{"meta":{"query_hash":"2e66e188b1b9","filters":{"venue":"Critical Reviews in Biomedical Engineering"},"cohort_total":88,"direct_labels_cover":0,"predictions_cover":88,"exported":88,"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/2e66e188b1b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Critical+Reviews+in+Biomedical+Engineering"},"results":[{"id":"W1814028575","doi":"10.1615/critrevbiomedeng.2015013977","title":"Strategies and Scientific Basis of Dose Reduction on State-of-the-Art Multirow Detector X-Ray CT Systems","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Radiation Dose and Imaging","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":"McMaster University","funders":"","keywords":"Medical physics; Radiation dose; Medicine; Reduction (mathematics); Government (linguistics); Computed tomography; Nuclear medicine; Computer science; Radiology; Mathematics","score_opus":0.05892661346331113,"score_gpt":0.36210379780703783,"score_spread":0.3031771843437267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1814028575","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":[0.00023415757,0.996766,0.00041660405,0.00006952131,0.0014131498,0.0010087813,0.000021820619,0.000021402497,0.000048602677],"genre_scores_gemma":[0.0032067741,0.9958101,0.00055329554,0.0000058067335,0.00017068406,0.00010520115,0.000026572445,0.00003856705,0.000083007595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972865,0.00017062497,0.0013228926,0.00038181862,0.0005499982,0.00028817204],"domain_scores_gemma":[0.9986478,0.00035821405,0.0001801914,0.0004486956,0.00008511872,0.00027995248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015925297,0.0003010465,0.0019074676,0.00046916958,0.000027852415,0.000059030004,0.00018058467,0.00011575734,0.00001324644],"category_scores_gemma":[0.0037603958,0.00019114002,0.00026453243,0.0009274393,0.00046429355,0.0001298086,0.00005970355,0.0005319584,0.00001471649],"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":[0.0000039622873,0.000090058114,0.0000010964576,0.074878536,0.000029997233,0.000012472324,0.000038780825,0.0000220974,0.00013661842,0.00032528938,0.0005015115,0.92395955],"study_design_scores_gemma":[0.00022702674,0.00007908115,0.000009907497,0.07106834,0.000262754,0.00008032563,0.000024785053,0.0023463587,0.000018058598,0.0000075224575,0.9257182,0.00015767668],"about_ca_topic_score_codex":0.000005377797,"about_ca_topic_score_gemma":1.734134e-7,"teacher_disagreement_score":0.9252167,"about_ca_system_score_codex":0.00015612623,"about_ca_system_score_gemma":0.00034685887,"threshold_uncertainty_score":0.77944636},"labels":[],"label_agreement":null},{"id":"W1964761239","doi":"10.1615/critrevbiomedeng.v36.i5-6.10","title":"Segmentation of Images of Abdominal Organs","year":2008,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Radiomics and Machine Learning in Medical Imaging","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":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Segmentation; Computer science; Tracing; Artificial intelligence; Pixel; Image segmentation; Computer vision; Boundary (topology); Process (computing); Magnetic resonance imaging; Radiology; Medicine; Mathematics","score_opus":0.029596751069111745,"score_gpt":0.3855143857264657,"score_spread":0.35591763465735393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964761239","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":[0.00000838525,0.9837837,0.014978995,0.00013894791,0.00030928734,0.000597932,0.000015887254,0.000024321396,0.00014249334],"genre_scores_gemma":[0.000044134733,0.9735806,0.02590665,0.000038270035,0.000217205,0.000057528272,0.000077446704,0.000057803947,0.000020362746],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662906,0.00012350144,0.0020119562,0.00035452453,0.0005106941,0.00037024778],"domain_scores_gemma":[0.9980811,0.0009429172,0.00023471571,0.00034008117,0.00006610606,0.00033506536],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007554437,0.00037594535,0.0034794456,0.00054527516,0.00001538965,0.0000049709856,0.00023067149,0.00032269603,0.00014486609],"category_scores_gemma":[0.010276618,0.0002811999,0.0006066275,0.00081237196,0.00050158583,0.000051144554,0.00008224872,0.0010595168,0.000015782525],"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":[0.000004014967,0.00017042439,0.0000064865612,0.08932075,0.000042442774,0.00012432494,0.00002838709,0.0000010577096,0.00015511109,0.00018814238,0.0005912665,0.9093676],"study_design_scores_gemma":[0.00039984053,0.00013056767,0.000012155278,0.0885982,0.00047945595,0.00053376565,0.000005570343,0.0008359396,0.000030393949,0.000009716632,0.9087376,0.00022676493],"about_ca_topic_score_codex":0.000007854704,"about_ca_topic_score_gemma":6.3637934e-8,"teacher_disagreement_score":0.9091408,"about_ca_system_score_codex":0.000121116136,"about_ca_system_score_gemma":0.00023010826,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W1965264984","doi":"10.1615/critrevbiomedeng.v37.i6.30","title":"Advances in Multimodality Imaging Through a Hybrid PET/MRI System","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Medical Imaging Techniques and Applications","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":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Positron emission tomography; Magnetic resonance imaging; PET-CT; Medical physics; Artifact (error); Scanner; Computer science; Preclinical imaging; Molecular imaging; Medicine; Nuclear medicine; Radiology; Artificial intelligence","score_opus":0.04141920676551589,"score_gpt":0.4168812542940741,"score_spread":0.37546204752855816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965264984","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":[3.324803e-7,0.9361849,0.059066873,0.0013261124,0.00024124233,0.0019153033,0.000023834331,0.00032757712,0.00091382506],"genre_scores_gemma":[0.000090653186,0.93424195,0.06384998,0.00025800243,0.00037051603,0.00097092567,0.00013628534,0.00007210646,0.000009572569],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949526,0.00018361174,0.0024416998,0.0009402813,0.0005809955,0.00090077525],"domain_scores_gemma":[0.9975845,0.0007755658,0.00015581585,0.00083945785,0.00005078092,0.0005938779],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015717825,0.00070102036,0.003988533,0.0004245509,0.00003800613,0.000035702524,0.00047640456,0.0002134212,0.00006067643],"category_scores_gemma":[0.0042364052,0.0005369113,0.0006293281,0.0011726263,0.00031253207,0.0001861514,0.00014867944,0.0019122728,0.00008592967],"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":[0.0000018862777,0.00021720606,0.0000017851809,0.08394906,0.000005406549,0.0009181988,0.0000067122896,3.80587e-7,0.0000015209806,0.0044316854,0.0007954346,0.9096707],"study_design_scores_gemma":[0.00023646849,0.000026506717,0.0000013335184,0.16858101,0.00020709987,0.00077823544,0.000005241217,0.006380102,5.844972e-7,0.00010791449,0.8233001,0.00037538726],"about_ca_topic_score_codex":0.000016249951,"about_ca_topic_score_gemma":4.5285782e-7,"teacher_disagreement_score":0.9092953,"about_ca_system_score_codex":0.00068873115,"about_ca_system_score_gemma":0.00020116955,"threshold_uncertainty_score":0.99970824},"labels":[],"label_agreement":null},{"id":"W1968333559","doi":"10.1615/critrevbiomedeng.v38.i5.20","title":"Intramuscular