0.010578842,0.0002394791,0.00023670611],"about_ca_topic_score_codex":0.000040376915,"about_ca_topic_score_gemma":0.0000052418086,"teacher_disagreement_score":0.43536004,"about_ca_system_score_codex":0.00007770598,"about_ca_system_score_gemma":0.00008007826,"threshold_uncertainty_score":0.56425226},"labels":[],"label_agreement":null},{"id":"W4407934664","doi":"10.1016/j.brs.2024.12.350","title":"Transcranial magnetic stimulation in bipolar depression – what are the predictors of antidepressant response?","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Antidepressant; Transcranial magnetic stimulation; Depression (economics); Bipolar disorder; Neuroscience; Stimulation; Medicine; Deep transcranial magnetic stimulation; Psychology; Psychiatry; Cognition; Hippocampus","score_opus":0.021793111131957314,"score_gpt":0.28450089435203785,"score_spread":0.26270778322008054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860615,0.0021254711,0.007181132,0.0024286283,0.00063672435,0.00126715,0.00002399819,0.00010831097,0.00016707015],"genre_scores_gemma":[0.9990278,0.00013673403,0.00012882656,0.0004010903,0.000052475258,0.000045933757,0.000004968647,0.000023512202,0.00017864443],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99685514,0.00092046347,0.00076637,0.00056114444,0.00058762444,0.0003092305],"domain_scores_gemma":[0.9943921,0.0047625005,0.00022961498,0.00046203774,0.00010990369,0.000043825166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007341821,0.00025929022,0.00034952347,0.00049823796,0.0002482479,0.000097360346,0.00032328887,0.00015580677,0.00006457062],"category_scores_gemma":[0.0024217204,0.00021039415,0.000114910756,0.0013489553,0.0002645378,0.00055976136,0.0000623856,0.00021998446,0.000007763451],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003518592,0.00021435034,0.27919418,0.0000760359,0.000009955493,0.000009677009,0.0016301124,0.20249411,0.4898007,0.00036836718,0.00012068682,0.022563241],"study_design_scores_gemma":[0.002943582,0.0001370869,0.93017864,0.00030260766,0.000044134944,0.0000022207512,0.00020182705,0.057271276,0.007021504,0.0008606517,0.00086603354,0.00017041515],"about_ca_topic_score_codex":0.000053872176,"about_ca_topic_score_gemma":0.00004455853,"teacher_disagreement_score":0.65098447,"about_ca_system_score_codex":0.000056715184,"about_ca_system_score_gemma":0.0000663242,"threshold_uncertainty_score":0.8579625},"labels":[],"label_agreement":null},{"id":"W4407934683","doi":"10.1016/j.brs.2024.12.358","title":"Accelerated sequential bilateral theta burst repetitive transcranial magnetic stimulation in late-life depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Neuroscience; Stimulation; Psychology; Medicine; Audiology","score_opus":0.04707349308566947,"score_gpt":0.31643583100666434,"score_spread":0.26936233792099484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782715,0.00011062203,0.011114711,0.0024372977,0.0007161117,0.0014776149,0.00004792911,0.0003286441,0.0054956125],"genre_scores_gemma":[0.9965989,0.000015362786,0.00029788804,0.001019589,0.00011407317,0.00007203412,0.00005702099,0.000040522053,0.0017846356],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99644154,0.0005246536,0.00089211867,0.00097049796,0.00066725555,0.00050392083],"domain_scores_gemma":[0.9979435,0.001203143,0.00016275904,0.00038391657,0.00019870969,0.000107961845],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041734867,0.00039819637,0.00043492267,0.00063603354,0.00034652895,0.00017047398,0.00027618342,0.00025594782,0.0005509027],"category_scores_gemma":[0.0015849996,0.00039850635,0.00013219578,0.0015047737,0.0001845039,0.00052162004,0.000070987095,0.00032430515,0.00006138792],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001691981,0.00028835388,0.028972697,0.000057684454,0.000013839117,0.000032321776,0.0015132254,0.41243684,0.544221,0.0017513533,0.00020317797,0.008817511],"study_design_scores_gemma":[0.006744612,0.0001747503,0.6949684,0.0001453243,0.00005512068,0.000002342723,0.000027097087,0.28791848,0.0053397496,0.003674986,0.0005530295,0.00039613032],"about_ca_topic_score_codex":0.00018940143,"about_ca_topic_score_gemma":0.00008017904,"teacher_disagreement_score":0.6659957,"about_ca_system_score_codex":0.00013657425,"about_ca_system_score_gemma":0.00013101642,"threshold_uncertainty_score":0.9998467},"labels":[],"label_agreement":null},{"id":"W4407934768","doi":"10.1016/j.brs.2024.12.223","title":"Local neurodynamics and tDCS effects: a guide for symptom mitigation interventions","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychological intervention; Psychology; Physical medicine and rehabilitation; Cognitive psychology; Medicine; Psychiatry","score_opus":0.02170034172129354,"score_gpt":0.3221233459927589,"score_spread":0.30042300427146534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934768","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28956372,0.0000700179,0.69885486,0.009300918,0.00053025875,0.0008550878,0.000022388265,0.00013694711,0.0006658299],"genre_scores_gemma":[0.99360293,0.0000050154827,0.000966979,0.0038583523,0.00003936653,0.00013301385,0.000017152212,0.000012170017,0.0013649893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989914,0.00011747983,0.0002295033,0.00039323932,0.00012386077,0.0001445241],"domain_scores_gemma":[0.9879593,0.011722671,0.000071320006,0.0001424896,0.00007672565,0.000027486814],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00022854803,0.000116715644,0.00013138015,0.00016346543,0.00030367685,0.00005570938,0.00006772236,0.000054662785,0.0000026470552],"category_scores_gemma":[0.016491318,0.00012485248,0.000090396374,0.00028502647,0.00011652867,0.00020318141,0.00007336121,0.00006985441,0.000004405303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050350174,0.00053664047,0.012700666,0.0024141783,0.0001247224,0.000008541523,0.0006221537,0.079953566,0.3020104,0.3764525,0.06036295,0.16431019],"study_design_scores_gemma":[0.002325314,0.0003633169,0.16742578,0.00036830362,0.00008474682,0.000007198526,0.00006120888,0.7689431,0.010284877,0.040599164,0.009249876,0.00028713467],"about_ca_topic_score_codex":0.000008819554,"about_ca_topic_score_gemma":0.000025823894,"teacher_disagreement_score":0.7040393,"about_ca_system_score_codex":0.00008513945,"about_ca_system_score_gemma":0.000028375356,"threshold_uncertainty_score":0.9917932},"labels":[],"label_agreement":null},{"id":"W4407934805","doi":"10.1016/j.brs.2024.12.147","title":"Revealing spatiotemporal dynamics of speech production with chronometric interleaved TMS-fMRI","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Speech production; Dynamics (music); Production (economics); Psychology; Computer science; Speech recognition","score_opus":0.028601462645424323,"score_gpt":0.28249120169832787,"score_spread":0.2538897390529035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91996855,0.000027917127,0.06245455,0.013942005,0.0005730209,0.0006177957,0.000011299988,0.00011729813,0.0022875567],"genre_scores_gemma":[0.9959321,0.0000027361602,0.0020688837,0.00035711046,0.00009970169,0.000016326892,0.000017992008,0.000013448431,0.0014916983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871624,0.00011418218,0.00028481573,0.0004609772,0.00027501883,0.0001487519],"domain_scores_gemma":[0.99736434,0.0020076423,0.000195957,0.00025611624,0.0001552268,0.000020688705],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00035072555,0.00013626837,0.00019478318,0.0005416896,0.00015312794,0.000025119061,0.00010473823,0.000053084965,0.00001514549],"category_scores_gemma":[0.010018772,0.0001286261,0.000043329477,0.0017164148,0.00011658915,0.0002718613,0.000060682352,0.00011882772,0.0000065059317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021725886,0.0005962446,0.14381562,0.0009553144,0.00019153058,0.000015882122,0.0013076907,0.21361959,0.23269418,0.03965881,0.010840516,0.35413203],"study_design_scores_gemma":[0.0025096694,0.0008178189,0.4499737,0.0005368047,0.00008788827,0.000023125423,0.0003556566,0.28062615,0.25298032,0.009109401,0.002305537,0.0006739351],"about_ca_topic_score_codex":0.000059788916,"about_ca_topic_score_gemma":0.00012602168,"teacher_disagreement_score":0.3534581,"about_ca_system_score_codex":0.00025374175,"about_ca_system_score_gemma":0.000074334705,"threshold_uncertainty_score":0.9983203},"labels":[],"label_agreement":null},{"id":"W4407934825","doi":"10.1016/j.brs.2024.12.046","title":"Magnus Neuromodulation System with Stanford Accelerated Intelligent Neuromodulation Therapy (SAINT) as a Personalized Continuation Therapy for Depression: An Open-Label Pilot Trial","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Magnus Chemicals (Canada)","funders":"","keywords":"Neuromodulation; Depression (economics); Continuation; Open label; Medicine; Randomized controlled trial; Physical medicine and rehabilitation; Psychology; Computer science; Internal medicine; Central nervous system","score_opus":0.12827563678896853,"score_gpt":0.38254736815532103,"score_spread":0.2542717313663525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455214,0.00017077696,0.04187274,0.0014298441,0.00024359227,0.010147649,0.000014739061,0.0002162586,0.00038299625],"genre_scores_gemma":[0.9947358,0.000032914944,0.0008580179,0.0018747464,0.00009734953,0.0007411763,0.00084051804,0.000048123795,0.0007713689],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978552,0.00030341602,0.0005230977,0.00068448146,0.0003722777,0.00026155377],"domain_scores_gemma":[0.9984679,0.00034084762,0.000283334,0.00038378924,0.00041513637,0.0001089762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033645303,0.0003189964,0.000452229,0.00019000145,0.00030626767,0.00021326875,0.00015676499,0.0001336165,0.00006128618],"category_scores_gemma":[0.00018132346,0.00023341076,0.000057438563,0.0004418172,0.000046998808,0.00042749866,0.000031408137,0.0001290665,0.00000546702],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.64996773,0.005893645,0.011272196,0.000095120646,0.00031889087,0.000033444692,0.0003390873,0.005115268,0.024591098,0.008535482,0.0003488327,0.2934892],"study_design_scores_gemma":[0.39623046,0.043073658,0.1834822,0.00022280251,0.0001760198,0.000013530483,0.00010292034,0.37037873,0.0016705212,0.002509767,0.0016878819,0.00045151415],"about_ca_topic_score_codex":0.0001508004,"about_ca_topic_score_gemma":0.000016245842,"teacher_disagreement_score":0.36526346,"about_ca_system_score_codex":0.00014518709,"about_ca_system_score_gemma":0.00013824367,"threshold_uncertainty_score":0.95182145},"labels":[],"label_agreement":null},{"id":"W4407934829","doi":"10.1016/j.brs.2024.12.260","title":"Efficacy of a 24-week long term transcranial pulse stimulation (TPS) on cognition and brain structure in older adults with mild cognitive impairment (MCI)Efficacy of a 24-week long term transcranial pulse stimulation (TPS) on cognition and brain structure in older adults with mild cognitive impairment (MCI)","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical medicine and rehabilitation; Cognition; Transcranial magnetic stimulation; Term (time); Psychology; Transcranial direct-current stimulation; Medicine; Cognitive impairment; Brain stimulation; Neuroscience; Stimulation","score_opus":0.015286114071119286,"score_gpt":0.27237097178735237,"score_spread":0.2570848577162331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768222,0.00017092418,0.0063923267,0.0008423762,0.00024729758,0.013698875,0.001570629,0.00017376363,0.00008163419],"genre_scores_gemma":[0.9968695,0.000043310913,0.00033725877,0.00087544444,0.00015314427,0.00026945767,0.0012484175,0.00016736647,0.000036079437],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9913648,0.0011875321,0.0021486857,0.002462453,0.0017654815,0.0010710466],"domain_scores_gemma":[0.99124056,0.0062485286,0.0010015604,0.00047566052,0.00071930286,0.00031438933],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005744846,0.0014736176,0.0015729751,0.0019356536,0.00047815577,0.00018730982,0.000283063,0.00070252264,0.00023409456],"category_scores_gemma":[0.00095758255,0.0013835366,0.00024542614,0.0022964403,0.00088312617,0.000998764,0.000071411254,0.001034729,0.0000027039137],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.40642503,0.017224511,0.14883281,0.005032146,0.00079539075,0.00037993796,0.08365705,0.101113364,0.10891941,0.00020541278,0.00006195598,0.12735297],"study_design_scores_gemma":[0.11586511,0.0068825874,0.8358481,0.010089671,0.000653389,0.000033062977,0.0008480035,0.020976216,0.007511748,0.00018438247,4.2979306e-7,0.0011072762],"about_ca_topic_score_codex":0.0002488517,"about_ca_topic_score_gemma":0.0016176273,"teacher_disagreement_score":0.6870153,"about_ca_system_score_codex":0.0002966861,"about_ca_system_score_gemma":0.00025953897,"threshold_uncertainty_score":0.99980134},"labels":[],"label_agreement":null},{"id":"W4407934847","doi":"10.1016/j.brs.2024.12.010","title":"Intrinsic Measures of Brain Excitability - State-of-the-Science and Potential Translations","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Neuroscience; Psychology","score_opus":0.03308777478544872,"score_gpt":0.29262147063312766,"score_spread":0.25953369584767894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96547633,0.000028071665,0.030493625,0.003000441,0.00024449945,0.00031550418,0.00001536639,0.000024616176,0.00040151706],"genre_scores_gemma":[0.9992335,0.0000011847958,0.000369847,0.0002699929,0.000010205471,0.0000030966655,4.800059e-7,0.000003588343,0.00010812578],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873376,0.00015489485,0.00030304704,0.00028694217,0.00038809935,0.00013323301],"domain_scores_gemma":[0.9987262,0.0007084543,0.00010996055,0.00024501857,0.00018223705,0.000028128741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006428016,0.00008325583,0.00012710698,0.0001578792,0.000174856,0.00003511952,0.00025627686,0.000029027802,0.0000053048097],"category_scores_gemma":[0.0020406758,0.00006654363,0.000043867964,0.00080319395,0.0006329197,0.00023574429,0.000084662235,0.000079696896,4.1381728e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042134514,0.00005807144,0.0018373817,0.000048418708,0.000003372396,2.110952e-7,0.0008375592,0.013403183,0.9062536,0.0026930736,0.00011546695,0.074707575],"study_design_scores_gemma":[0.00061029324,0.00006438981,0.41223842,0.000067242356,0.000011404642,0.0000023864127,0.000023418832,0.0613159,0.5088171,0.016370237,0.00037354595,0.00010565793],"about_ca_topic_score_codex":0.000023975907,"about_ca_topic_score_gemma":0.000014494005,"teacher_disagreement_score":0.41040105,"about_ca_system_score_codex":0.000025378291,"about_ca_system_score_gemma":0.00014783267,"threshold_uncertainty_score":0.27135703},"labels":[],"label_agreement":null},{"id":"W4407934876","doi":"10.1016/j.brs.2024.12.105","title":"A