EMG Signal Decomposition","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of Waterloo","funders":"","keywords":"Motor unit; Electromyography; SIGNAL (programming language); Decomposition; Computer science; Pattern recognition (psychology); Signal processing; Artificial intelligence; Physical medicine and rehabilitation; Neuroscience; Medicine; Psychology; Chemistry","score_opus":0.02372797389498102,"score_gpt":0.32761772657164917,"score_spread":0.3038897526766682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968333559","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":[0.0000013189538,0.9760948,0.02177849,0.00003705113,0.00092751207,0.0005370331,0.0000118286625,0.00032120512,0.00029076939],"genre_scores_gemma":[0.00004560917,0.99558747,0.0031940422,0.00003171147,0.0004995102,0.00045180199,0.00008876061,0.00009824086,0.0000028751463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973006,0.000073543975,0.0012241738,0.00039902024,0.0003027478,0.00069991703],"domain_scores_gemma":[0.9986979,0.0005601833,0.00004234922,0.000338226,0.000025563595,0.00033580346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005436258,0.00061505707,0.0020872143,0.0006300356,0.000043617332,0.00005360168,0.00035418905,0.00068650086,0.00019612264],"category_scores_gemma":[0.0007492795,0.0005246118,0.00061637664,0.0011028434,0.00013427655,0.00011021712,0.000059806443,0.0019082805,0.000052822736],"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":[2.607054e-7,0.000034298955,8.655128e-8,0.022466712,0.000036445184,0.000020895177,0.000008497979,0.000006362841,0.000030648756,0.0008192492,0.0005848881,0.97599167],"study_design_scores_gemma":[0.00007591202,0.000021864213,0.0000030041308,0.015876595,0.00014543577,0.00003468001,9.922942e-7,0.0016698851,0.0000029474531,0.000042097417,0.98162067,0.0005059458],"about_ca_topic_score_codex":0.0000010394059,"about_ca_topic_score_gemma":8.6016564e-7,"teacher_disagreement_score":0.98103577,"about_ca_system_score_codex":0.00015628563,"about_ca_system_score_gemma":0.000033167995,"threshold_uncertainty_score":0.9997206},"labels":[],"label_agreement":null},{"id":"W1968581313","doi":"10.1615/critrevbiomedeng.v37.i1-2.20","title":"Robotic Brachytherapy of the Prostate","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Prostate Cancer Diagnosis and Treatment","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":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Brachytherapy; Prostate brachytherapy; Robotics; Medical physics; Dosimetry; Medicine; Prostate; Imaging phantom; Computer science; Artificial intelligence; Radiation therapy; Robot; Radiology","score_opus":0.046681641488269435,"score_gpt":0.3753592877153806,"score_spread":0.32867764622711115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968581313","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":[0.0000017259011,0.9966744,0.00018299207,0.0006937838,0.00042817183,0.0019010853,0.000015455402,0.0000255487,0.00007682865],"genre_scores_gemma":[0.000033487257,0.9979579,0.001118991,0.00020683787,0.00017219297,0.00039172862,0.000032100827,0.000046439603,0.000040320214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997323,0.00010426156,0.0013561238,0.00039887076,0.0003680077,0.00044973983],"domain_scores_gemma":[0.99853444,0.00043864475,0.00013288461,0.0005818357,0.000036663372,0.00027553478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048828236,0.00043451833,0.0029951157,0.00017830271,0.00001952854,0.000011578289,0.00023851058,0.0002824435,0.000062936255],"category_scores_gemma":[0.001804522,0.00023126088,0.00081210205,0.0008621649,0.0002002808,0.0000323331,0.00006634139,0.00071482523,0.000024542602],"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":[0.0000024100423,0.00026262266,0.000004947882,0.04613595,0.00004004688,0.00005832584,0.0000122225,0.000001374279,0.0000013818798,0.0006693554,0.0003065536,0.9525048],"study_design_scores_gemma":[0.00027046484,0.00018338558,0.00004249691,0.1370076,0.00052838126,0.00008088692,6.2245493e-7,0.00005578578,0.0000025054214,0.00003864517,0.8616229,0.0001663139],"about_ca_topic_score_codex":0.0000025508257,"about_ca_topic_score_gemma":2.790113e-7,"teacher_disagreement_score":0.9523385,"about_ca_system_score_codex":0.00030443154,"about_ca_system_score_gemma":0.00024914785,"threshold_uncertainty_score":0.9430545},"labels":[],"label_agreement":null},{"id":"W1972026551","doi":"10.1615/critrevbiomedeng.2014011124","title":"Modeling the Weaning of Intensive Care Unit Patients from Mechanical Ventilation: A Review","year":2014,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Respiratory Support and Mechanisms","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":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Mechanical ventilation; Weaning; Process (computing); Intensive care unit; Intensive care medicine; Medicine; Health care; Computer science; Intensive care; Unit (ring theory); Risk analysis (engineering); Medical emergency; Operations management; Engineering; Mathematics","score_opus":0.079294034190588,"score_gpt":0.37873841668322716,"score_spread":0.29944438249263916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972026551","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":[0.0000059162535,0.97922254,0.018126024,0.00012032468,0.0007392802,0.0016804571,0.000031287793,0.00003673132,0.000037420657],"genre_scores_gemma":[0.00012733231,0.995664,0.001987665,0.0010141853,0.00039277377,0.00024129888,0.00048816908,0.00007913823,0.000005433182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956191,0.00024267846,0.002449991,0.00055499474,0.0006711069,0.00046213815],"domain_scores_gemma":[0.9973403,0.000635096,0.00021397539,0.0007679483,0.0006441696,0.00039850897],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010723437,0.0005450441,0.0041256836,0.00022203328,0.000037378828,0.000013475725,0.00041631787,0.00048854924,0.00021849171],"category_scores_gemma":[0.016064657,0.00033683894,0.0009229573,0.00068085024,0.000106864,0.000052635074,0.0002105434,0.0012354301,0.00006569917],"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":[0.0000053820377,0.00004695328,0.0000019586564,0.18107413,0.000055153123,0.00003141293,0.000042843054,0.0000015543595,0.0000032027451,0.0005941266,0.00023019259,0.8179131],"study_design_scores_gemma":[0.00019489416,0.00009724086,6.187513e-7,0.29592365,0.0011568293,0.000010954474,0.000026201415,0.0016567016,9.332321e-7,0.00001739372,0.70070934,0.00020526363],"about_ca_topic_score_codex":0.000005373267,"about_ca_topic_score_gemma":5.9067617e-7,"teacher_disagreement_score":0.81770784,"about_ca_system_score_codex":0.00013044142,"about_ca_system_score_gemma":0.00020787785,"threshold_uncertainty_score":0.9999084},"labels":[],"label_agreement":null},{"id":"W1979315229","doi":"10.1615/critrevbiomedeng.2013006841","title":"Complexity