Novel Computational Model for Integrating Dynamics of Short- and Long-term Synaptic Plasticity During and After Electrical Stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Term (time); Neuroscience; Synaptic plasticity; Plasticity; Stimulation; Dynamics (music); Computer science; Psychology; Materials science; Physics; Medicine; Internal medicine","score_opus":0.02450656269262471,"score_gpt":0.290529651816089,"score_spread":0.2660230891234643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54102033,0.0000042869883,0.4587098,0.000038471804,0.000020755067,0.00017480052,0.000009677849,0.000019232382,0.0000026413677],"genre_scores_gemma":[0.9971356,0.0000014556423,0.002681359,0.00011651063,0.000008024045,0.000017893002,0.0000052612895,0.000008466636,0.000025425361],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999205,0.00001404713,0.00022080199,0.0002888088,0.00013018631,0.00014114936],"domain_scores_gemma":[0.9990124,0.0008229413,0.000045283534,0.000049184775,0.000036625224,0.000033533906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000065567474,0.0001043992,0.00012322386,0.00016548307,0.00010930303,0.00004032094,0.000047468926,0.00004530363,7.724097e-7],"category_scores_gemma":[0.00071251893,0.00010457612,0.00002362134,0.00022143642,0.00006181981,0.00022834493,0.000042191292,0.00008069977,6.7576046e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093859526,0.000025553994,0.008242883,0.00007553171,0.0000019593506,8.0839567e-7,0.00004580738,0.6083022,0.3788947,0.0032031913,3.2484724e-7,0.0011131837],"study_design_scores_gemma":[0.0003569688,0.000037343136,0.19994996,0.000043541244,0.000009875785,0.000006087639,0.0000010733802,0.7950162,0.0039649755,0.00054493314,4.404234e-8,0.00006896692],"about_ca_topic_score_codex":7.469142e-7,"about_ca_topic_score_gemma":0.000005085066,"teacher_disagreement_score":0.4561153,"about_ca_system_score_codex":0.000040204726,"about_ca_system_score_gemma":0.000021911941,"threshold_uncertainty_score":0.42644903},"labels":[],"label_agreement":null},{"id":"W4407934931","doi":"10.1016/j.brs.2024.12.043","title":"TMS-related spectral perturbation as a single-trial marker of cortical excitability","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Perturbation (astronomy); Psychology; Physics; Quantum mechanics","score_opus":0.019621169390285235,"score_gpt":0.3446217989809853,"score_spread":0.3250006295907001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8209785,0.00003125131,0.1615581,0.0029351413,0.00007298395,0.0012258148,0.0000038723347,0.00014285986,0.013051427],"genre_scores_gemma":[0.98660165,0.0000024277053,0.010841298,0.00020908017,0.000045779605,0.000040268373,0.00007393987,0.000008612036,0.002176915],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991269,0.000041383308,0.00036960168,0.00020394108,0.00014713437,0.0001110272],"domain_scores_gemma":[0.99918133,0.00031329077,0.00008786811,0.0002480003,0.00012720595,0.000042323813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019115482,0.000086130545,0.00017897713,0.000087066364,0.00005420023,0.00000606902,0.000037053887,0.00011570761,0.0001832933],"category_scores_gemma":[0.00083749415,0.000081156635,0.00008040051,0.00032346926,0.00007727317,0.000064112406,0.000018725481,0.00012813456,0.0000071750446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036795873,0.0038042627,0.017222058,0.00027409996,0.00012747802,0.000008089093,0.00063430116,0.004459069,0.46364203,0.40311489,0.0032070843,0.06671075],"study_design_scores_gemma":[0.033436164,0.0016521338,0.62280136,0.00028996932,0.00027110733,0.000014985276,0.00010324947,0.10598264,0.013163769,0.21708082,0.0048792292,0.00032459275],"about_ca_topic_score_codex":0.000011083786,"about_ca_topic_score_gemma":0.0000015464825,"teacher_disagreement_score":0.60557926,"about_ca_system_score_codex":0.00010522966,"about_ca_system_score_gemma":0.000069116846,"threshold_uncertainty_score":0.33094716},"labels":[],"label_agreement":null},{"id":"W4407934936","doi":"10.1016/j.brs.2024.12.106","title":"Alpha rhythm subharmonics underlie responsiveness to theta burst stimulation via selective calcium plasticity","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Rhythm; Stimulation; Alpha (finance); Plasticity; Psychology; Medicine; Internal medicine; Physics; Developmental psychology","score_opus":0.07524877866767014,"score_gpt":0.3897753915159923,"score_spread":0.3145266128483221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9206817,0.0000097217035,0.072585605,0.0038869223,0.0006782494,0.0011953635,0.000024152172,0.00018817278,0.00075008883],"genre_scores_gemma":[0.9925622,0.0000056532112,0.00006490392,0.005054846,0.00008122405,0.00006221703,0.0000035944215,0.000027672962,0.0021377269],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9966659,0.0007994116,0.00036688874,0.00097217935,0.00058979506,0.00060581026],"domain_scores_gemma":[0.9952885,0.0039036525,0.000105250765,0.00029959518,0.00022175885,0.00018123863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046579837,0.0002574904,0.00025580186,0.0005938126,0.0006838889,0.00012375736,0.00038881516,0.00013266415,0.000052946067],"category_scores_gemma":[0.0038434553,0.00026002876,0.0000773658,0.0022621353,0.00021050955,0.00041426948,0.0002303463,0.00040065244,0.00016424028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093908154,0.00013241298,0.0010322718,0.000016311507,0.0000049644,0.000046632864,0.00012463261,0.070928894,0.92213607,0.0012176245,0.0010164677,0.00240463],"study_design_scores_gemma":[0.0011368972,0.00034614303,0.06925356,0.00002627073,0.000022816364,0.00002010335,0.000011221766,0.2200334,0.7049369,0.0023574887,0.0015918148,0.0002633722],"about_ca_topic_score_codex":0.000018120798,"about_ca_topic_score_gemma":0.000008170836,"teacher_disagreement_score":0.21719918,"about_ca_system_score_codex":0.0002395698,"about_ca_system_score_gemma":0.000321289,"threshold_uncertainty_score":0.9999852},"labels":[],"label_agreement":null},{"id":"W4407934946","doi":"10.1016/j.brs.2024.12.034","title":"Stimulation mapping and whole-brain modeling reveal gradients of excitability and recurrence in cortical networks","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Neuroscience; Stimulation; Brain stimulation; Cortical neurons; Functional connectivity; Medicine; Psychology","score_opus":0.05206929387194518,"score_gpt":0.30356949244034603,"score_spread":0.25150019856840083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407934946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89946866,0.00010990691,0.09583551,0.0038618164,0.0001549768,0.00040778544,0.0000060580455,0.000031632597,0.00012364803],"genre_scores_gemma":[0.9987322,0.0000056260596,0.00052056246,0.00062462495,0.000025434965,0.00001594534,0.000005840051,0.0000068160944,0.00006291462],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99833655,0.00030616106,0.00043522814,0.00053097913,0.00019450704,0.00019658181],"domain_scores_gemma":[0.991608,0.00802757,0.00009566504,0.00016023913,0.00006918377,0.000039293627],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008679673,0.00013655804,0.00022804084,0.00021615288,0.00017426572,0.000029778828,0.00006164292,0.00008559895,0.0000019684235],"category_scores_gemma":[0.01722957,0.00014804349,0.00002231998,0.0005491417,0.00016117953,0.00028271583,0.00012455857,0.00019466481,5.1372774e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027353078,0.00012492586,0.24547715,0.00016762396,0.000009798792,0.0000022815227,0.0008895462,0.7003293,0.029651443,0.0055756303,0.00031054072,0.017188203],"study_design_scores_gemma":[0.0005036954,0.00003840136,0.35321006,0.00010301024,0.000003936997,9.64141e-7,0.000037220867,0.63967663,0.00006106155,0.0062577236,0.000031280724,0.00007604882],"about_ca_topic_score_codex":0.00003561269,"about_ca_topic_score_gemma":0.000032001262,"teacher_disagreement_score":0.107732885,"about_ca_system_score_codex":0.00007224795,"about_ca_system_score_gemma":0.00002706498,"threshold_uncertainty_score":0.9910487},"labels":[],"label_agreement":null},{"id":"W4407935001","doi":"10.1016/j.brs.2024.12.523","title":"Enhancing Antiepileptic Drug Efficacy through Focused Ultrasound in an Epilepsy Model","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antiepileptic drug; Epilepsy; Medicine; Drug; Pharmacology; Psychiatry","score_opus":0.026183888755271976,"score_gpt":0.36321458145034147,"score_spread":0.33703069269506947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935001","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45512983,0.00003199894,0.5419491,0.00082472974,0.000017871305,0.00056166743,0.000003011815,0.000148648,0.0013331873],"genre_scores_gemma":[0.87261826,0.000015260772,0.12560788,0.00082973926,0.000040009003,0.000059719117,0.0001023483,0.000017454664,0.0007093424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99903435,0.000029020772,0.0003229074,0.00030499656,0.00012128626,0.00018744187],"domain_scores_gemma":[0.9990864,0.0003745283,0.00006502196,0.00036399535,0.000066607274,0.000043491145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001692491,0.00012627472,0.00021016963,0.00012548597,0.00008714156,0.000017158673,0.00007153243,0.00008259472,0.000020272431],"category_scores_gemma":[0.00023806142,0.00012792,0.000048935966,0.00043182418,0.00003713931,0.00022657056,0.0000192497,0.00016108103,0.0000073220713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039660852,0.0012627773,0.024738597,0.00014618675,0.000019159548,0.00000857009,0.002810201,0.49725568,0.3665982,0.06169682,0.0027963743,0.04227082],"study_design_scores_gemma":[0.0043670638,0.00015707813,0.1417383,0.00053024327,0.00007805021,0.0000054668944,0.00019079135,0.75120074,0.028733216,0.070605725,0.002005277,0.00038807845],"about_ca_topic_score_codex":0.000028037777,"about_ca_topic_score_gemma":0.000046241486,"teacher_disagreement_score":0.41748843,"about_ca_system_score_codex":0.00010845506,"about_ca_system_score_gemma":0.00007318758,"threshold_uncertainty_score":0.5216426},"labels":[],"label_agreement":null},{"id":"W4407935003","doi":"10.1016/j.brs.2024.12.494","title":"MRI receiver coil arrays and holders for concurrent TMS-MRI experiments","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Electromagnetic coil; Nuclear magnetic resonance; Biomedical engineering; Medicine; Physics","score_opus":0.03665639365387153,"score_gpt":0.39317668322301874,"score_spread":0.3565202895691472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019247847,0.00021612403,0.9727144,0.0047062426,0.00007766126,0.0011928199,0.00001415104,0.00011357977,0.001717132],"genre_scores_gemma":[0.93099165,0.00007405348,0.06458306,0.0012743057,0.000065228676,0.00031877545,0.00016483298,0.000014307809,0.0025137954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947745,0.000007858829,0.00014504799,0.00019796194,0.00006799854,0.00010370641],"domain_scores_gemma":[0.9995886,0.000112158006,0.000046592042,0.00014041101,0.00006855758,0.00004365779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006738023,0.00008222047,0.00012162464,0.00005759207,0.000090548565,0.000010004434,0.00002702938,0.000056225093,0.000017104374],"category_scores_gemma":[0.000053127304,0.000079626174,0.000033024196,0.00009963913,0.00004211909,0.000053187065,0.00001612035,0.000049427592,0.000002091569],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006605353,0.00074064493,0.010938042,0.00044510746,0.000119385906,0.0000032295864,0.0016104255,0.009286243,0.19706754,0.120364994,0.27004316,0.38872066],"study_design_scores_gemma":[0.009429932,0.00051051046,0.038037,0.0005271522,0.0001955471,0.0000069806506,0.00047155112,0.16286387,0.0545025,0.018885732,0.7140868,0.0004824703],"about_ca_topic_score_codex":0.0000041753997,"about_ca_topic_score_gemma":9.1713036e-7,"teacher_disagreement_score":0.91174376,"about_ca_system_score_codex":0.00004903389,"about_ca_system_score_gemma":0.000025197287,"threshold_uncertainty_score":0.3247061},"labels":[],"label_agreement":null},{"id":"W4407935016","doi":"10.1016/j.brs.2024.12.524","title":"Advanced Controlled Transcranial Magnetic Stimulation to Alleviate Pain in Diabetic Neuropathy","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Mayer Institute; McMaster University","funders":"","keywords":"Transcranial magnetic stimulation; Medicine; Diabetic neuropathy; Deep transcranial magnetic stimulation; Physical medicine and rehabilitation; Stimulation; Neuroscience; Neuropathic pain; Anesthesia; Psychology; Diabetes mellitus; Internal medicine; Endocrinology","score_opus":0.016417584825811758,"score_gpt":0.28029587968246056,"score_spread":0.2638782948566488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9163613,0.0001699979,0.071063764,0.0053919023,0.00058348774,0.0037361647,0.000016721388,0.00030494094,0.002371741],"genre_scores_gemma":[0.99335206,0.000012422902,0.0012019161,0.004281893,0.000065185784,0.00028667788,0.000008351091,0.000042497184,0.00074902823],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9959935,0.0010261274,0.0009897994,0.0009057984,0.00052502967,0.0005597743],"domain_scores_gemma":[0.99505246,0.00418343,0.00012603353,0.0003981268,0.00011595608,0.00012400732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009253565,0.00039916998,0.0006593964,0.0007674664,0.00022831424,0.000097095755,0.0002843607,0.0001311648,0.00017176087],"category_scores_gemma":[0.0058963182,0.00041728187,0.00015955782,0.001751061,0.00009158311,0.0002507942,0.000049208767,0.00022048921,0.00008745302],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029140154,0.00024917608,0.0036089532,0.000053257227,0.0000067038186,0.00001718875,0.0007657622,0.44977766,0.43616652,0.0017418342,0.00014583992,0.104553096],"study_design_scores_gemma":[0.030185008,0.0011278199,0.5177476,0.00018448326,0.00006410139,0.0000013323107,0.000044523305,0.44311473,0.0012040418,0.0036796064,0.002060234,0.0005865422],"about_ca_topic_score_codex":0.000027333135,"about_ca_topic_score_gemma":0.000060282284,"teacher_disagreement_score":0.51413864,"about_ca_system_score_codex":0.00011267573,"about_ca_system_score_gemma":0.000067756766,"threshold_uncertainty_score":0.9998279},"labels":[],"label_agreement":null},{"id":"W4407935037","doi":"10.1016/j.brs.2024.12.515","title":"Oscillatory network markers of subcallosal cingulate deep brain stimulation for depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Deep brain stimulation; Depression (economics); Neuroscience; Stimulation; Psychosurgery; Brain stimulation; Functional connectivity; Psychology; Medicine; Internal medicine; Economics; Keynesian