in Neurobiology: Perspectives from the study of noise in human motor systems","year":2012,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Neural dynamics and brain function","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":"McMaster University","funders":"","keywords":"Noise (video); Intermittency; Cognitive science; Systems neuroscience; Computer science; Reductionism; Motor control; Neuroscience; Complex system; Psychology; Artificial intelligence; Physics","score_opus":0.09380676174788531,"score_gpt":0.34126632461575546,"score_spread":0.24745956286787013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979315229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964431,0.0019119325,0.00016897186,0.00026116258,0.00056307425,0.0005963097,0.000011181331,0.000015826821,0.00002845077],"genre_scores_gemma":[0.999498,0.00018506896,0.00003655563,0.0000805274,0.0001162368,0.000070308175,0.0000018085968,0.000009308047,0.0000021863025],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99831814,0.00037643925,0.0005526032,0.00026537088,0.00016649373,0.0003209552],"domain_scores_gemma":[0.99847054,0.0011846279,0.00003556333,0.0002095494,0.000009179069,0.000090529655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007653828,0.00012832924,0.00039097818,0.00012107982,0.000025145533,0.0000126117275,0.00024433256,0.00006409696,0.00001865919],"category_scores_gemma":[0.0051885215,0.00008640153,0.000041998504,0.0004849104,0.0002160501,0.00009044679,0.000099309225,0.00041497045,0.0000048935794],"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":[0.000039449194,0.004244852,0.02817009,0.000515724,0.0000050210656,0.000057269834,0.0034001423,0.00019388969,0.90282464,0.058233473,0.00005869503,0.0022567268],"study_design_scores_gemma":[0.0031490813,0.0012664609,0.86384135,0.002873797,0.00003957989,0.00002811792,0.0032408787,0.11463114,0.000950824,0.00091215124,0.008116833,0.0009497736],"about_ca_topic_score_codex":0.00020546926,"about_ca_topic_score_gemma":0.000023874303,"teacher_disagreement_score":0.9018738,"about_ca_system_score_codex":0.00006802003,"about_ca_system_score_gemma":0.000005526252,"threshold_uncertainty_score":0.621152},"labels":[],"label_agreement":null},{"id":"W1987498021","doi":"10.1615/critrevbiomedeng.v31.i12.30","title":"Modeling the Human Lumbar Spine for Assessing Spinal Loads, Stability, and Risk of Injury","year":2003,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":63,"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":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Lumbar spine; Biomechanics; Computer science; Stability (learning theory); Spinal injury; Physical medicine and rehabilitation; Risk analysis (engineering); Medicine; Spinal cord injury; Surgery; Machine learning; Anatomy","score_opus":0.10022349648894224,"score_gpt":0.4367550369029007,"score_spread":0.33653154041395844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987498021","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":[0.00047602563,0.9574911,0.040285654,0.00007666459,0.0002673289,0.0013102469,0.000029604314,0.000022437922,0.00004092631],"genre_scores_gemma":[0.00081899407,0.9921613,0.006334718,0.000073081326,0.00023482383,0.0002778941,0.000035821395,0.000057346973,0.0000060693155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966504,0.00023025177,0.0018468666,0.0005247212,0.00025335242,0.00049439777],"domain_scores_gemma":[0.998938,0.00008419712,0.00013673567,0.0004935113,0.00008149608,0.0002660083],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022904524,0.00045219134,0.0029619406,0.0002522452,0.000058089936,0.000024860381,0.00022840707,0.00045003637,0.00006290538],"category_scores_gemma":[0.008280558,0.00027916682,0.00066333276,0.00041276368,0.0003749931,0.0000766199,0.00013527914,0.0010604179,0.0000037502448],"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":[0.0000019816976,0.00020726722,0.0000069443217,0.1310394,0.000082490085,0.000019726625,0.000014087396,8.48064e-7,0.00018972463,0.0036723479,0.00009673084,0.8646684],"study_design_scores_gemma":[0.0009141135,0.0014736421,0.00009068652,0.18600534,0.004104936,0.00032199937,0.000032161122,0.019421276,0.000015381327,0.00039711018,0.7863618,0.00086153526],"about_ca_topic_score_codex":0.0000088321085,"about_ca_topic_score_gemma":9.618248e-7,"teacher_disagreement_score":0.8638069,"about_ca_system_score_codex":0.00010414794,"about_ca_system_score_gemma":0.0001232534,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W1988332932","doi":"10.1615/critrevbiomedeng.v35.i1-2.30","title":"Thermal Therapy, Part IV: Electromagnetic and Thermal Dosimetry","year":2007,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","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":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Dosimetry; Radiation treatment planning; Medical physics; Documentation; Radiation therapy; Heat transfer; Nuclear engineering; Systems engineering; Medicine; Computer science; Nuclear medicine; Engineering; Physics; Radiology","score_opus":0.037195999502226525,"score_gpt":0.3198791331129117,"score_spread":0.2826831336106852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988332932","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":[0.0001027075,0.9967532,0.0010852169,0.000024373407,0.00038204892,0.00076618086,0.000018610615,0.00027741626,0.00059021445],"genre_scores_gemma":[0.00015991156,0.9973187,0.0011209667,0.00006709012,0.0006773435,0.0004258014,0.00005235674,0.00015686988,0.00002096128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970558,0.000078194535,0.0012002687,0.0004915311,0.00028632043,0.00088782905],"domain_scores_gemma":[0.9979852,0.0010597443,0.000041438885,0.0004637332,0.000015172522,0.00043471486],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073004235,0.000701371,0.0018957682,0.0003723088,0.000048862934,0.00006719187,0.00041816663,0.00065086014,0.00028765772],"category_scores_gemma":[0.0004283256,0.0005475348,0.0003401408,0.00086360204,0.00022488557,0.000082466744,0.00005929452,0.0012803825,0.00012894886],"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":[7.513163e-7,0.00005196707,3.9460102e-7,0.009194338,0.00003610886,0.000020104279,0.000017002088,0.0000049815894,0.00031434302,0.00067566463,0.00014700311,0.98953736],"study_design_scores_gemma":[0.00014303265,0.000045948425,0.0000064788255,0.007053634,0.00012148778,0.00004718864,0.0000015061993,0.00072324503,0.0000068913405,0.000010560152,0.991275,0.00056503137],"about_ca_topic_score_codex":0.0000018833415,"about_ca_topic_score_gemma":4.1377953e-7,"teacher_disagreement_score":0.99112797,"about_ca_system_score_codex":0.000116353636,"about_ca_system_score_gemma":0.000044653054,"threshold_uncertainty_score":0.9996976},"labels":[],"label_agreement":null},{"id":"W1994262462","doi":"10.1615/critrevbiomedeng.2014012131","title":"A Multi-Step Algorithm for Measuring Airway Luminal Diameter and Wall Thickness in Lung CT Images","year":2014,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Lung Cancer Diagnosis and Treatment","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":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Airway; Lumen (anatomy); Imaging phantom; Lung; Biomedical engineering; Computed tomography; Tomography; Medicine; Algorithm; Computer science; Radiology; Surgery; Internal medicine","score_opus":0.025695900157082636,"score_gpt":0.32373179896830745,"score_spread":0.29803589881122483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994262462","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":[0.021496385,0.07461592,0.8921211,0.0074573504,0.0011113252,0.0029172373,0.000028753871,0.00014062108,0.00011131798],"genre_scores_gemma":[0.50263745,0.010194455,0.48306203,0.0011456944,0.0007385188,0.0020242175,0.000037043847,0.0001041834,0.00005640534],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983367,0.00005212934,0.0005288959,0.00040364134,0.0002211105,0.0004575209],"domain_scores_gemma":[0.9986691,0.00074310106,0.000022987637,0.0001999943,0.000035055793,0.00032980283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010280242,0.00022797662,0.0007026069,0.00017781685,0.000024188463,0.000022798395,0.000079382,0.000086219996,0.000020492476],"category_scores_gemma":[0.0023092495,0.00017405637,0.000114821334,0.00020335751,0.00012142682,0.0000709287,0.0000507249,0.0002820844,0.0000054518646],"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":[0.000026941596,0.0009762318,0.0062716897,0.011913315,0.00004941482,0.00024244528,0.00016975528,0.0000074858594,0.0014172542,0.0004351507,0.0006765345,0.9778138],"study_design_scores_gemma":[0.011446834,0.00078605925,0.03983519,0.024053289,0.0004900266,0.00029301198,0.000055423592,0.7735172,0.001305505,0.00006426711,0.14716995,0.0009832748],"about_ca_topic_score_codex":0.00003725967,"about_ca_topic_score_gemma":0.000007977984,"teacher_disagreement_score":0.9768305,"about_ca_system_score_codex":0.00022489438,"about_ca_system_score_gemma":0.000026747826,"threshold_uncertainty_score":0.7097813},"labels":[],"label_agreement":null},{"id":"W2000180547","doi":"10.1615/critrevbiomedeng.v36.i4.10","title":"Microbubbles as Ultrasound Contrast Agents and in Targeted Drug Delivery","year":2008,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":12,"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; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Microbubbles; Drug delivery; Ultrasound; Ultrasound energy; Biomedical engineering; Targeted drug delivery; Focused ultrasound; Contrast-enhanced ultrasound; Medicine; Nanotechnology; Medical physics; Materials science; Radiology","score_opus":0.021913316432706612,"score_gpt":0.29033801889603483,"score_spread":0.2684247024633282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000180547","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":[0.00022703303,0.9978292,0.00044086753,0.000027813277,0.00030193615,0.00077991135,0.000060742954,0.00015991164,0.00017255965],"genre_scores_gemma":[0.000458805,0.99727744,0.0013109967,0.000059897746,0.00017699445,0.00044344927,0.00014274525,0.000113949,0.000015751622],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997101,0.000082849765,0.0013251879,0.00050485315,0.00022247135,0.00076361105],"domain_scores_gemma":[0.99774575,0.0014285493,0.0000403717,0.00033446314,0.00001845287,0.00043243667],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003306779,0.00064137945,0.0021393567,0.0004661397,0.000041804873,0.00004932466,0.00035782857,0.00046712428,0.000114735674],"category_scores_gemma":[0.0012218801,0.00057178,0.00027063224,0.0008152484,0.00023422945,0.000107025175,0.00005685333,0.0010601578,0.00016082756],"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":[0.0000020154812,0.00020730442,0.000012387142,0.044407472,0.00009098919,0.00025409219,0.00017197992,0.000049823982,0.00028703787,0.00056300376,0.0039648525,0.949989],"study_design_scores_gemma":[0.00017698927,0.0000070635742,0.00001860452,0.01588186,0.00007753404,0.0002897192,0.0000061559062,0.0005765183,0.0000024172882,0.0000330065,0.9823842,0.0005458983],"about_ca_topic_score_codex":0.00001702336,"about_ca_topic_score_gemma":0.000010416894,"teacher_disagreement_score":0.97841936,"about_ca_system_score_codex":0.00023963237,"about_ca_system_score_gemma":0.00007556264,"threshold_uncertainty_score":0.99967337},"labels":[],"label_agreement":null},{"id":"W2002549095","doi":"10.1615/critrevbiomedeng.2014011220","title":"Ballistocardiogram Correction in Simultaneous EEG/ fMRI Recordings: A Comparison of Average Artifact Subtraction and Optimal Basis Set Methods Using Two Popular Software Tools","year":2014,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"EEG and Brain-Computer Interfaces","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":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Artifact (error); Subtraction; Software; Set (abstract data type); Computer science; Artificial intelligence; Electroencephalography; Basis (linear algebra); Computer vision; Pattern recognition (psychology); Medical physics; Psychology; Medicine; Mathematics; Neuroscience","score_opus":0.11219768806165668,"score_gpt":0.44560619779722727,"score_spread":0.33340850973557057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002549095","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":[0.00029599454,0.57372403,0.42358705,0.000016027452,0.0015597126,0.00071942137,0.000018609493,0.00007227752,0.0000068342256],"genre_scores_gemma":[0.006999078,0.9034944,0.0890171,0.000049119335,0.00021631015,0.000105134335,0.000028378203,0.00008444368,0.0000060122247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947094,0.0011815573,0.0021733756,0.0009170154,0.00040296247,0.00061570684],"domain_scores_gemma":[0.98928744,0.009697787,0.00031285538,0.00037343992,0.0000387612,0.0002897224],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023909814,0.00060023856,0.003461651,0.0006843414,0.000057298705,0.00012689587,0.00038506492,0.00047967283,0.000022638975],"category_scores_gemma":[0.040248055,0.00052004436,0.000483125,0.0011259347,0.0002331093,0.00022950095,0.0001906076,0.0014356651,0.000007269858],"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":[0.000007753878,0.000093794166,0.0000062314443,0.014526065,0.000010237687,0.00005359199,0.000056183708,0.003404091,0.00033105002,0.000025060657,0.000025291189,0.98146063],"study_design_scores_gemma":[0.0001687591,0.00017460306,0.0000018743635,0.034303013,0.00016666777,0.00025394818,0.000009002704,0.40195605,0.00013353693,0.000011443236,0.56231457,0.0005065112],"about_ca_topic_score_codex":0.00003227901,"about_ca_topic_score_gemma":0.0000024987435,"teacher_disagreement_score":0.9809541,"about_ca_system_score_codex":0.00029475245,"about_ca_system_score_gemma":0.000054229607,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W2004009876","doi":"10.1615/critrevbiomedeng.v31.i4.20","title":"Health