economics","score_opus":0.015001679407418086,"score_gpt":0.3002974440018933,"score_spread":0.2852957645944752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9368468,0.00032300077,0.057818465,0.0016917532,0.00024017786,0.0014167014,0.000007888359,0.00008939084,0.0015658218],"genre_scores_gemma":[0.9947682,0.000004647075,0.0025261922,0.0018539525,0.0000723254,0.000032430275,0.00016221503,0.000018237924,0.0005618052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881846,0.00007537558,0.0003653453,0.00032065515,0.00019118546,0.00022899127],"domain_scores_gemma":[0.9986475,0.0008246044,0.00013779788,0.00022049413,0.0001053253,0.000064266256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025144662,0.00015842689,0.0002948065,0.00011600635,0.00011701711,0.000010418347,0.000049524875,0.00016035352,0.000046649355],"category_scores_gemma":[0.00054418744,0.00013572996,0.00013670378,0.0002817253,0.000043591077,0.00006943196,0.00003390213,0.00008166815,0.0000029314901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064485567,0.000409664,0.753322,0.00028086145,0.00021534092,0.00000966573,0.00008067019,0.14748855,0.0061515197,0.0018675566,0.011522265,0.072203375],"study_design_scores_gemma":[0.0047948263,0.0004389426,0.7829689,0.000116138246,0.000120411554,7.150996e-7,0.000007880062,0.19809787,0.00017536577,0.012423097,0.0007550286,0.00010087275],"about_ca_topic_score_codex":0.000012329677,"about_ca_topic_score_gemma":0.00000974245,"teacher_disagreement_score":0.07210251,"about_ca_system_score_codex":0.000045329492,"about_ca_system_score_gemma":0.000043918135,"threshold_uncertainty_score":0.55349076},"labels":[],"label_agreement":null},{"id":"W4407935048","doi":"10.1016/j.brs.2024.12.095","title":"Dosing considerations with the partial NMDA receptor agonist D-cycloserine as an adjuvant to intermittent theta-burst stimulation for major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"NMDA receptor; Partial agonist; Agonist; Stimulation; Dosing; Medicine; Cycloserine; Neuroscience; Pharmacology; Major depressive disorder; Psychology; Receptor; Internal medicine; Cognition","score_opus":0.019852016631836618,"score_gpt":0.3247793862251478,"score_spread":0.3049273695933112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139104,0.00008119556,0.056967463,0.024551863,0.00019815635,0.003635515,0.000043819684,0.0001598984,0.0004516839],"genre_scores_gemma":[0.9903343,0.0000017777385,0.0052445447,0.0015680024,0.00019342893,0.00035305886,0.00048641895,0.000042203897,0.0017762989],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99843764,0.00012837941,0.00036062446,0.0004988976,0.00030788995,0.00026654193],"domain_scores_gemma":[0.9982928,0.0007066947,0.00015711413,0.00044735757,0.000266537,0.00012948211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020662835,0.00026630575,0.0003059211,0.00015854117,0.0005891172,0.00013372247,0.000084047766,0.0001019052,0.00012674535],"category_scores_gemma":[0.00053625397,0.00017441546,0.00009289065,0.00021790508,0.00007738203,0.00025689774,0.00005724279,0.00013020253,0.000020606522],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025521588,0.004206742,0.18741775,0.0005247414,0.0017548419,0.000043447253,0.008457403,0.34769478,0.1474868,0.01651386,0.034723938,0.22565411],"study_design_scores_gemma":[0.024104714,0.0033250402,0.8250696,0.0010468457,0.0011773804,0.000029388708,0.0008481794,0.09638523,0.020748584,0.0028539298,0.023674361,0.0007367208],"about_ca_topic_score_codex":0.00011136829,"about_ca_topic_score_gemma":0.00022912947,"teacher_disagreement_score":0.63765186,"about_ca_system_score_codex":0.0001438877,"about_ca_system_score_gemma":0.0001690027,"threshold_uncertainty_score":0.7112456},"labels":[],"label_agreement":null},{"id":"W4407935053","doi":"10.1016/j.brs.2024.12.121","title":"Unraveling the potential of transcranial photobiomodulation and ultrasound stimulation for brain therapeutics: an introduction","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Brain stimulation; Medicine; Neuroscience; Transcranial magnetic stimulation; Physical medicine and rehabilitation; Stimulation; Psychology","score_opus":0.01577272019498099,"score_gpt":0.3294606624201922,"score_spread":0.3136879422252112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60354537,0.00005736961,0.38669237,0.008391902,0.0001921616,0.001042731,0.000011884303,0.000032971802,0.000033270895],"genre_scores_gemma":[0.9946496,0.000009186842,0.0031391198,0.00066368724,0.00057447713,0.00005083544,0.0005240312,0.00001334346,0.00037572437],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989932,0.00006983954,0.0003679343,0.00027302362,0.00017726498,0.00011873001],"domain_scores_gemma":[0.9989072,0.00042429726,0.000117178904,0.00028276857,0.00023383905,0.000034731154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179216,0.00011767297,0.00017862576,0.00013221246,0.00019565164,0.000022781267,0.000055738637,0.00011299061,0.00002458998],"category_scores_gemma":[0.00023708431,0.00009376784,0.000056180572,0.00028506987,0.00011663685,0.00014785078,0.0000072567664,0.000093019786,4.6981606e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011818631,0.00019763228,0.0021877133,0.00019882727,0.00011144354,3.2808117e-7,0.0006895924,0.017986305,0.92192554,0.0058106207,0.0005202314,0.04918987],"study_design_scores_gemma":[0.007841716,0.0005915968,0.37012675,0.00010203679,0.00079406693,0.000045192493,0.00042518816,0.5632671,0.042272512,0.007516147,0.006822055,0.0001955944],"about_ca_topic_score_codex":0.000017332359,"about_ca_topic_score_gemma":0.0000072171024,"teacher_disagreement_score":0.87965304,"about_ca_system_score_codex":0.00004226635,"about_ca_system_score_gemma":0.00005673367,"threshold_uncertainty_score":0.38237414},"labels":[],"label_agreement":null},{"id":"W4407935057","doi":"10.1016/j.brs.2024.12.522","title":"Volitional deep brain stimulation via neurofeedback: A brain-computer-interface case study","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brain–computer interface; Neurofeedback; Deep brain stimulation; Neuroscience; Brain stimulation; Stimulation; Psychology; Physical medicine and rehabilitation; Medicine; Electroencephalography; Internal medicine; Parkinson's disease","score_opus":0.02781292761311497,"score_gpt":0.32293092566413334,"score_spread":0.29511799805101835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6219071,0.000021896562,0.37094936,0.0041878694,0.001036715,0.0011383768,0.00001805011,0.00035661625,0.0003839993],"genre_scores_gemma":[0.9888474,4.8438756e-7,0.0014910884,0.007336204,0.00043087045,0.000053802818,0.000031082353,0.000055338583,0.0017537682],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99537116,0.0009783044,0.0009439943,0.0013973665,0.00066135306,0.00064780464],"domain_scores_gemma":[0.99368685,0.004926246,0.00030619046,0.0007146285,0.00018623452,0.00017983324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007091625,0.0005421626,0.00046948492,0.00061360263,0.0006446473,0.00040150655,0.0005276536,0.00019484194,0.00016441912],"category_scores_gemma":[0.0010470742,0.0005604323,0.0001938652,0.0010723349,0.00014535012,0.00077783753,0.00038078486,0.00045876455,0.0001296473],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007301482,0.0031078556,0.012832122,0.00022212211,0.00016248776,0.0024437783,0.009803044,0.6655054,0.101370156,0.0047083013,0.03892461,0.16018994],"study_design_scores_gemma":[0.0033296964,0.0008185501,0.021162095,0.00009428311,0.000042086358,0.00069240754,0.00034767293,0.962804,0.0051927734,0.0028637517,0.0020458878,0.0006068013],"about_ca_topic_score_codex":0.00016621703,"about_ca_topic_score_gemma":0.00014573603,"teacher_disagreement_score":0.36945826,"about_ca_system_score_codex":0.00019519396,"about_ca_system_score_gemma":0.000106763175,"threshold_uncertainty_score":0.9996847},"labels":[],"label_agreement":null},{"id":"W4407935063","doi":"10.1016/j.brs.2024.12.148","title":"Enhancing precision in language mapping: Integrating MEG-informed TMS with fMRI for improved non-invasive identification of language-critical brain areas","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Identification (biology); Psychology; Magnetoencephalography; Brain mapping; Neuroscience; Computer science; Electroencephalography","score_opus":0.017458345602568523,"score_gpt":0.3329963698057573,"score_spread":0.31553802420318877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93308014,0.00003243903,0.06395167,0.0014119325,0.00017204737,0.0010302847,0.000032177082,0.00006173743,0.00022755832],"genre_scores_gemma":[0.99552727,0.0000013489781,0.0026909285,0.0010253382,0.000058451325,0.00006843537,0.00007358902,0.000016684915,0.00053794414],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983421,0.00014051309,0.0006254008,0.00047076793,0.00014603716,0.00027520396],"domain_scores_gemma":[0.9932967,0.006023816,0.00023545358,0.00028957892,0.000116611605,0.00003785952],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00063356326,0.00017835674,0.00027241805,0.00036497472,0.00011224768,0.000050362836,0.00020320786,0.00013016161,0.000009558811],"category_scores_gemma":[0.019226827,0.00014989753,0.0000706573,0.0005217562,0.00011614085,0.00026943412,0.000054268305,0.00016810138,0.0000025828092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018850705,0.000058228095,0.0002541635,0.00016171468,0.000004692063,0.000016651513,0.008093654,0.00018490625,0.9835333,0.00029691381,0.000070730006,0.007136509],"study_design_scores_gemma":[0.0014657333,0.00017854635,0.0035564792,0.0004431396,0.0000152736,0.000014634206,0.0041776607,0.020789994,0.9687071,0.00043412164,0.000033552897,0.00018378427],"about_ca_topic_score_codex":0.0000705672,"about_ca_topic_score_gemma":0.00042901072,"teacher_disagreement_score":0.06244713,"about_ca_system_score_codex":0.00006928826,"about_ca_system_score_gemma":0.00016439524,"threshold_uncertainty_score":0.98903465},"labels":[],"label_agreement":null},{"id":"W4407935074","doi":"10.1016/j.brs.2024.12.108","title":"Model-based perturbational neurophysiological markers of TMS iTBS in Treatment-Resistant Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University of British Columbia; Centre for Addiction and Mental Health","funders":"","keywords":"Depression (economics); Neurophysiology; Treatment-resistant depression; Neuroscience; Psychology; Medicine; Physical medicine and rehabilitation; Major depressive disorder; Cognition","score_opus":0.044836372987110344,"score_gpt":0.2981385155573636,"score_spread":0.25330214257025324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98694617,0.000028240815,0.007323198,0.003192391,0.00012484156,0.00036220826,0.00002397422,0.00005257292,0.0019464305],"genre_scores_gemma":[0.9975422,0.0000032779114,0.00048808637,0.0015490936,0.000016382337,0.000043197706,0.000012795151,0.0000073901556,0.00033757716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987594,0.00021016423,0.00024637775,0.00042234044,0.0002175173,0.00014420497],"domain_scores_gemma":[0.9928405,0.006832513,0.00008238367,0.00017481082,0.000047513782,0.000022257453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116868956,0.00013486762,0.00018137066,0.00020420551,0.0001145719,0.000011604214,0.000088126595,0.0000632838,0.000020951209],"category_scores_gemma":[0.0059164027,0.00011313826,0.000073242256,0.00039874538,0.000097070435,0.00012474712,0.0000398886,0.00006794867,0.0000034946397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010376701,0.00019040242,0.006076497,0.0000148356485,0.000003865729,0.000002455278,0.00002520676,0.506646,0.4810433,0.0028254257,0.0003230625,0.0018112814],"study_design_scores_gemma":[0.0010497298,0.00016589736,0.31051287,0.000032199627,0.0000057446186,1.813071e-7,0.0000050057597,0.67564464,0.009691897,0.0026195222,0.00019467596,0.00007760562],"about_ca_topic_score_codex":0.000025830075,"about_ca_topic_score_gemma":0.000015781654,"teacher_disagreement_score":0.47135141,"about_ca_system_score_codex":0.00013818746,"about_ca_system_score_gemma":0.00009703152,"threshold_uncertainty_score":0.7082914},"labels":[],"label_agreement":null},{"id":"W4407935076","doi":"10.1016/j.brs.2024.12.157","title":"Clinical outcomes for right orbitofrontal 1 Hz TMS in nonresponders to conventional high-frequency left dorsolateral prefrontal TMS among patients with major depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dorsolateral; Depression (economics); Psychology; Dorsolateral prefrontal cortex; Audiology; Medicine; Psychiatry; Prefrontal cortex; Cognition","score_opus":0.019433316303834217,"score_gpt":0.3169581857961271,"score_spread":0.2975248694922929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685635,0.000007622276,0.027020762,0.0006381451,0.000918817,0.002348111,0.0001145997,0.0001014757,0.00028698688],"genre_scores_gemma":[0.99311244,4.703292e-7,0.004920039,0.00074926077,0.00005788721,0.00012295018,0.00008444412,0.000030010502,0.0009224919],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721634,0.00025980067,0.00081383967,0.0008173901,0.0004970026,0.00039563488],"domain_scores_gemma":[0.9973514,0.0019582077,0.00017135077,0.00027527395,0.0001314959,0.00011227575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032287545,0.00030433774,0.00043067255,0.00035160626,0.00026213398,0.000072954,0.00023783781,0.00016573886,0.00014695301],"category_scores_gemma":[0.0011057865,0.00025281624,0.00014474652,0.00033043398,0.00016766856,0.00043155169,0.00007885244,0.00018087684,0.000020537302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018480241,0.00033324817,0.98686117,0.0000239688,0.000023707573,0.0000040837194,0.00019681836,0.0046686125,0.0043378924,0.00046561434,0.00026114663,0.00097571115],"study_design_scores_gemma":[0.010798489,0.00034173817,0.98262674,0.00010694805,0.000037271682,4.888641e-7,0.000013699895,0.0043140585,0.00017217688,0.0011464278,0.00015644966,0.00028548687],"about_ca_topic_score_codex":0.0001523573,"about_ca_topic_score_gemma":0.0006257787,"teacher_disagreement_score":0.024548965,"about_ca_system_score_codex":0.00013696674,"about_ca_system_score_gemma":0.00007159363,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W4407935085","doi":"10.1016/j.brs.2024.12.503","title":"Predictive values of brain age models to rTMS effects in neurocognitive disorder with depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; AGE-WELL","keywords":"Neurocognitive; Depression (economics); Psychology; Clinical psychology; Medicine; Psychiatry; Cognition","score_opus":0.02244192808786387,"score_gpt":0.2855619405030291,"score_spread":0.2631200124151652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8396671,0.000031619587,0.15164693,0.002849526,0.0001445948,0.0014996894,0.000019339544,0.000088796296,0.004052445],"genre_scores_gemma":[0.99535286,0.0000012655662,0.0004046231,0.0036484022,0.000021481874,0.0001556369,0.000005533757,0.000017873925,0.00039232452],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9982707,0.0003466483,0.00022463499,0.00060022494,0.0003451779,0.0002126182],"domain_scores_gemma":[0.985292,0.014289798,0.00008486198,0.00019826091,0.0000952752,0.000039771494],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00023191163,0.00018317875,0.00025171362,0.00037689452,0.00012811078,0.000021371485,0.000120875055,0.00006282803,0.0000030898368],"category_scores_gemma":[0.010002324,0.00016145705,0.000040455587,0.00095522846,0.00010618383,0.00034467428,0.00013973578,0.00014007626,0.0000039271845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017223122,0.00036205357,0.028440446,0.00014375552,0.000026681595,0.000030151123,0.0030352266,0.8693401,0.078024566,0.006701729,0.0016865468,0.010486398],"study_design_scores_gemma":[0.0032969117,0.00084555254,0.6587326,0.000690026,0.00002930668,0.0000024362819,0.00021434254,0.26053804,0.03853047,0.036605023,0.00019403994,0.0003212508],"about_ca_topic_score_codex":0.00007902489,"about_ca_topic_score_gemma":0.00014249989,"teacher_disagreement_score":0.6302922,"about_ca_system_score_codex":0.000065664084,"about_ca_system_score_gemma":0.000047508034,"threshold_uncertainty_score":0.99833685},"labels":[],"label_agreement":null},{"id":"W4407935103","doi":"10.1016/j.brs.2024.12.482","title":"Interrogating subcortical network effects of deep brain stimulation in the internal globus pallidus","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Globus pallidus; Deep brain stimulation; Neuroscience; Stimulation; Psychology; Medicine; Basal ganglia; Internal medicine; Parkinson's disease; Central nervous system","score_opus":0.013693403196722364,"score_gpt":0.30887614662027335,"score_spread":0.295182743423551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97554445,0.00019332246,0.019512597,0.0026998338,0.00014001952,0.00073486415,6.5187237e-7,0.000029023671,0.0011452141],"genre_scores_gemma":[0.99604654,0.0000032980472,0.000474688,0.0033023262,0.000054204585,0.000023141358,0.000032195025,0.0000075660364,0.000056024342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988465,0.00019714357,0.0003511469,0.000212166,0.00020068532,0.00019239847],"domain_scores_gemma":[0.9978079,0.0018599652,0.00008888248,0.0001743723,0.000037495425,0.000031336847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024374918,0.00012537168,0.00022720458,0.00007957729,0.000048575752,0.000015846888,0.000080539976,0.000091708745,0.000024491545],"category_scores_gemma":[0.0011602143,0.00008671743,0.00008192659,0.00037995403,0.00004575006,0.00005222698,0.00003938441,0.00017092966,0.0000044868093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010211617,0.00068045,0.87834275,0.00019905304,0.00009294071,0.000109899745,0.0007804444,0.040538892,0.0010957243,0.003727051,0.0007771224,0.07263451],"study_design_scores_gemma":[0.0027840869,0.0004737398,0.838037,0.00020565874,0.000060725903,0.0000021528706,0.000044737808,0.1502106,0.0000715274,0.00802515,0.00002945791,0.00005511092],"about_ca_topic_score_codex":0.000034278684,"about_ca_topic_score_gemma":0.00007939883,"teacher_disagreement_score":0.10967172,"about_ca_system_score_codex":0.00004151608,"about_ca_system_score_gemma":0.000017151571,"threshold_uncertainty_score":0.35362342},"labels":[],"label_agreement":null},{"id":"W4407935127","doi":"10.1016/j.brs.2024.12.586","title":"Blinded interim data from a randomized placebo-controlled trial of accelerated intermittent theta-burst stimulation and adjunctive d-cycloserine in young adults at acute risk for suicide","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; Ontario Brain Institute; University of Calgary","funders":"","keywords":"Interim; Placebo; Anesthesia; Stimulation; Randomized controlled trial; Medicine; Interim analysis; Adjunctive treatment; Psychology; Internal medicine","score_opus":0.048908854209080574,"score_gpt":0.363269234498081,"score_spread":0.31436038028900043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97717315,0.00018556662,0.008154218,0.0005111853,0.00035724344,0.013116445,0.00027899974,0.000064331114,0.00015884027],"genre_scores_gemma":[0.9939217,0.000048875096,0.0014653852,0.00004844959,0.00008585713,0.00040592861,0.0035062523,0.000028257844,0.0004893031],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99736524,0.00047593494,0.0010356217,0.0006410219,0.0002819587,0.00020020081],"domain_scores_gemma":[0.9949512,0.0035721164,0.0005995281,0.000619897,0.0001929145,0.0000643375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010072084,0.00030183324,0.001408335,0.0003845472,0.00007396628,0.000029119497,0.00014719734,0.0001934229,0.000043658387],"category_scores_gemma":[0.003468905,0.0002290922,0.00018329601,0.0002149566,0.00008209816,0.00027721934,0.00023313827,0.0001580106,0.0000015847438],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9734348,0.00053556834,0.012280289,0.00004621946,0.0010329522,0.00000483986,0.00042580065,0.0009308513,0.0032078046,0.0000143453535,0.000122671,0.007963862],"study_design_scores_gemma":[0.58387595,0.00041316182,0.09644736,0.00039496223,0.0010804601,9.981336e-7,0.00003122905,0.3167652,0.0005101884,0.00038130258,0.0000044951457,0.0000946865],"about_ca_topic_score_codex":0.0005407634,"about_ca_topic_score_gemma":0.00065142463,"teacher_disagreement_score":0.38955882,"about_ca_system_score_codex":0.00019304213,"about_ca_system_score_gemma":0.00007627994,"threshold_uncertainty_score":0.93421084},"labels":[],"label_agreement":null},{"id":"W4407935138","doi":"10.1016/j.brs.2024.12.608","title":"DynamoDetrend: Removing Nonlinear Decay Artifacts in Concurrent Multimodal Neurostimulation and Electrophysiology","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Neurostimulation; Electrophysiology; Neuroscience; Psychology; Medicine; Computer science; Stimulation","score_opus":0.018841714958772692,"score_gpt":0.30736067099346764,"score_spread":0.28851895603469496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847169,0.00003919151,0.013361113,0.000826222,0.00033532898,0.00029541843,0.000005262296,0.000089137444,0.00033144542],"genre_scores_gemma":[0.99826556,0.0000055127,0.0006303085,0.0008817825,0.000048143505,0.000007250477,0.000016283837,0.00001138839,0.00013377797],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853265,0.0002169157,0.00032562608,0.0005200247,0.00013127738,0.0002735235],"domain_scores_gemma":[0.9985448,0.0011278746,0.00009156887,0.00016092746,0.000029905259,0.000044891032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013793769,0.00016676575,0.00019305138,0.0002927482,0.000110983245,0.000066604916,0.00011719805,0.00008989014,0.000010372956],"category_scores_gemma":[0.00058260106,0.00016528505,0.000033347886,0.000373036,0.000069784284,0.00023505006,0.000087183966,0.00019502357,0.000008563398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000986653,0.00008878208,0.0046682665,0.000028402637,0.0000027026886,0.000008762495,0.0002097462,0.10611821,0.81854755,0.0017953975,0.00005828315,0.068375245],"study_design_scores_gemma":[0.00081487856,0.000108582644,0.12297401,0.0000483819,0.0000038340663,0.000003795761,0.000004895024,0.8328224,0.04213772,0.000688539,0.0002656095,0.00012736444],"about_ca_topic_score_codex":0.00002945654,"about_ca_topic_score_gemma":0.000035954825,"teacher_disagreement_score":0.7764098,"about_ca_system_score_codex":0.000060603976,"about_ca_system_score_gemma":0.000036181616,"threshold_uncertainty_score":0.67401284},"labels":[],"label_agreement":null},{"id":"W4407935148","doi":"10.1016/j.brs.2024.12.447","title":"Thresholds and mechanisms of human magnetophosphene perception induced by transcranial alternating magnetic stimulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Transcranial alternating current stimulation; Transcranial magnetic stimulation; Stimulation; Neuroscience; Perception; Psychology","score_opus":0.007434868722914275,"score_gpt":0.263649175573808,"score_spread":0.25621430685089375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743211,0.00020065186,0.0242628,0.00024264083,0.000054774624,0.00032021193,0.0000061929413,0.000015415588,0.0005761969],"genre_scores_gemma":[0.99820226,0.000014484464,0.0009337557,0.00028891696,0.000047408474,0.000012564253,0.00018344646,0.000008742123,0.00030842642],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914056,0.00007370435,0.00024077731,0.00029156895,0.00010506911,0.00014829914],"domain_scores_gemma":[0.99966484,0.0000432907,0.00006982562,0.00013349931,0.00005641816,0.000032121538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018863966,0.00013380009,0.00014306528,0.00004212822,0.000086699096,0.00001827789,0.00007664013,0.00023243314,0.0000486084],"category_scores_gemma":[0.00006807017,0.00012494405,0.00004710702,0.00009785153,0.00004053148,0.0000058345786,0.000034760284,0.00007665145,5.383199e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008620001,0.00004530738,0.0010836157,0.000029101082,0.000008823372,2.07476e-7,0.00002024807,0.000117936834,0.97310984,0.0014337449,0.00013937424,0.023925606],"study_design_scores_gemma":[0.005068503,0.016538212,0.32976222,0.000117902346,0.000105559055,0.000005021282,0.00006354886,0.023816282,0.6019749,0.021837812,0.00012295607,0.0005870752],"about_ca_topic_score_codex":0.00006337502,"about_ca_topic_score_gemma":0.000014741968,"teacher_disagreement_score":0.3711349,"about_ca_system_score_codex":0.000009765702,"about_ca_system_score_gemma":0.0000143146235,"threshold_uncertainty_score":0.50950706},"labels":[],"label_agreement":null},{"id":"W4407935180","doi":"10.1016/j.brs.2024.12.424","title":"Spaced transcranial direct current stimulation for major depressive disorder","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal","funders":"","keywords":"Transcranial direct-current stimulation; Neuroscience; Medicine; Current (fluid); Stimulation; Psychology; Physical medicine and rehabilitation; Physics","score_opus":0.03235258810404741,"score_gpt":0.3304314097491037,"score_spread":0.2980788216450563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407935180","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3856986,0.0005735912,0.6005418,0.0035944555,0.001596822,0.00356296,0.00015923638,0.0004985767,0.0037739926],"genre_scores_gemma":[0.99711186,0.000016298116,0.0010793982,0.00041614467,0.00017710867,0.0002769063,0.000042410247,0.00003711299,0.00084275665],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.997764,0.00018605171,0.0005260362,0.00074696675,0.0003829463,0.00039400108],"domain_scores_gemma":[0.9963699,0.0029285054,0.00015057325,0.0003077799,0.00017297606,0.00007026273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020137778,0.00031667366,0.0003558855,0.000305935,0.0005596078,0.00009518616,0.00020033817,0.00012033031,0.0000885184],"category_scores_gemma":[0.0020017878,0.0003194976,0.0001939175,0.0007061231,0.00012223165,0.00028474748,0.000034468183,0.00013775054,0.000024218756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003217243,0.0007686481,0.016635753,0.000437485,0.00007588242,0.0000033300944,0.0017398985,0.32449758,0.4383609,0.027985308,0.0040567964,0.18222119],"study_design_scores_gemma":[0.02453173,0.00039108473,0.5027642,0.00022889304,0.0003516751,0.0000017663186,0.000045712724,0.39684325,0.011120105,0.013301521,0.049452484,0.000967544],"about_ca_topic_score_codex":0.000027044589,"about_ca_topic_score_gemma":0.00003825258,"teacher_disagreement_score":0.61141324,"about_ca_system_score_codex":0.00007205458,"about_ca_system_score_gemma":0.00008519835,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W4408076598","doi":"10.1016/j.brs.2025.02.021","title":"Acute dentate nucleus deep brain stimulation modulates corticomotor excitability in chronic stroke survivors","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Neurological Disorders and Stroke; American Heart Association; Novo Nordisk; National Institutes of Health; Cleveland Clinic; Biogen","keywords":"Neuroscience; Medicine; Dentate nucleus; Physical medicine and rehabilitation; Stroke (engine); Deep brain stimulation; Chronic stroke; Stimulation; Functional connectivity; Psychology; Rehabilitation; Internal medicine; Physics; Parkinson's disease","score_opus":0.016087190254569457,"score_gpt":0.30754348574420165,"score_spread":0.2914562954896322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408076598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890562,0.00012966454,0.0062553743,0.0023707899,0.00016716258,0.001276232,0.000022764449,0.00012542751,0.00059635367],"genre_scores_gemma":[0.9971973,0.000014882463,0.0004089783,0.0012267377,0.000033942793,0.00004734341,0.00020055941,0.000021258327,0.00084904506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982617,0.00015357824,0.0004883762,0.0005013513,0.0002572126,0.00033780668],"domain_scores_gemma":[0.9988792,0.0005133771,0.00010554816,0.00033919353,0.000069458016,0.00009321727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020921332,0.00023415449,0.0003689159,0.00022474253,0.00010165105,0.00003489421,0.000080295424,0.00015835735,0.0001626438],"category_scores_gemma":[0.000358327,0.00021205959,0.00012031229,0.00042945135,0.00006944751,0.00017395115,0.000057317462,0.00018649339,0.00003077603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012777504,0.00080560066,0.88897896,0.00011789045,0.00019847324,0.00009149923,0.0002046401,0.050118435,0.017174376,0.00043727786,0.00017627695,0.040418793],"study_design_scores_gemma":[0.003943115,0.00034252738,0.6917192,0.000033791443,0.000075638476,0.0000014555967,0.000013535322,0.29984686,0.00015217559,0.003677389,0.00008763156,0.00010669678],"about_ca_topic_score_codex":0.00024286266,"about_ca_topic_score_gemma":0.0004909157,"teacher_disagreement_score":0.24972843,"about_ca_system_score_codex":0.00038544496,"about_ca_system_score_gemma":0.0000819732,"threshold_uncertainty_score":0.8647539},"labels":[],"label_agreement":null},{"id":"W4408240253","doi":"10.1016/j.brs.2025.03.002","title":"Sequential bilateral dorsolateral prefrontal versus right lateral orbitofrontal/left dorsolateral prefrontal TMS for major depression: A large naturalistic case series","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dorsolateral; Dorsolateral prefrontal cortex; Psychology; Depression (economics); Consumer neuroscience; Prefrontal cortex; Cognitive