Risks of Electromagnetic Fields. Part III: Risk Analysis","year":2003,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","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":"Queen's University; Institute of Population and Public Health; University of Ottawa; Health Canada","funders":"","keywords":"Risk analysis (engineering); Public health; Scientific evidence; Risk communication; Risk management; Risk assessment; Population; Engineering ethics; Scientific consensus; Management science; Data science; Computer science; Medicine; Business; Engineering; Environmental health; Epistemology; Computer security; Pathology; Climate change","score_opus":0.04104629729707371,"score_gpt":0.37428201524938987,"score_spread":0.33323571795231616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004009876","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":[0.00006797917,0.99410236,0.004741265,0.000057523615,0.00021253373,0.0006474133,0.00003707744,0.000013649448,0.000120202276],"genre_scores_gemma":[0.000526485,0.99660105,0.0020279358,0.00013909467,0.00020212843,0.00017296385,0.00026589137,0.000031465093,0.000032974604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959557,0.0006345926,0.0016330305,0.00074887084,0.00024363694,0.0007841688],"domain_scores_gemma":[0.99829,0.00041977104,0.00028257084,0.0006094909,0.00003455858,0.00036357844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015265035,0.00053377677,0.0031764156,0.00029827523,0.000035956306,0.000015089086,0.0004238664,0.00096246356,0.00012561106],"category_scores_gemma":[0.0028025408,0.00038757615,0.0011275735,0.0013077288,0.00019643531,0.0000023714508,0.00011832612,0.0009249492,0.000009240219],"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":[0.000005408219,0.000183178,0.0000065236054,0.011664825,0.00026266923,0.000010740923,0.0000031095537,0.0000041689877,0.000106241685,0.0002557166,0.0010677918,0.98642963],"study_design_scores_gemma":[0.00017736276,0.0021688226,0.000009413404,0.004079363,0.000950436,0.00001920537,7.040261e-7,0.00010749164,0.000011884079,0.000028691897,0.99202496,0.0004216956],"about_ca_topic_score_codex":0.00004891529,"about_ca_topic_score_gemma":0.000013144187,"teacher_disagreement_score":0.99095714,"about_ca_system_score_codex":0.00004639477,"about_ca_system_score_gemma":0.00017308189,"threshold_uncertainty_score":0.9998576},"labels":[],"label_agreement":null},{"id":"W2005874536","doi":"10.1615/critrevbiomedeng.v38.i2.60","title":"Computer-Aided Diagnosis of Knee-Joint Disorders via Vibroarthrographic Signal Analysis: A Review","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":55,"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; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Health Research Board","keywords":"Osteoarthritis; Knee Joint; Auscultation; Joint (building); Medicine; Cartilage; Articular cartilage; Biomedical engineering; Computer science; Radiology; Physical medicine and rehabilitation; Pathology; Surgery; Anatomy; Engineering","score_opus":0.026891374492585295,"score_gpt":0.3242475814215133,"score_spread":0.297356206928928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005874536","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":[0.0000042309466,0.98822796,0.008051284,0.00018538897,0.0005296559,0.0028277987,0.00004690282,0.000091207345,0.000035595265],"genre_scores_gemma":[0.0000358772,0.9861025,0.011190436,0.00016014178,0.00030338293,0.0016540663,0.000455542,0.00009142273,0.0000065822906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944841,0.00023545345,0.0029344473,0.00087106094,0.00069405674,0.00078085874],"domain_scores_gemma":[0.9971995,0.00076454104,0.00031213302,0.0008566672,0.000079797166,0.0007873938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001246464,0.0008979291,0.008236026,0.0014049207,0.000034144956,0.000019034744,0.0002941817,0.00078734674,0.000598358],"category_scores_gemma":[0.0013786049,0.0006807069,0.0032345387,0.003690178,0.0003656348,0.00007751555,0.00015751095,0.0014979703,0.00006956797],"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":[0.0000022901884,0.00044459236,0.000007814664,0.13840562,0.00028330434,0.00009627907,0.0000054392035,1.690606e-7,0.0000051522798,0.00026553095,0.00007496106,0.86040884],"study_design_scores_gemma":[0.00045976214,0.00078032695,0.0000050323138,0.24866156,0.010346239,0.000070672584,6.5299537e-7,0.00018051609,0.0000018913286,0.000029214243,0.7390382,0.00042590662],"about_ca_topic_score_codex":0.0000069839925,"about_ca_topic_score_gemma":0.000007642638,"teacher_disagreement_score":0.85998297,"about_ca_system_score_codex":0.00009948124,"about_ca_system_score_gemma":0.00015149782,"threshold_uncertainty_score":0.9995644},"labels":[],"label_agreement":null},{"id":"W2006905779","doi":"10.1615/critrevbiomedeng.v36.i5-6.30","title":"Transcranial Magnetic Stimulation: Physics, Electrophysiology, and Applications","year":2008,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Transcranial Magnetic Stimulation Studies","field":"Neuroscience","cited_by":14,"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; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Transcranial magnetic stimulation; Neuroscience; Neuromodulation; Neurophysiology; Electrophysiology; Stimulation; Brain stimulation; Neurology; Computer science; Psychology","score_opus":0.06374841457858826,"score_gpt":0.35479173989844065,"score_spread":0.2910433253198524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006905779","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":[0.0000014006797,0.96845543,0.029386276,0.00006873997,0.00022014893,0.0016163423,0.000037679933,0.00011780827,0.00009618146],"genre_scores_gemma":[0.00015806113,0.99626595,0.0017672967,0.000092996386,0.0006612912,0.00095812324,0.000017380109,0.00006535057,0.000013547347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674416,0.00022646974,0.0012277121,0.0008787523,0.00033509784,0.000587837],"domain_scores_gemma":[0.996685,0.0025891373,0.00007496294,0.0003505953,0.000025043026,0.00027525265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001438389,0.00058128964,0.002109292,0.0002386759,0.00011383266,0.000030269737,0.00033983096,0.00035587206,0.00009034538],"category_scores_gemma":[0.002155102,0.0004945879,0.00033644505,0.0011729045,0.000756428,0.00007967375,0.000073534386,0.0008053991,0.0001257616],"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":[0.0000026979114,0.00010088695,1.13302654e-7,0.0077525787,0.000003712366,0.000023568602,0.000019585636,0.0000113014585,0.00033779806,0.005611158,0.000041846444,0.9860948],"study_design_scores_gemma":[0.00031099608,0.00013298426,0.000011524277,0.003709658,0.00014166898,0.00010407477,4.7655718e-7,0.0012202846,0.0000011766074,0.000317874,0.99360305,0.00044625017],"about_ca_topic_score_codex":0.0000019666597,"about_ca_topic_score_gemma":1.8635646e-7,"teacher_disagreement_score":0.9935612,"about_ca_system_score_codex":0.000075235024,"about_ca_system_score_gemma":0.00007257007,"threshold_uncertainty_score":0.99975055},"labels":[],"label_agreement":null},{"id":"W2007069085","doi":"10.1615/critrevbiomedeng.v40.i1.10","title":"Diffusion Tensor Imaging in the Human Spinal Cord: Development, Limitations, and Clinical Applications","year":2012,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Diffusion MRI; White matter; Spinal cord; Spinal cord injury; Multiple sclerosis; Magnetic resonance imaging; Neuroscience; Medicine; Amyotrophic lateral sclerosis; Tractography; Diffusion imaging; Myelitis; Pathology; Radiology; Psychology","score_opus":0.325175588118223,"score_gpt":0.5154178681987168,"score_spread":0.19024228008049382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007069085","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":[0.000008410531,0.9684547,0.028575996,0.0006284441,0.00006246165,0.002077418,0.0000052928212,0.000083286715,0.00010394974],"genre_scores_gemma":[0.00021227487,0.9646399,0.032362565,0.00030147744,0.0003060536,0.0020105157,0.00010639723,0.00004951112,0.000011298485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696016,0.00014434665,0.0016671252,0.000518401,0.0002544337,0.00045555754],"domain_scores_gemma":[0.9979651,0.0010651703,0.00012287151,0.0005213141,0.00003142583,0.0002941266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014413918,0.0003673651,0.0013502758,0.00033218486,0.00009632737,0.000028996456,0.00030809746,0.00021074996,0.00001078001],"category_scores_gemma":[0.0016416676,0.00024710337,0.00021971577,0.0007340652,0.00031237648,0.000065387656,0.00015418412,0.0013281143,0.000030682186],"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":[0.0000013720819,0.000266513,0.00015976025,0.0066473554,0.0000036924566,0.000017048305,0.000007635577,7.0902195e-9,0.0000019059225,0.0040429253,0.000082861414,0.98876894],"study_design_scores_gemma":[0.00014450226,0.000043811968,0.0015124158,0.014137199,0.00025108544,0.00020083165,0.0000070514598,0.000051663043,6.2936394e-8,0.00010051835,0.98332,0.00023086985],"about_ca_topic_score_codex":0.0000015197078,"about_ca_topic_score_gemma":6.767441e-7,"teacher_disagreement_score":0.988538,"about_ca_system_score_codex":0.000112007176,"about_ca_system_score_gemma":0.000076169985,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W2011039465","doi":"10.1615/critrevbiomedeng.v36.i2-3.40","title":"Fluoride and Mineralized Tissues","year":2008,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Fluoride Effects and Removal","field":"Environmental Science","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":"Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"Fluoride; Skeletal fluorosis; Dentistry; Mineralized tissues; Osteoporosis; Enamel paint; Chemistry; Dissolution; Dental fluorosis; Mineral; Hard tissue; Mineralogy; Dentin; Medicine; Internal medicine; Inorganic chemistry","score_opus":0.025239858770181985,"score_gpt":0.32452413089044174,"score_spread":0.29928427212025976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011039465","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":[0.0000047434246,0.99804926,0.00032523734,0.00007095298,0.0005405306,0.0005563725,0.0000056857216,0.00005054006,0.00039666373],"genre_scores_gemma":[0.0000016912082,0.99311715,0.0062297652,0.000049351616,0.00028225713,0.00011078709,0.000018691022,0.000049911825,0.00014040514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742967,0.00013562539,0.00092888786,0.0005838261,0.00035760948,0.0005643534],"domain_scores_gemma":[0.9984627,0.00072262343,0.00005304514,0.0003053161,0.0000029665587,0.00045337403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004972148,0.0004959128,0.002080034,0.0001312548,0.00004312152,0.000025414445,0.00030728502,0.0003981625,0.0005918301],"category_scores_gemma":[0.0027373685,0.00033828765,0.00028655218,0.0005581805,0.0004964042,0.00008803106,0.0003190442,0.00066146627,0.0005434466],"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":[5.5361585e-7,0.00003483228,0.0000010391639,0.008207678,0.000006204137,0.0002262053,0.000011960299,8.7590246e-7,0.000007653499,0.00018813211,0.0035514904,0.9877634],"study_design_scores_gemma":[0.00010339586,0.000033691726,0.0000047206445,0.013140265,0.00006143958,0.0003330587,3.5573237e-7,0.00044667168,3.8971018e-7,0.000015530404,0.98548293,0.00037753233],"about_ca_topic_score_codex":0.000029166973,"about_ca_topic_score_gemma":0.000001193936,"teacher_disagreement_score":0.98738587,"about_ca_system_score_codex":0.00017202258,"about_ca_system_score_gemma":0.000018141174,"threshold_uncertainty_score":0.9999069},"labels":[],"label_agreement":null},{"id":"W2013663354","doi":"10.1615/critrevbiomedeng.v31.i3.10","title":"Health Risks of Electromagnetic Fields. Part I: Evaluation and Assessment of Electric and Magnetic Fields","year":2003,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Noise Effects and Management","field":"Health Professions","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":"Queen's University; Institute of Population and Public Health; Health Canada; University of Ottawa","funders":"","keywords":"Environmental health; Exposure assessment; Epidemiology; Medicine; Health risk assessment; Population; Risk assessment; Public health; Health risk; Pathology; Computer