psychology; Neuroscience; Cognition","score_opus":0.029152818260018146,"score_gpt":0.2994581384761926,"score_spread":0.2703053202161745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408240253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76187783,0.0006173969,0.01120547,0.14927481,0.038958944,0.016198225,0.016710201,0.0028234122,0.0023337316],"genre_scores_gemma":[0.92753315,0.0000070732713,0.0021017282,0.04255847,0.005401024,0.00046851384,0.003145089,0.00026960662,0.01851532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99219364,0.0005990892,0.0016510778,0.0025456713,0.001161268,0.0018492566],"domain_scores_gemma":[0.9961326,0.0016875068,0.0006558272,0.0009974216,0.0002986576,0.00022796911],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00029899925,0.0016509923,0.0014352326,0.0006775388,0.001545875,0.00075409544,0.000772991,0.0017225887,0.00090547575],"category_scores_gemma":[0.00053536944,0.0015137861,0.0007908168,0.00040546933,0.0003809739,0.0014993809,0.00046292687,0.0018449484,0.000078935656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03622466,0.00083217013,0.0030982674,0.0037480625,0.0012801981,0.029631795,0.008042154,0.0057464894,0.08508232,0.0007879579,0.8241096,0.0014163229],"study_design_scores_gemma":[0.07692177,0.004250806,0.025423381,0.0019424133,0.0031562767,0.0138278,0.0001152325,0.11351822,0.0047055515,0.004108787,0.7425805,0.009449293],"about_ca_topic_score_codex":0.00034353914,"about_ca_topic_score_gemma":0.0006709849,"teacher_disagreement_score":0.16565536,"about_ca_system_score_codex":0.0006065084,"about_ca_system_score_gemma":0.00023363654,"threshold_uncertainty_score":0.99975395},"labels":[],"label_agreement":null},{"id":"W4408828466","doi":"10.1016/j.brs.2025.03.016","title":"Cognitive effects of spaced transcranial direct current stimulation in major depression","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Transcranial direct-current stimulation; Depression (economics); Current (fluid); Neuroscience; Cognition; Stimulation; Physical medicine and rehabilitation; Psychology; Transcranial alternating current stimulation; Medicine; Cognitive psychology; Transcranial magnetic stimulation; Physics","score_opus":0.027471825963535673,"score_gpt":0.3124135676713213,"score_spread":0.28494174170778563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408828466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5810117,0.005309769,0.11652595,0.23412213,0.014419021,0.031262733,0.0018151978,0.0018161858,0.013717282],"genre_scores_gemma":[0.9733236,0.000054605258,0.00015842302,0.024742333,0.0007258873,0.00018954967,0.0002417924,0.000076726,0.00048712452],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99522036,0.00094868266,0.0010403168,0.0011973233,0.0010552017,0.00053812016],"domain_scores_gemma":[0.9868949,0.01196534,0.00049726054,0.00038309445,0.00020429937,0.000055102715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002518242,0.0006538368,0.0009923995,0.001035674,0.00016462615,0.00005279561,0.0002900751,0.0007082193,0.000079792015],"category_scores_gemma":[0.004096599,0.0006751164,0.00028539388,0.0011762921,0.00019984832,0.00025110773,0.00007208704,0.0011303176,0.000022732349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071748793,0.0021963448,0.022382615,0.016494127,0.00027458946,0.00069451664,0.007842,0.08326758,0.40991724,0.00029663637,0.22833133,0.22112815],"study_design_scores_gemma":[0.05331154,0.0013319774,0.7179387,0.01609006,0.0016837384,0.000011322092,0.000036639798,0.09581859,0.051238343,0.0033473938,0.055376776,0.0038149254],"about_ca_topic_score_codex":0.00008276721,"about_ca_topic_score_gemma":0.000025385825,"teacher_disagreement_score":0.6955561,"about_ca_system_score_codex":0.00013842109,"about_ca_system_score_gemma":0.00013844926,"threshold_uncertainty_score":0.99957},"labels":[],"label_agreement":null},{"id":"W4409964122","doi":"10.1016/j.brs.2025.03.018","title":"Safety considerations for transcranial ultrasound stimulation: A comment on Nandi et al.","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Psychology; Medicine; Stimulation; Neuroscience; Physical medicine and rehabilitation","score_opus":0.023377080200488422,"score_gpt":0.2717445131175887,"score_spread":0.24836743291710026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409964122","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011567798,0.000056302288,0.13185395,0.856281,0.00050641963,0.002175976,0.0016044655,0.00056905404,0.0068371566],"genre_scores_gemma":[0.025688322,0.00003427671,0.0035488787,0.9586686,0.00095967035,0.00060326705,0.008318928,0.0001165258,0.0020615344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830735,0.000086064414,0.0005525487,0.0004356321,0.00029430652,0.00032411175],"domain_scores_gemma":[0.9931785,0.0061076498,0.00008376275,0.00044455915,0.0001372771,0.00004824986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021391534,0.00042272775,0.00039654944,0.00021802553,0.00036173276,0.00015828223,0.00013112524,0.000488543,0.00056262186],"category_scores_gemma":[0.00021193687,0.00046136888,0.00022001128,0.00018000953,0.000041867053,0.00011958616,0.0000070420383,0.0006490504,0.00005308005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025209205,0.000030567404,0.0000047640656,0.00007500905,0.000097751275,0.0000014991266,0.0001301292,0.21924339,0.00035373925,0.0018016075,0.7779003,0.0003360289],"study_design_scores_gemma":[0.0014031823,0.00006818359,0.00019841775,0.00010532588,0.00010809631,0.0000045468605,0.000005258638,0.04130677,0.00004376224,0.0034293989,0.95289963,0.00042742287],"about_ca_topic_score_codex":0.000010124007,"about_ca_topic_score_gemma":0.000016815342,"teacher_disagreement_score":0.17793663,"about_ca_system_score_codex":0.00020290106,"about_ca_system_score_gemma":0.00009511832,"threshold_uncertainty_score":0.9997838},"labels":[],"label_agreement":null},{"id":"W4411306402","doi":"10.1016/j.brs.2025.06.008","title":"Predictors of response and remission in treatment-resistant depression: Outcomes and trajectories of repetitive transcranial magnetic stimulation","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Transcranial magnetic stimulation; Depression (economics); Stimulation; Deep transcranial magnetic stimulation; Treatment-resistant depression; Medicine; Internal medicine; Physical medicine and rehabilitation; Neuroscience; Psychology; Major depressive disorder","score_opus":0.022816425884823223,"score_gpt":0.28424928977834407,"score_spread":0.26143286389352083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411306402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96923393,0.00051862816,0.00033348272,0.027415441,0.00028703825,0.001550202,0.0003746913,0.00006833484,0.00021827625],"genre_scores_gemma":[0.995558,0.00011311196,0.00033346878,0.0029557063,0.00011045834,0.000045016954,0.00004317377,0.00003714019,0.00080389547],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9964581,0.0008333685,0.0010347617,0.0008169226,0.00058532605,0.00027148722],"domain_scores_gemma":[0.9914535,0.0076263654,0.0004037807,0.0003476002,0.0001181334,0.000050602535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032045948,0.00046618967,0.0008999444,0.00067552266,0.00011861988,0.000027813641,0.000121270765,0.0005222119,0.000046055306],"category_scores_gemma":[0.0022592584,0.00041050962,0.00012194925,0.0004977977,0.0003966891,0.00016420087,0.000042620577,0.00025503951,3.3325247e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02283225,0.00044368056,0.289553,0.0016442698,0.00011446692,0.00016639255,0.0094930995,0.0058833244,0.6503524,0.00014769738,0.0038563358,0.015513058],"study_design_scores_gemma":[0.006362977,0.0011705223,0.9814391,0.00063867145,0.00022545042,0.000004433582,0.00005010959,0.0025727225,0.0038640872,0.00035512447,0.0029661553,0.00035062604],"about_ca_topic_score_codex":0.0001549983,"about_ca_topic_score_gemma":0.00003087169,"teacher_disagreement_score":0.6918861,"about_ca_system_score_codex":0.000091248454,"about_ca_system_score_gemma":0.00012748125,"threshold_uncertainty_score":0.99983466},"labels":[],"label_agreement":null},{"id":"W4412392751","doi":"10.1016/j.brs.2025.07.004","title":"Trigeminal nerve stimulation as an active control condition in TMS clinical trials: Evidence from heart-brain coupling and clinical outcomes","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; LAM Therapeutics; Fondation Brain Canada; Ontario Brain Institute","keywords":"Medicine; Stimulation; Trigeminal nerve; Neuroscience; Brain stimulation; Clinical trial; Anesthesia; Physical medicine and rehabilitation; Internal medicine; Psychology","score_opus":0.30305843955551004,"score_gpt":0.5677021580162985,"score_spread":0.2646437184607885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412392751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96614164,0.00006587168,0.023869906,0.006657872,0.000612011,0.0023204954,0.00009836458,0.00015610746,0.00007773722],"genre_scores_gemma":[0.99608755,0.000019738383,0.00058507564,0.0025553743,0.0002924876,0.00007017322,0.000113713846,0.00003376688,0.00024211258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98756963,0.0067823394,0.0027762519,0.0015027948,0.00087270554,0.00049627287],"domain_scores_gemma":[0.89112633,0.1069877,0.0007109093,0.0006143061,0.0002697749,0.00029096456],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.014094076,0.00036997008,0.001209376,0.00059366436,0.00033289462,0.0002889065,0.00032685645,0.00051978667,0.00024888097],"category_scores_gemma":[0.15128826,0.00035449365,0.00033157817,0.00082180684,0.00037980767,0.0014493982,0.00012598747,0.0008905834,0.00006485264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044748313,0.00055420754,0.8660791,0.000025623458,0.00006166441,0.000029447137,0.00021817989,0.0776103,0.025141917,0.0013137633,0.00055898546,0.023932014],"study_design_scores_gemma":[0.0054754964,0.00031657613,0.53113866,0.00013357974,0.000045494027,0.0000010952887,0.00003853374,0.45839164,0.0005426605,0.0036936356,0.000046765243,0.00017588503],"about_ca_topic_score_codex":0.0005531766,"about_ca_topic_score_gemma":0.00016251048,"teacher_disagreement_score":0.38078135,"about_ca_system_score_codex":0.00020206161,"about_ca_system_score_gemma":0.00037593395,"threshold_uncertainty_score":0.9998907},"labels":[],"label_agreement":null},{"id":"W4412555527","doi":"10.1016/j.brs.2025.07.011","title":"Epidural spinal cord stimulation for the management of orthostatic hypotension in Parkinson's disease: A case report","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries","funders":"Shanghai Jiao Tong University; China Postdoctoral Science Foundation; National Natural Science Foundation of China; Shanghai Municipal Health Commission; Shanghai Key Basic Research Program","keywords":"Orthostatic vital signs; Medicine; Parkinson's disease; Anesthesia; Spinal cord stimulation; Stimulation; Spinal cord; Deep brain stimulation; Disease; Blood pressure; Internal medicine; Psychiatry","score_opus":0.028465005199911866,"score_gpt":0.313322772545379,"score_spread":0.28485776734546714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412555527","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15044826,0.004444135,0.123987906,0.7018777,0.0018018492,0.016238831,0.00022319992,0.00016150388,0.00081656495],"genre_scores_gemma":[0.911359,0.000098960954,0.004004881,0.07503844,0.0007417847,0.00043512002,0.0033862505,0.000082299695,0.00485325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980785,0.0000877838,0.0007099881,0.0004884022,0.0003897027,0.000245575],"domain_scores_gemma":[0.99835753,0.00042743026,0.00032990385,0.0006961558,0.00014955549,0.000039394297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064303994,0.00026082314,0.0005345391,0.00027347132,0.000083792336,0.000022052487,0.00007844455,0.00020491434,0.000018776274],"category_scores_gemma":[0.00022305339,0.0002149089,0.00046294968,0.000280817,0.0000566719,0.00006580308,0.000055571716,0.00031812282,0.000002618839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046829022,0.0001731995,0.0030377265,0.0069332644,0.0016900704,0.11589464,0.00009136096,0.044477843,0.000007559124,0.000102915095,0.39830875,0.42459977],"study_design_scores_gemma":[0.0059238863,0.00031696507,0.1658515,0.0026545038,0.0030758765,0.0020635305,0.00012664552,0.103457265,0.0000037292386,0.0005198927,0.71557266,0.00043354137],"about_ca_topic_score_codex":0.0001203809,"about_ca_topic_score_gemma":0.0000126913155,"teacher_disagreement_score":0.76091075,"about_ca_system_score_codex":0.00015778627,"about_ca_system_score_gemma":0.00016982696,"threshold_uncertainty_score":0.87637305},"labels":[],"label_agreement":null},{"id":"W4412609378","doi":"10.1016/j.brs.2025.07.013","title":"Continuous theta-burst stimulation of the prefrontal cortex in the macaque monkey: no behavioral evidence for within-target inhibition or neural evidence for cross-hemisphere disinhibition","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Disinhibition; Macaque; Neuroscience; Prefrontal cortex; Stimulation; Psychology; Right hemisphere; Cognitive psychology; Cognition","score_opus":0.127870457833473,"score_gpt":0.40372124721865926,"score_spread":0.27585078938518626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412609378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96252376,0.0001287645,0.028676985,0.0017707793,0.00063300465,0.00594136,0.0001747635,0.000069161,0.000081406775],"genre_scores_gemma":[0.9967738,0.0000059848453,0.0011681984,0.0006355871,0.000110921756,0.00060442137,0.000031029445,0.000030592768,0.00063947524],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9969271,0.0003860018,0.0010011573,0.0007074477,0.0006143158,0.00036401852],"domain_scores_gemma":[0.99141914,0.0071057915,0.00052372407,0.0004875497,0.0004277088,0.000036099605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071613863,0.000330128,0.00038513725,0.00011895896,0.00054213725,0.00016980694,0.0003785041,0.00017418004,0.00004007828],"category_scores_gemma":[0.006922475,0.00022223005,0.00023940133,0.00074641994,0.0003758783,0.0007389393,0.0000757403,0.00021223779,0.000003182956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008394989,0.000467546,0.05233374,0.0004887329,0.000014779419,0.0000032184132,0.0029663704,0.17683975,0.7536683,0.0021182038,0.0005794573,0.0021249373],"study_design_scores_gemma":[0.004546743,0.00078479084,0.6507558,0.0010650066,0.00014207557,0.0000063578473,0.00019232665,0.3180631,0.020390037,0.003625719,0.00010477454,0.00032321922],"about_ca_topic_score_codex":0.000120237666,"about_ca_topic_score_gemma":0.00019871992,"teacher_disagreement_score":0.7332782,"about_ca_system_score_codex":0.00015321343,"about_ca_system_score_gemma":0.00014756703,"threshold_uncertainty_score":0.9062279},"labels":[],"label_agreement":null},{"id":"W4412675913","doi":"10.1016/j.brs.2025.07.016","title":"Transcranial magnetic vs intracranial electric stimulation: a direct comparison of their effects via scalp EEG recordings","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Research Council; Ministero dell’Istruzione, dell’Università e della Ricerca; Ministero della Salute; Università degli Studi di Milano; Canadian Institute for Advanced Research; H2020 Research Infrastructures; Massachusetts General Hospital","keywords":"Scalp; Transcranial magnetic stimulation; Electroencephalography; Medicine; Stimulation; Neuroscience; Electric stimulation; Audiology; Anesthesia; Psychology; Surgery","score_opus":0.017580732765427893,"score_gpt":0.28958563563296036,"score_spread":0.2720049028675325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412675913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8995295,0.00040202148,0.09161777,0.0010889582,0.00095372327,0.0018348113,0.000021896272,0.00033642052,0.0042148926],"genre_scores_gemma":[0.99772114,0.000016495998,0.0011939709,0.00049026235,0.0001416922,0.00007071759,0.000011718032,0.000046381243,0.0003075988],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99634004,0.0005291122,0.0011130819,0.0008548425,0.0006305452,0.0005323864],"domain_scores_gemma":[0.993525,0.0054203044,0.0003052792,0.00043511778,0.00020960515,0.00010463957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003893063,0.00047794753,0.00088139594,0.00051351683,0.00040124336,0.00008079181,0.000367235,0.0002444973,0.00018898801],"category_scores_gemma":[0.0014865987,0.00047337022,0.0002586175,0.002248862,0.00021232382,0.00029250837,0.000052881922,0.00031457972,0.000037954476],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017612284,0.00045667338,0.012700339,0.00023715063,0.00003045584,0.0000054580933,0.0012520347,0.023285529,0.8074345,0.0009029047,0.00039101412,0.1515427],"study_design_scores_gemma":[0.00584611,0.0013117249,0.5185725,0.00017240684,0.00017339786,0.000005320321,0.000022042052,0.43082017,0.03869593,0.0031083967,0.0007869598,0.000485059],"about_ca_topic_score_codex":0.00007056683,"about_ca_topic_score_gemma":0.000024719227,"teacher_disagreement_score":0.76873857,"about_ca_system_score_codex":0.00010868015,"about_ca_system_score_gemma":0.000089346475,"threshold_uncertainty_score":0.9997718},"labels":[],"label_agreement":null},{"id":"W4412981723","doi":"10.1016/j.brs.2025.05.053","title":"Psychometric network analysis of depression symptoms after a course of repetitive transcranial magnetic stimulation for depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Depression (economics); Transcranial magnetic stimulation; Psychology; Stimulation; Physical medicine and rehabilitation; Psychiatry; Clinical psychology; Neuroscience; Medicine","score_opus":0.018123838080178867,"score_gpt":0.31416717140169587,"score_spread":0.296043333321517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412981723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75048864,0.00070053316,0.24637356,0.00011964776,0.00030985783,0.0013158746,0.00015316372,0.00006975778,0.00046892706],"genre_scores_gemma":[0.9975262,0.000022378297,0.001826637,0.0001703974,0.000067744746,0.00014910277,0.000043574535,0.000025017434,0.00016889765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9972883,0.00021879007,0.00097548164,0.00070487947,0.00049263897,0.00031994205],"domain_scores_gemma":[0.9953897,0.0033469715,0.00039840557,0.00045111318,0.00035261497,0.00006118854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040178504,0.00028451823,0.0006834283,0.001147707,0.00016712311,0.000023422604,0.00020168239,0.00019003512,0.00016780564],"category_scores_gemma":[0.0010297947,0.0002681202,0.00039134143,0.0050988956,0.00017870073,0.00018642162,0.000038465423,0.000104467385,0.0000014377578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035959391,0.0003828323,0.32562742,0.00015098155,0.00019978957,6.7237494e-7,0.0005741788,0.5033815,0.11822791,0.00055606576,0.00011999227,0.047182724],"study_design_scores_gemma":[0.0029690524,0.00024327617,0.7568494,0.0001443349,0.0011829284,3.0923707e-7,0.000012463893,0.23431218,0.0030669335,0.00093658385,0.00011110888,0.00017139882],"about_ca_topic_score_codex":0.000022675169,"about_ca_topic_score_gemma":0.000024234485,"teacher_disagreement_score":0.431222,"about_ca_system_score_codex":0.000039231483,"about_ca_system_score_gemma":0.000052991967,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W4412981778","doi":"10.1016/j.brs.2025.05.033","title":"Cognitive Outcomes after Repetitive Transcranial Magnetic Stimulation for the Treatment of Late-Life Depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Baycrest Hospital; Centre for Addiction and Mental Health","funders":"National Research University Higher School of Economics","keywords":"Transcranial magnetic stimulation; Depression (economics); Late life depression; Deep transcranial magnetic stimulation; Cognition; Physical medicine and rehabilitation; Psychology; Neuroscience; Medicine; Stimulation; Audiology","score_opus":0.037025910063071314,"score_gpt":0.3282503507651112,"score_spread":0.2912244407020399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412981778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8877641,0.0005699716,0.10535719,0.001798391,0.00046018258,0.0031605482,0.000183287,0.000104427476,0.0006019336],"genre_scores_gemma":[0.99726415,0.000056579018,0.00037887672,0.0007039496,0.00006470251,0.00048216028,0.000016006123,0.000023793118,0.0010097743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981801,0.00017465129,0.0005534664,0.00051112124,0.00032928714,0.0002513734],"domain_scores_gemma":[0.9908792,0.008460181,0.00015282,0.0002552857,0.00020402735,0.00004853614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014746012,0.00027287213,0.00036232916,0.00018392732,0.00030414475,0.00003897462,0.00011613821,0.00010954321,0.00015855794],"category_scores_gemma":[0.0014142446,0.0001941233,0.0002287979,0.00041427364,0.00021375774,0.00014428729,0.000015503241,0.000059743707,0.000009164201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022961644,0.002734857,0.32892546,0.00032735718,0.00033532357,0.000012441459,0.014125969,0.16118148,0.15763597,0.005037515,0.0002667612,0.30645522],"study_design_scores_gemma":[0.008362362,0.00066046184,0.91494983,0.000082410006,0.00033211368,4.1543072e-7,0.00009124619,0.06927535,0.0040434236,0.0012291272,0.0007802409,0.00019303098],"about_ca_topic_score_codex":0.000042330405,"about_ca_topic_score_gemma":0.000031788415,"teacher_disagreement_score":0.58602434,"about_ca_system_score_codex":0.00005536012,"about_ca_system_score_gemma":0.000060819206,"threshold_uncertainty_score":0.7916119},"labels":[],"label_agreement":null},{"id":"W4412981780","doi":"10.1016/j.brs.2025.05.042","title":"Tremor reduction using a multi-focus transcranial ultrasound stimulation system targeting thalamus: Preliminary results","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Thalamus; Stimulation; Neuroscience; Essential tremor; Medicine; Thalamic stimulator; Deep brain stimulation; Focus (optics); Focused ultrasound; Physical medicine and rehabilitation; Psychology; Ultrasound; Internal medicine; Radiology; Parkinson's disease; Physics","score_opus":0.03299382332500684,"score_gpt":0.3104838504785271,"score_spread":0.2774900271535203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412981780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96607304,0.00020457899,0.030346727,0.00082251884,0.00033342457,0.0013038631,0.000028430088,0.00025034274,0.00063706],"genre_scores_gemma":[0.9937424,0.000004639613,0.005332403,0.00011567129,0.00014632425,0.000018219342,0.0002814002,0.000023888906,0.0003350436],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831337,0.00015591738,0.000533502,0.00050101517,0.00024582347,0.00025038366],"domain_scores_gemma":[0.9991283,0.00029423472,0.00015826964,0.00022306391,0.00012297372,0.00007314642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025785118,0.00022460747,0.00030226196,0.0001981861,0.0002591503,0.00003627644,0.000048546433,0.00018631064,0.00001384934],"category_scores_gemma":[0.00042308282,0.00019843601,0.00013345454,0.00040760406,0.000045531637,0.00017124394,0.000013674156,0.00015705104,0.000009226137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045832552,0.0045309714,0.0864453,0.0011910106,0.00068541727,0.00034092637,0.0033098233,0.35945937,0.4435033,0.0010483204,0.0017821753,0.051870845],"study_design_scores_gemma":[0.016774597,0.0010913173,0.47459528,0.00042053344,0.0004795605,0.000050257728,0.00031513622,0.5036238,0.0019243035,0.00040683552,0.00006181414,0.00025658862],"about_ca_topic_score_codex":0.0001635598,"about_ca_topic_score_gemma":0.0000047933604,"teacher_disagreement_score":0.44157898,"about_ca_system_score_codex":0.00018814484,"about_ca_system_score_gemma":0.000060474078,"threshold_uncertainty_score":0.80919856},"labels":[],"label_agreement":null},{"id":"W4413274983","doi":"10.1016/j.brs.2025.08.010","title":"WITHDRAWN: Human Applications of Transcranial Temporal Interference Stimulation: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":0,"is_retracted":true,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto; Baycrest Hospital; St. Michael's Hospital","funders":"","keywords":"Neuroscience; Interference (communication); Transcranial direct-current stimulation; Stimulation; Psychology; Medicine; Computer science; Telecommunications","score_opus":0.07036146500835182,"score_gpt":0.380394469626718,"score_spread":0.3100330046183662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413274983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002129892,0.94403833,0.040917445,0.00011105404,0.00017017421,0.012856686,0.00023488827,0.00024913956,0.0014201797],"genre_scores_gemma":[0.008529111,0.9863431,0.0004855551,0.00031186425,0.00013829838,0.0024765667,0.0002433388,0.000087812754,0.0013843867],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9935398,0.0010914825,0.0030938033,0.0010937082,0.00081023935,0.0003709498],"domain_scores_gemma":[0.9927238,0.004134412,0.0016032353,0.00112911,0.00029984926,0.00010954968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006237158,0.0008200367,0.004025259,0.00067103846,0.00035064717,0.00007440339,0.000856874,0.00035230958,0.00020757972],"category_scores_gemma":[0.0018225935,0.00072028144,0.00085858937,0.0023344432,0.00028185343,0.00022306996,0.000105331965,0.00041722556,0.00007628828],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013784775,0.00014967528,0.0000030653425,0.9640249,0.000069031295,0.0000027924655,0.000111406254,0.00015155553,0.00007856079,0.0026674045,0.00017915215,0.032548644],"study_design_scores_gemma":[0.0012906635,0.00027563208,0.000033163815,0.9511054,0.00599836,0.000026016556,0.000010768406,0.00063341856,0.0000074130194,0.0008338171,0.038717102,0.0010682333],"about_ca_topic_score_codex":0.000020042402,"about_ca_topic_score_gemma":0.0000106276175,"teacher_disagreement_score":0.04230476,"about_ca_system_score_codex":0.00013636448,"about_ca_system_score_gemma":0.00032806207,"threshold_uncertainty_score":0.99952483},"labels":[],"label_agreement":null},{"id":"W4413452987","doi":"10.1016/j.brs.2025.08.017","title":"Revisiting subcallosal cingulate deep brain stimulation for depression: Long-term safety and effectiveness outcomes from a pooled analysis of 172 implanted patients","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"Janssen Pharmaceuticals; Allergan; BrainsWay; St. Jude Medical; Stryker; Boston Scientific Corporation; LivaNova; Abbott Laboratories","keywords":"Deep brain stimulation; Depression (economics); Term (time); Medicine; Brain stimulation; Psychology; Physical medicine and rehabilitation; Stimulation; Internal medicine; Economics","score_opus":0.013066161979932135,"score_gpt":0.31394513549638886,"score_spread":0.3008789735164567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413452987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451169,0.0001333958,0.05309908,0.0002969856,0.000051052324,0.0011378793,0.00009085137,0.000042096337,0.0000317757],"genre_scores_gemma":[0.9971716,0.000004208221,0.0003526903,0.00045180868,0.000015283345,0.0000229953,0.0019472336,0.000012930972,0.00002126591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986227,0.00017068635,0.00045272877,0.00040312528,0.00018499975,0.00016573985],"domain_scores_gemma":[0.99683064,0.0025608835,0.00020642659,0.00019681762,0.00014621756,0.00005903492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021367321,0.00018757276,0.00063628703,0.00027775796,0.000118613374,0.000017986235,0.000041858933,0.00012747613,0.000027137525],"category_scores_gemma":[0.0009175357,0.0001488921,0.00018539131,0.00045510908,0.00002821785,0.00008107435,0.000045638182,0.00006895452,5.1671583e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028700149,0.00017766355,0.95176655,0.00013042163,0.0013032344,0.000004771138,0.00005437518,0.0042205276,0.0012202446,0.000039725328,0.0000033995427,0.03820906],"study_design_scores_gemma":[0.008090387,0.00016391627,0.89852226,0.00017572698,0.002422464,1.6739448e-7,0.0000036487797,0.08990713,0.00012744936,0.00048781067,0.0000014155498,0.000097607954],"about_ca_topic_score_codex":0.000046183,"about_ca_topic_score_gemma":0.00002090332,"teacher_disagreement_score":0.0856866,"about_ca_system_score_codex":0.000045041466,"about_ca_system_score_gemma":0.000015276695,"threshold_uncertainty_score":0.6071643},"labels":[],"label_agreement":null},{"id":"W4413466580","doi":"10.1016/j.brs.2025.08.012","title":"A roadmap for focused ultrasound applications in psychiatry: Proceedings of the 2024 symposium on focused ultrasound in psychiatry (FUS-PULSE)","year":2025,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Harquail Centre for Neuromodulation; Focused Ultrasound Foundation; U.S. Department of Veterans Affairs","keywords":"Ultrasound; Medicine; Focused