science","score_opus":0.15914257547141886,"score_gpt":0.5375933278891486,"score_spread":0.37845075241772974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013663354","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":[0.00003979181,0.9945631,0.0015932553,0.00026028225,0.00038549548,0.0027424258,0.000005887457,0.000011533526,0.00039823173],"genre_scores_gemma":[0.0004038661,0.9962996,0.002386433,0.00013928655,0.000084252264,0.00062239444,0.00001807314,0.000024299638,0.000021776388],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957464,0.0011938161,0.0017805861,0.00037014263,0.00038686523,0.00052219286],"domain_scores_gemma":[0.9973537,0.0017951126,0.0002588802,0.00028930526,0.000056937937,0.0002460831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043924083,0.00029503377,0.0022072634,0.00034369412,0.000051521914,0.000005143987,0.00012557408,0.00039005344,0.00020978138],"category_scores_gemma":[0.002756442,0.00022780763,0.00012199257,0.00053547276,0.000081415616,0.000028228998,0.00010294785,0.0010996598,0.0000024711098],"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":[6.84057e-7,0.000052971016,0.000004936346,0.12194513,0.000012112742,0.000001775482,0.000021083868,2.8204755e-7,0.0000017252172,0.0033240877,0.0005294655,0.87410575],"study_design_scores_gemma":[0.00034077288,0.0007018349,0.0001730801,0.045443952,0.00038924944,0.0000046750397,0.000006179691,0.00163377,1.2673729e-7,0.00018580194,0.9509128,0.00020777958],"about_ca_topic_score_codex":0.000046843797,"about_ca_topic_score_gemma":0.000005122682,"teacher_disagreement_score":0.9503833,"about_ca_system_score_codex":0.00015348857,"about_ca_system_score_gemma":0.00042835623,"threshold_uncertainty_score":0.92897254},"labels":[],"label_agreement":null},{"id":"W2014629229","doi":"10.1615/critrevbiomedeng.2014012135","title":"A Morphological Algorithm for Measuring Angle of Airway Branches in Lung CT Images","year":2014,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Lung Cancer Diagnosis and Treatment","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":"St Joseph's Health Care; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Airway; Imaging phantom; Bifurcation; Lumen (anatomy); Segmentation; Computer science; Mathematics; Algorithm; Medicine; Biomedical engineering; Computer vision; Radiology; Physics; Surgery; Nonlinear system","score_opus":0.02599539024230708,"score_gpt":0.31928740665184735,"score_spread":0.2932920164095403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014629229","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":[0.11493231,0.1253785,0.7447404,0.007928514,0.0013750975,0.0044527194,0.00008155256,0.00022326541,0.00088759256],"genre_scores_gemma":[0.94000024,0.0025142063,0.05645529,0.00021760583,0.00022465788,0.0005341028,0.000017199081,0.00002734963,0.000009376532],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840426,0.000044184675,0.0006283424,0.00030975064,0.0002292992,0.0003841796],"domain_scores_gemma":[0.99876034,0.00074926316,0.000029967197,0.00020460699,0.00003576751,0.00022003008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009299987,0.00018015743,0.00080416945,0.00016588064,0.000012717755,0.0000072321386,0.000095085365,0.00008119401,0.000054007378],"category_scores_gemma":[0.0030835834,0.00013316833,0.00017271645,0.0003005036,0.0001247594,0.00004572161,0.00003963626,0.00020602987,0.0000048530146],"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":[0.00004858128,0.0020253402,0.0076858774,0.010875214,0.000065922264,0.0003703774,0.00010291798,0.00003929771,0.0059287925,0.0028315908,0.0014983698,0.96852773],"study_design_scores_gemma":[0.02481832,0.004155022,0.07842412,0.058630787,0.00096239283,0.0006534948,0.000116382886,0.46397394,0.04178971,0.0013809772,0.32291722,0.002177617],"about_ca_topic_score_codex":0.000016125696,"about_ca_topic_score_gemma":0.0000014180417,"teacher_disagreement_score":0.9663501,"about_ca_system_score_codex":0.00018815935,"about_ca_system_score_gemma":0.000027824954,"threshold_uncertainty_score":0.5430447},"labels":[],"label_agreement":null},{"id":"W2018995583","doi":"10.1615/critrevbiomedeng.v34.i6.20","title":"Thermal Therapy, Part 1: An Introduction to Thermal Therapy","year":2006,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":343,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Hyperthermia; Cancer therapy; Hyperthermia therapy; Medical physics; Medicine; Intensive care medicine; Cancer; Internal medicine","score_opus":0.04365207242827611,"score_gpt":0.3277257858588861,"score_spread":0.28407371343061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018995583","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":[0.000071275004,0.9934034,0.0029010023,0.0002783037,0.0012303361,0.0014387979,0.000065723485,0.00044838194,0.00016283366],"genre_scores_gemma":[0.00009336856,0.991051,0.0011217784,0.00012921463,0.0046345787,0.0023820966,0.00031835315,0.0002316294,0.000037936432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964317,0.00019308938,0.0013805098,0.0007218706,0.00041820653,0.00085463905],"domain_scores_gemma":[0.9982865,0.00032620502,0.000053215725,0.00083508866,0.00003394593,0.0004650709],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084782444,0.000814693,0.002032577,0.0004419325,0.00009461528,0.000090727845,0.0007437673,0.00045167436,0.0002805339],"category_scores_gemma":[0.00022564983,0.00063579914,0.00046390088,0.0011660389,0.00011465436,0.00013798013,0.000067504116,0.0012250793,0.00020034667],"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":[0.000002109696,0.00018001357,2.1545172e-7,0.0024639596,0.000033291682,0.000008670417,0.00003564686,0.00095223356,0.00039415612,0.00060988375,0.0025904838,0.9927293],"study_design_scores_gemma":[0.0001495113,0.0000839031,0.0000040035575,0.001728948,0.000053382682,0.000025360609,0.0000029201303,0.0010143248,0.000007753491,0.000012677622,0.9962281,0.0006891037],"about_ca_topic_score_codex":0.00000602532,"about_ca_topic_score_gemma":0.0000011999343,"teacher_disagreement_score":0.9936376,"about_ca_system_score_codex":0.0002546269,"about_ca_system_score_gemma":0.00006543348,"threshold_uncertainty_score":0.99960935},"labels":[],"label_agreement":null},{"id":"W2022547468","doi":"10.1615/critrevbiomedeng.v38.i5.30","title":"A Review of Clinical Quantitative Electromyography","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Muscle activation and electromyography studies","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":"Mount Allison University; University of Waterloo","funders":"","keywords":"Electromyography; Computer science; Physical medicine and rehabilitation; Probabilistic logic; Motor unit; Reproducibility; Medical physics; Artificial