ultrasound; Psychiatry; Radiology","score_opus":0.0137556097608344,"score_gpt":0.27597935747973845,"score_spread":0.26222374771890405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413466580","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035201956,0.94551075,0.0046955775,0.0011925506,0.0030983621,0.026108641,0.0015692536,0.0006256229,0.013679026],"genre_scores_gemma":[0.028266994,0.93124336,0.010975365,0.0003901481,0.0016680707,0.021775307,0.0019979698,0.0007524868,0.0029303143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973303,0.00004526903,0.0012390775,0.0006637224,0.00028708627,0.00043455066],"domain_scores_gemma":[0.99674475,0.0021613515,0.0003445969,0.0005825387,0.00009694911,0.00006980157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003574146,0.00062508945,0.0011360797,0.0006824945,0.00014949744,0.0000921217,0.0006473855,0.000582567,0.000026990378],"category_scores_gemma":[0.00021814344,0.0005252499,0.00050985557,0.0022332321,0.00006620527,0.00013744914,0.00002732157,0.0005919129,0.000011301659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017871016,0.0037243844,0.017333169,0.15507983,0.0012961632,3.6695843e-7,0.002455592,0.04866557,0.0019781734,0.18547475,0.059282005,0.5245313],"study_design_scores_gemma":[0.0027426726,0.00013495111,0.0063606403,0.019827817,0.0010092793,0.0000100695415,0.0001595184,0.0016612115,0.000026673117,0.01398511,0.952476,0.0016060257],"about_ca_topic_score_codex":0.000025784448,"about_ca_topic_score_gemma":0.00030774524,"teacher_disagreement_score":0.893194,"about_ca_system_score_codex":0.00030833887,"about_ca_system_score_gemma":0.00035616872,"threshold_uncertainty_score":0.9997199},"labels":[],"label_agreement":null},{"id":"W4414572742","doi":"10.1016/j.brs.2025.09.018","title":"The effects of intracranial stimulation on local neurovascular responses in humans","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; Ontario Brain Institute; University Health Network","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Toronto","keywords":"Neurovascular bundle; Stimulation; Brain stimulation; Biomarker; Deep brain stimulation","score_opus":0.01119100835700774,"score_gpt":0.2949891504332982,"score_spread":0.28379814207629045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414572742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941145,0.000108722605,0.0027966604,0.001738257,0.00011975811,0.0006620165,8.0514667e-7,0.000023712735,0.0004355494],"genre_scores_gemma":[0.99867827,0.00001558599,0.000037781305,0.0009693697,0.000015239877,0.000017869143,0.000010289898,0.0000064493606,0.00024912454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991739,0.00016665136,0.00020678404,0.00017277061,0.00016646732,0.00011347043],"domain_scores_gemma":[0.9979153,0.0017986553,0.00004354254,0.00018684137,0.000035151897,0.000020462814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014990411,0.000089432666,0.00015269875,0.00011071634,0.000074162504,0.000008294448,0.0000394943,0.00006421606,0.000005864661],"category_scores_gemma":[0.0011010633,0.00005990096,0.00006447851,0.00022912375,0.00006373259,0.000028010954,0.000014912454,0.00010491956,0.000004732847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015483219,0.002313184,0.50944364,0.00038623912,0.00017245887,0.0002941222,0.00027454755,0.04590271,0.014591809,0.013413973,0.00097152806,0.3967526],"study_design_scores_gemma":[0.0037928016,0.00091367954,0.97205603,0.00008455223,0.000040769362,3.6104728e-7,0.000006545716,0.017742207,0.00045067663,0.004707807,0.00016471813,0.00003987797],"about_ca_topic_score_codex":0.000023860037,"about_ca_topic_score_gemma":0.000015560374,"teacher_disagreement_score":0.4626124,"about_ca_system_score_codex":0.00003474165,"about_ca_system_score_gemma":0.000026122665,"threshold_uncertainty_score":0.24426904},"labels":[],"label_agreement":null},{"id":"W4414976859","doi":"10.1016/j.brs.2025.10.007","title":"ITRUSST consensus on biophysical safety for transcranial ultrasound stimulation","year":2025,"lang":"en","type":"preprint","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"HORIZON EUROPE European Research Council; HORIZON EUROPE European Innovation Council; National Institute of Biomedical Imaging and Bioengineering; European Research Council; Wellcome Trust; Fondation Bettencourt Schueller; Biotechnology and Biological Sciences Research Council; Medical Research Council; National Institute of Mental Health; Brigham Research Institute; National Institutes of Health; U.S. Food and Drug Administration; Institut National de la Santé et de la Recherche Médicale; Engineering and Physical Sciences Research Council; UK Research and Innovation; National Institute of Neurological Disorders and Stroke; Focused Ultrasound Foundation; National Institute for Health and Care Research; University of Cincinnati; Advanced Research and Invention Agency; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Citizens United for Research in Epilepsy; HORIZON EUROPE Framework Programme; Agence Nationale de la Recherche; Epilepsy Foundation; Foundation for the National Institutes of Health","keywords":"Mechanical index; Ultrasound; Transcranial Doppler; Index (typography); Set (abstract data type); Brain stimulation; Adverse effect; Transcranial direct-current stimulation","score_opus":0.018143224174820016,"score_gpt":0.27043975770108003,"score_spread":0.25229653352626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414976859","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40118003,0.00013628395,0.5694047,0.0018503251,0.0021777607,0.0053299535,0.0046071284,0.0018852922,0.013428519],"genre_scores_gemma":[0.9908782,0.000018282008,0.0049755992,0.00018549233,0.000715672,0.00028047166,0.0024454428,0.00006730452,0.00043349055],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984189,0.000046656736,0.0005130233,0.0005040936,0.0002275836,0.00028973856],"domain_scores_gemma":[0.99700016,0.0022454131,0.00008390513,0.00047490932,0.00011564683,0.00007996677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001607136,0.00040930253,0.0004141094,0.00018612503,0.0001995351,0.000087555076,0.00019450435,0.00048976945,0.00005451837],"category_scores_gemma":[0.0001594582,0.00045296823,0.0002670735,0.00018994222,0.00005634724,0.000040249695,0.000020313939,0.00041631344,0.000029643827],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016830667,0.00008860725,0.00005601174,0.0002709507,0.00011244107,3.3730942e-7,0.0002664879,0.95896125,0.024283716,0.005503854,0.002381009,0.007907027],"study_design_scores_gemma":[0.0022340517,0.00009062734,0.019507641,0.00025743668,0.00024645776,0.0000022066763,0.000022663064,0.94169444,0.001431425,0.012392402,0.021279361,0.0008413055],"about_ca_topic_score_codex":0.000017577533,"about_ca_topic_score_gemma":0.000017960987,"teacher_disagreement_score":0.5896982,"about_ca_system_score_codex":0.0002002995,"about_ca_system_score_gemma":0.000085816304,"threshold_uncertainty_score":0.9997922},"labels":[],"label_agreement":null},{"id":"W4415610569","doi":"10.1016/j.brs.2025.10.023","title":"Human applications of transcranial temporal interference stimulation: A systematic review","year":2025,"lang":"en","type":"review","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Western Hospital; University of Toronto; Baycrest Hospital; St. Michael's Hospital","funders":"","keywords":"Interference (communication); Phase (matter); Human brain; Neuroimaging; Clinical trial","score_opus":0.08278420665777658,"score_gpt":0.3877675745114041,"score_spread":0.3049833678536275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415610569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015721831,0.9539052,0.031763166,0.00010460624,0.00016790802,0.012259768,0.00025032106,0.00023411626,0.0013132979],"genre_scores_gemma":[0.006093156,0.989094,0.00040473117,0.0003067433,0.00012543559,0.0023252042,0.00019312064,0.00007718263,0.0013803929],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9938162,0.0010726233,0.0030111514,0.0010142701,0.00074038544,0.00034535758],"domain_scores_gemma":[0.9934553,0.0036229983,0.0014956505,0.001057747,0.00026896314,0.00009934846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060524204,0.0007544495,0.003843628,0.00065107725,0.00030574767,0.00006141716,0.0008182677,0.00033913754,0.00021572287],"category_scores_gemma":[0.0018845267,0.0006680451,0.0008779104,0.002176295,0.00022996686,0.00019516429,0.00010081288,0.00038769245,0.00007863101],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007950645,0.00013329995,0.0000017381223,0.9600832,0.000057705827,0.0000021988835,0.00008031749,0.00014313083,0.00006499007,0.0024429,0.00020944269,0.03677315],"study_design_scores_gemma":[0.0011188206,0.00022353289,0.000031678952,0.9506824,0.005720566,0.000019982945,0.0000086329555,0.0005785835,0.000005166484,0.00079811167,0.03984216,0.000970379],"about_ca_topic_score_codex":0.00001668144,"about_ca_topic_score_gemma":0.000007494938,"teacher_disagreement_score":0.039632715,"about_ca_system_score_codex":0.00012659034,"about_ca_system_score_gemma":0.00027756995,"threshold_uncertainty_score":0.9995771},"labels":[],"label_agreement":null},{"id":"W4415766178","doi":"10.1016/j.brs.2025.10.020","title":"Trajectories of response to bilateral rTMS in late-life depression","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Canada Research Chairs; Sunnybrook Health Science Centre; Centre for Addiction and Mental Health","funders":"Daiichi Sankyo Europe; National Institute on Drug Abuse; National Institute on Aging; Japan Society for the Promotion of Science; Campbell Family Mental Health Research Institute; Ontario Ministry of Research and Innovation; Substance Abuse and Mental Health Services Administration; National Institutes of Health; Canadian Institutes of Health Research; Health Sciences Centre Foundation; Arrell Family Foundation; Temerty Family Foundation; Teijin Pharma; Vancouver Coastal Health Research Institute; Weston Brain Institute; Otsuka Pharmaceutical; University of Toronto; National Natural Science Foundation of China; Michael Smith Health Research BC; MagVenture; Health Resources and Services Administration; Ontario Brain Institute; Ontario Ministry of Health and Long-Term Care; Miyuki Giken; Biogen; Centre for Addiction and Mental Health Foundation; Fondation Brain Canada; BrightFocus Foundation; BrainsWay; National Institute of Mental Health; Patient-Centered Outcomes Research Institute; Klarman Family Foundation; Wellcome Trust","keywords":"Depression (economics); Identifier; MEDLINE; Clinical neurology","score_opus":0.030987110968674573,"score_gpt":0.3205848569066943,"score_spread":0.28959774593801973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415766178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911453,0.000030485235,0.0053958483,0.0019287833,0.00025875523,0.00048999366,0.000010956806,0.00006996549,0.0006698884],"genre_scores_gemma":[0.9981525,0.0000016160128,0.0004810788,0.00074578536,0.000016640159,0.00002336709,0.0000013662956,0.000009923814,0.0005677116],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99857056,0.0002780817,0.00040657126,0.00032803477,0.00023968403,0.00017708301],"domain_scores_gemma":[0.9976235,0.002013949,0.000062178726,0.00020067499,0.000052608433,0.00004711275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129004,0.00012525936,0.00021137635,0.00041821998,0.00007622206,0.000020076675,0.0001235958,0.00006840233,0.00004617147],"category_scores_gemma":[0.0042828363,0.000120434146,0.000041425865,0.0010107749,0.000060554747,0.00012477498,0.000048815677,0.00007393963,0.000013164577],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028181865,0.00005860444,0.049654953,0.000021375992,0.0000023173402,0.000002640413,0.0014971013,0.1533378,0.7896344,0.00047564093,0.0001346599,0.0023623118],"study_design_scores_gemma":[0.0016829096,0.000092696224,0.9571979,0.000082965176,0.000005800395,2.1742133e-7,0.000021955808,0.015058571,0.024202809,0.0010135608,0.000529473,0.00011115772],"about_ca_topic_score_codex":0.00005713989,"about_ca_topic_score_gemma":0.000024761572,"teacher_disagreement_score":0.90754294,"about_ca_system_score_codex":0.000038123246,"about_ca_system_score_gemma":0.00005689479,"threshold_uncertainty_score":0.5127265},"labels":[],"label_agreement":null},{"id":"W4416020252","doi":"10.1016/j.brs.2025.11.006","title":"Tremor reduction using multi-focus transcranial ultrasound stimulation system targeting the thalamus","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; McMaster University; University of Calgary","funders":"Canadian Institutes of Health Research; Cumming School of Medicine, University of Calgary; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Hotchkiss Brain Institute","keywords":"Thalamus; Thalamic stimulator; Reduction (mathematics); Stimulation; Transcranial magnetic stimulation; Ultrasound","score_opus":0.020482741898965526,"score_gpt":0.24454178000135626,"score_spread":0.22405903810239075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416020252","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11070963,0.001360465,0.8040365,0.06765405,0.004755892,0.00526533,0.0006161966,0.0035903053,0.0020116337],"genre_scores_gemma":[0.9790747,0.000019673564,0.005985974,0.005432393,0.006574192,0.00013590445,0.0019368774,0.00020074527,0.0006395386],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997708,0.00018667389,0.0007072134,0.00052298943,0.00041810068,0.00045700726],"domain_scores_gemma":[0.99830234,0.00079518824,0.00018798954,0.0005270281,0.00014322145,0.00004420932],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032651614,0.0005242497,0.0004295583,0.0002629551,0.0005665852,0.00021342625,0.00030080613,0.00083199056,0.00004564907],"category_scores_gemma":[0.00008824306,0.0004671673,0.00024644056,0.00053252885,0.00007199435,0.00024002223,0.000013592261,0.0011049088,0.000029749255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020492094,0.000036361023,0.00015112173,0.0006305023,0.0002274163,0.000010367809,0.0011249374,0.83555305,0.05063911,0.00013518297,0.10816939,0.0033020726],"study_design_scores_gemma":[0.0013144441,0.000020951182,0.0021456585,0.0003865677,0.0005360959,0.00009620081,0.00019733972,0.9123173,0.0007469117,0.0001755023,0.081153795,0.0009092612],"about_ca_topic_score_codex":0.00021835905,"about_ca_topic_score_gemma":0.000021131002,"teacher_disagreement_score":0.86836505,"about_ca_system_score_codex":0.0005017009,"about_ca_system_score_gemma":0.00007655503,"threshold_uncertainty_score":0.99977803},"labels":[],"label_agreement":null},{"id":"W4416189770","doi":"10.1016/j.brs.2025.11.001","title":"Assessment of different focused ultrasound transducers for neuromodulatory targeting of motor thalamus","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Ontario Brain Institute","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Neuromodulation; Focused ultrasound; Thalamus; Transducer; Ultrasound; Essential tremor","score_opus":0.010252734124164047,"score_gpt":0.25901002674793616,"score_spread":0.2487572926237721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416189770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7815196,0.00004738562,0.21713631,0.00004612561,0.00009846746,0.00042476988,0.000038801165,0.00006347337,0.0006250421],"genre_scores_gemma":[0.9953981,0.0000064220267,0.0043674437,0.000016802771,0.000027187822,0.00006671365,0.000055744258,0.00001807366,0.000043537508],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993789,0.000017209379,0.00028578463,0.00011886668,0.00009333029,0.00010591298],"domain_scores_gemma":[0.9991091,0.00062129745,0.000050388473,0.00014657466,0.00005173321,0.000020938878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009126101,0.000099350815,0.00017627799,0.000091644746,0.00003946826,0.000007398261,0.00007757431,0.00005507794,0.000016333574],"category_scores_gemma":[0.000050995375,0.000099113175,0.00008908479,0.00012124046,0.00002377706,0.00004733359,0.000003702838,0.000051384253,1.9471902e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007583103,0.000057360376,0.010493803,0.00022830047,0.0000518589,2.924528e-8,0.0001467022,0.07030692,0.9113021,0.0049527423,0.00010756753,0.002345058],"study_design_scores_gemma":[0.0010326533,0.00006058483,0.7241426,0.000051254705,0.000066693494,2.2276359e-7,0.000040885512,0.23158951,0.0401036,0.002133373,0.0006311679,0.00014741805],"about_ca_topic_score_codex":0.0000048024085,"about_ca_topic_score_gemma":0.0000035603603,"teacher_disagreement_score":0.8711985,"about_ca_system_score_codex":0.00003723517,"about_ca_system_score_gemma":0.00001981772,"threshold_uncertainty_score":0.4041718},"labels":[],"label_agreement":null},{"id":"W4416716615","doi":"10.1016/j.brs.2025.102988","title":"Modulating cerebrospinal fluid dynamics using pulsed photobiomodulation","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Laser Applications in Dentistry and Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Centre of Innovation","keywords":"Cerebrospinal fluid; Dynamics (music); Melanin; Modulation (music); Human brain; Model system","score_opus":0.020084897057109516,"score_gpt":0.3487700648415954,"score_spread":0.32868516778448587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416716615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6765216,0.000031257518,0.31892034,0.0009930799,0.00021160764,0.000521735,0.0000059570157,0.000098138116,0.002696265],"genre_scores_gemma":[0.98798925,0.000001537926,0.008554819,0.00059888005,0.00016809456,0.000020007881,0.0004295503,0.000016037246,0.002221819],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99890006,0.000032388092,0.00036875025,0.0002953071,0.0002200117,0.0001834595],"domain_scores_gemma":[0.9992192,0.000094739684,0.00009782538,0.0003519351,0.0001699172,0.00006639999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024230583,0.00013921813,0.00020617775,0.00020178815,0.00019672482,0.000024453755,0.00006227002,0.00012589969,0.00008662299],"category_scores_gemma":[0.0002754077,0.00014082355,0.00006528905,0.0006206575,0.00005494564,0.00012661303,0.000035231566,0.00012603855,0.000011260821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007290302,0.00054005417,0.19445543,0.0006923775,0.00023050114,0.00002591842,0.00028244915,0.13191007,0.54421824,0.01694406,0.00207461,0.10789724],"study_design_scores_gemma":[0.0016148125,0.000043715972,0.16457272,0.00019783663,0.000104808896,0.000025975316,0.000041374195,0.82849246,0.0032037774,0.001136386,0.00047022893,0.00009591587],"about_ca_topic_score_codex":0.000047934034,"about_ca_topic_score_gemma":0.000007019422,"teacher_disagreement_score":0.6965824,"about_ca_system_score_codex":0.00034784529,"about_ca_system_score_gemma":0.00010537562,"threshold_uncertainty_score":0.5742618},"labels":[],"label_agreement":null},{"id":"W4416759013","doi":"10.1016/j.brs.2025.102994","title":"Open letter on intervention regimes and adverse events in focused ultrasound for neuromodulation","year":2025,"lang":"en","type":"letter","venue":"Brain stimulation","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Sunnybrook Health Science Centre","funders":"","keywords":"Neuromodulation; Focused ultrasound; Adverse effect; Intervention (counseling); Psychological intervention","score_opus":0.020981189641898056,"score_gpt":0.2709432822189589,"score_spread":0.24996209257706087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416759013","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23955944,0.00020613286,0.13527592,0.5977196,0.0023707834,0.015781436,0.0006982859,0.0009824468,0.0074059255],"genre_scores_gemma":[0.74085265,0.000031744665,0.0031442982,0.23596847,0.0021096775,0.0016379812,0.0071080574,0.00023043918,0.008916658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988952,0.00006400279,0.00034366897,0.0003726694,0.00012762906,0.0001968222],"domain_scores_gemma":[0.99875486,0.0008222535,0.000084425184,0.00028433,0.000034091336,0.000020062434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016799728,0.000243729,0.00025108838,0.00027704387,0.00007298638,0.000044675733,0.00021282551,0.0003629643,0.000023695919],"category_scores_gemma":[0.00011525861,0.00026927516,0.00008303536,0.00016464939,0.000015062169,0.00023041546,0.00003156921,0.0003788147,0.000009959381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007286969,0.00006988238,0.0012736745,0.00057602144,0.00009040481,0.000003632574,0.00022932535,0.05124764,0.0012053371,0.0003545452,0.9317873,0.01308937],"study_design_scores_gemma":[0.0034665286,0.0001337144,0.042101067,0.00070389407,0.000092824914,0.000003934197,0.000009202161,0.061971534,0.00012294059,0.0066407267,0.8840856,0.0006680483],"about_ca_topic_score_codex":0.00003474092,"about_ca_topic_score_gemma":0.00003541677,"teacher_disagreement_score":0.50129324,"about_ca_system_score_codex":0.00011191962,"about_ca_system_score_gemma":0.000012809724,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W4416918077","doi":"10.1016/j.brs.2025.102997","title":"A novel interleaved TMS-MRS approach with standard MRI hardware","year":2025,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Harquail Centre for Neuromodulation; University of Toronto; Fondation Brain Canada; Department of Psychiatry, University of Toronto; Canadian Institutes of Health Research; Sunnybrook Research Institute; Brain and Behavior Research Foundation","keywords":"Neurochemical; Magnetic resonance imaging; Real-time MRI; Gold standard (test)","score_opus":0.02012764630819829,"score_gpt":0.3281958982959355,"score_spread":0.3080682519877372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416918077","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069196736,0.0000261081,0.9755916,0.0038021165,0.000015148784,0.00081370154,0.000019939176,0.0002464775,0.012565259],"genre_scores_gemma":[0.5812276,0.0000038260773,0.4125245,0.0011522968,0.000043918633,0.00013605267,0.00018559655,0.000018578132,0.0047076503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993194,0.000007691476,0.00016569858,0.00024242853,0.00013876999,0.00012604306],"domain_scores_gemma":[0.99942935,0.00005628163,0.000054971377,0.00027977364,0.00013286847,0.00004674947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008711122,0.00010942211,0.00017083711,0.00010311023,0.00007928092,0.00001617704,0.000053557385,0.00006500427,0.000018018023],"category_scores_gemma":[0.00005076616,0.00008899141,0.000039423554,0.00032076397,0.000044238237,0.00006853383,0.00002550429,0.00012076797,0.0000033192766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007837565,0.0024984246,0.024817914,0.0011050554,0.00038484635,0.000024529812,0.003395213,0.13840978,0.13836436,0.23987794,0.15537995,0.2879044],"study_design_scores_gemma":[0.012987657,0.0012629685,0.08425312,0.0012281461,0.00037101755,0.000084672545,0.0010777221,0.36146352,0.010709358,0.0075176754,0.518227,0.00081717246],"about_ca_topic_score_codex":0.000013657954,"about_ca_topic_score_gemma":0.000003713581,"teacher_disagreement_score":0.5743079,"about_ca_system_score_codex":0.0001260459,"about_ca_system_score_gemma":0.000084036066,"threshold_uncertainty_score":0.36289644},"labels":[],"label_agreement":null},{"id":"W572533357","doi":"10.1016/j.brs.2015.05.012","title":"The Effect of Cerebellar Degeneration on Human Sensori-motor Plasticity","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Neuroscience; Cerebellum; Transcranial magnetic stimulation; Motor cortex; Long-term potentiation; Primary motor cortex; Cerebellar Degeneration; Psychology; Somatosensory system; Stimulation; Cerebellar cortex; Interstimulus interval; Medicine; Internal medicine","score_opus":0.047080890812755634,"score_gpt":0.31416132578940265,"score_spread":0.267080434976647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572533357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954588,0.0000059502145,0.0027682486,0.00017798539,0.00036735868,0.00030294,0.0000061495375,0.000043410637,0.00086918054],"genre_scores_gemma":[0.9993885,4.7600503e-7,0.000024763622,0.00008280931,0.00018709041,0.000007052837,0.000006145743,0.000010853444,0.0002922635],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887806,0.0003453322,0.0001596679,0.00018319947,0.0003115045,0.00012223586],"domain_scores_gemma":[0.99857086,0.0010968543,0.00010236764,0.00014530301,0.000033511027,0.000051116698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030058276,0.000095459545,0.000092749666,0.000039799772,0.000251444,0.0000338662,0.00009443798,0.00004840065,0.0000058237833],"category_scores_gemma":[0.0026511266,0.00006677587,0.000035473153,0.00011539391,0.00007323761,0.00007735092,0.000016304819,0.0000708042,0.00004207693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019651416,0.000028487297,0.0031504515,0.00001046906,0.0000028166526,0.0000014733996,0.000122019366,0.32211247,0.66753477,0.0016795135,0.003300477,0.0018605533],"study_design_scores_gemma":[0.0017405286,0.0018835787,0.008267792,0.000021333959,0.000017353292,0.0000021697144,0.00001461299,0.117820054,0.86622316,0.000574786,0.0032601338,0.00017452119],"about_ca_topic_score_codex":0.0000073028614,"about_ca_topic_score_gemma":0.000008011235,"teacher_disagreement_score":0.2042924,"about_ca_system_score_codex":0.0000328355,"about_ca_system_score_gemma":0.000018028337,"threshold_uncertainty_score":0.31738377},"labels":[],"label_agreement":null},{"id":"W815050927","doi":"10.1016/j.brs.2015.06.010","title":"Deep Brain Stimulation Modulates Gamma Oscillations and Theta–Gamma Coupling in Treatment Resistant Depression","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; St. Jude Medical; Ontario Mental Health Foundation; Centre for Addiction and Mental Health; National Alliance for Research on Schizophrenia and Depression; Brain and Behavior Research Foundation; AstraZeneca; Campbell Institute; Institute for Advancements in Mental Health","keywords":"Deep brain stimulation; Treatment-resistant depression; Psychology; Stimulation; Neuroscience; Depression (economics); Electroencephalography; Neurophysiology; Medicine; Antidepressant; Internal medicine; Hippocampus; Parkinson's disease","score_opus":0.04722802890126509,"score_gpt":0.31310702375697985,"score_spread":0.26587899485571476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W815050927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309874,0.0005825335,0.00226859,0.0022750068,0.000055452627,0.0009338115,0.0000059775807,0.00008935488,0.0006905474],"genre_scores_gemma":[0.9982035,0.000024344941,0.0008515624,0.0002941318,0.0000519554,0.000038188504,0.00018821073,0.00002538967,0.0003227112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986442,0.00007259622,0.00034775387,0.00042313972,0.00027379295,0.00023852393],"domain_scores_gemma":[0.99900067,0.00040553484,0.000106236475,0.00023233602,0.000076900695,0.00017833496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020610742,0.00021829287,0.00029323503,0.0001843085,0.00011526126,0.000036638914,0.000032190634,0.00013914844,0.00002570338],"category_scores_gemma":[0.0003646901,0.00016734385,0.00005649345,0.00024513146,0.000043649758,0.00016148387,0.00002959004,0.00008636959,0.00001241698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011096307,0.000431132,0.5534078,0.000017727034,0.000036541467,0.000041975847,0.000559282,0.4298283,0.0023547774,0.00018601948,0.000098623044,0.011928219],"study_design_scores_gemma":[0.004463988,0.0005186741,0.52879447,0.000036039,0.000039350536,0.0000033811045,0.000048533526,0.46219328,0.0000707747,0.0036113341,0.0001218556,0.000098300756],"about_ca_topic_score_codex":0.00013909196,"about_ca_topic_score_gemma":0.00015585177,"teacher_disagreement_score":0.032364987,"about_ca_system_score_codex":0.00017056322,"about_ca_system_score_gemma":0.000043340337,"threshold_uncertainty_score":0.6824084},"labels":[],"label_agreement":null},{"id":"W964324286","doi":"10.1016/j.brs.2015.06.008","title":"High-Definition and Non-invasive Brain Modulation of Pain and Motor Dysfunction in Chronic TMD","year":2015,"lang":"en","type":"article","venue":"Brain stimulation","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; American Academy of Orofacial Pain","keywords":"McGill Pain Questionnaire; Medicine; Placebo; Visual analogue scale; Chronic pain; Transcranial direct-current stimulation; Orofacial pain; Physical therapy; Analgesic; Physical medicine and rehabilitation; Anesthesia; Stimulation; Internal medicine","score_opus":0.05048314231471232,"score_gpt":0.33570761196555127,"score_spread":0.2852244696508389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W964324286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767916,0.00012630748,0.018376345,0.0030551017,0.00017976435,0.0011792119,0.00001881514,0.00005671547,0.00021610873],"genre_scores_gemma":[0.9973202,0.000011939404,0.0017146847,0.00037404112,0.00011827395,0.00007584452,0.00024695514,0.000025707694,0.00011236165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979278,0.00078927237,0.00053576694,0.0002911846,0.00022653991,0.0002294258],"domain_scores_gemma":[0.99792266,0.0013615489,0.00030968906,0.00017550142,0.00013701974,0.00009358806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019638161,0.0001492114,0.0002541054,0.00029009528,0.00013975268,0.00000836329,0.000035598117,0.00023409653,0.000030574814],"category_scores_gemma":[0.0019682085,0.00015732522,0.000021995187,0.00023344935,0.00006030812,0.0003361904,0.000046155677,0.00020995445,0.000013828153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013085267,0.00022331692,0.79807454,0.0018911853,0.00007115031,0.000009242722,0.019153222,0.033925284,0.09134729,0.007445032,0.017321104,0.029230095],"study_design_scores_gemma":[0.0048895106,0.0004882025,0.8662849,0.00030728645,0.000011578225,7.7819004e-7,0.0009978187,0.11330981,0.000033176475,0.0132119255,0.00029648782,0.00016850527],"about_ca_topic_score_codex":0.0010000351,"about_ca_topic_score_gemma":0.0012767909,"teacher_disagreement_score":0.091314115,"about_ca_system_score_codex":0.00035008424,"about_ca_system_score_gemma":0.0002517362,"threshold_uncertainty_score":0.64155364},"labels":[],"label_agreement":null}]}