intelligence; Psychology; Medicine; Statistics; Neuroscience; Mathematics","score_opus":0.07486260646464366,"score_gpt":0.41986361853106935,"score_spread":0.3450010120664257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022547468","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":[2.8243147e-7,0.99402547,0.003150041,0.000049261875,0.0010782917,0.000944573,0.000027060516,0.0001743038,0.00055070745],"genre_scores_gemma":[0.0000016070627,0.99268,0.0063456767,0.0001301617,0.00022271003,0.00046028994,0.00006103793,0.00009632818,0.000002156534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943428,0.00023701906,0.0038449331,0.00050485844,0.00036656958,0.00070380984],"domain_scores_gemma":[0.9963967,0.0023801127,0.00021223284,0.00056782283,0.00008644338,0.00035665976],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023204032,0.0006990975,0.0056545497,0.0007906767,0.000023413935,0.000013593501,0.0005419413,0.00071004644,0.00011504128],"category_scores_gemma":[0.0096405195,0.00055926177,0.0017576575,0.0026588354,0.0003491648,0.000097095435,0.00007310419,0.0026303541,0.000016994389],"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":[5.1871785e-7,0.00005685762,4.001916e-7,0.28400508,0.0000727264,0.000005342743,0.0000034131967,1.2102946e-7,0.00000242938,0.0016634325,0.002596392,0.7115933],"study_design_scores_gemma":[0.00007378545,0.000064828455,0.0000041996113,0.24280089,0.00025696144,0.000010981118,7.27042e-7,0.00011513372,4.9659553e-7,0.00002718551,0.7562765,0.00036830985],"about_ca_topic_score_codex":0.0000013200884,"about_ca_topic_score_gemma":8.847313e-7,"teacher_disagreement_score":0.7536801,"about_ca_system_score_codex":0.00004896422,"about_ca_system_score_gemma":0.00009720613,"threshold_uncertainty_score":0.9996859},"labels":[],"label_agreement":null},{"id":"W2026131421","doi":"10.1615/critrevbiomedeng.v35.i1-2.20","title":"Thermal Therapy, Part III: Ablation Techniques","year":2007,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Cryoablation; Ablation; Medicine; Microwave ablation; Ablative case; Contraindication; Radiofrequency ablation; Thermal ablation; Catheter ablation; Surgery; Radiation therapy; Medical physics; Intensive care medicine; Internal medicine; Pathology","score_opus":0.06076380848982083,"score_gpt":0.3534342895195108,"score_spread":0.29267048102968996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026131421","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":[0.0000013939853,0.97976434,0.016746476,0.000020442161,0.0004563337,0.0009428835,0.000018339751,0.0006005843,0.0014491854],"genre_scores_gemma":[0.000018472683,0.99491537,0.0029709558,0.000048001428,0.00091833895,0.0008409611,0.00012323036,0.00013974463,0.000024923462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719375,0.00005423207,0.0014039122,0.00039835458,0.0002894667,0.0006603045],"domain_scores_gemma":[0.9983758,0.00077702664,0.000048787366,0.0004801391,0.000024263101,0.0002940339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088116055,0.00059763825,0.0017737029,0.00041982756,0.00004072862,0.000050052597,0.00043506408,0.000725589,0.00027111964],"category_scores_gemma":[0.00040175888,0.00047570455,0.00042918892,0.00091780233,0.00013757519,0.00010207461,0.000041260555,0.0010759023,0.00017107587],"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":[3.8606484e-7,0.000042850337,1.0124159e-7,0.0073691225,0.000020946683,0.00000977059,0.000014027414,0.0000067318033,0.000039623697,0.0009945086,0.00044544917,0.9910565],"study_design_scores_gemma":[0.00006826475,0.000015567428,6.535558e-7,0.013024473,0.000068927315,0.000018838216,0.0000012971706,0.00055081095,0.000009701192,0.000021586715,0.9857374,0.0004825148],"about_ca_topic_score_codex":0.0000022639977,"about_ca_topic_score_gemma":6.0875396e-7,"teacher_disagreement_score":0.99057394,"about_ca_system_score_codex":0.0001975257,"about_ca_system_score_gemma":0.000043368495,"threshold_uncertainty_score":0.99976945},"labels":[],"label_agreement":null},{"id":"W2028032671","doi":"10.1615/critrevbiomedeng.v37.i3.20","title":"Biomaterials, Fibrosis, and the Use of Drug Delivery Systems in Future Antifibrotic Strategies","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","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":"McMaster University","funders":"","keywords":"Fibrosis; Biomaterial; Extracellular matrix; Tissue engineering; Drug delivery; Mesenchymal stem cell; Pathology; Medicine; Cell biology; Biomedical engineering; Biology; Materials science; Nanotechnology","score_opus":0.036347655190023274,"score_gpt":0.31417804250495085,"score_spread":0.2778303873149276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028032671","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":[0.00009162926,0.9970847,0.00010478748,0.00020780278,0.00078945054,0.0015844983,0.00009442971,0.000029420211,0.000013295925],"genre_scores_gemma":[0.001115966,0.99742985,0.00053309754,0.000043520777,0.0005691947,0.00015268385,0.00010588476,0.000041764735,0.000008030755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964042,0.0003916197,0.0018958596,0.00045721701,0.00034867646,0.00050247187],"domain_scores_gemma":[0.9982092,0.0008661602,0.00015250691,0.00043369003,0.000048757818,0.0002897008],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010366524,0.0005114332,0.0036801337,0.0004001941,0.000026069825,0.00010702558,0.00021899943,0.00042620645,0.000018200428],"category_scores_gemma":[0.0011205327,0.00029944564,0.0005016655,0.00061620824,0.00050298293,0.00017223122,0.00010682953,0.00045859162,0.0000070582632],"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":[0.00043502104,0.00035168751,0.0000020944588,0.48579046,0.000096141084,0.0004964347,0.00008101707,0.000006325561,0.00011656922,0.017231293,0.0010693208,0.49432364],"study_design_scores_gemma":[0.00044370044,0.00017189878,0.000015613168,0.19201949,0.00055220013,0.00015631542,0.000029592571,0.00083105307,4.4802096e-7,0.000018695931,0.8055094,0.00025157936],"about_ca_topic_score_codex":0.00011252304,"about_ca_topic_score_gemma":0.0000013998747,"teacher_disagreement_score":0.8044401,"about_ca_system_score_codex":0.00012613036,"about_ca_system_score_gemma":0.0002630483,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W2029859511","doi":"10.1615/critrevbiomedeng.v40.i1.30","title":"Etiology and Biomechanics of First Metatarsophalangeal Joint Sprains (turf toe) in Athletes","year":2012,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":36,"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":"Biomechanics; Athletes; Medicine; Joint (building); Physical medicine and rehabilitation; Physical therapy; Sports medicine; Engineering","score_opus":0.11040364135295226,"score_gpt":0.3598788039960366,"score_spread":0.24947516264308434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029859511","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":[0.00003720818,0.99806273,0.00024448853,0.0002648166,0.0006025919,0.000677597,0.000030030224,0.000028347558,0.000052204716],"genre_scores_gemma":[0.00036876826,0.9969209,0.0019742695,0.00006092364,0.0003561566,0.00014509061,0.00010955804,0.00005461399,0.000009747007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967349,0.00014366985,0.001744316,0.00044114486,0.00026428577,0.00067167776],"domain_scores_gemma":[0.9978374,0.0012065741,0.00011979992,0.00034547976,0.000030615614,0.00046008726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018407902,0.00047969932,0.0041462146,0.0008150495,0.000013327847,0.000007286773,0.00014315081,0.00065473566,0.00012440633],"category_scores_gemma":[0.005683446,0.0003514802,0.00046455042,0.00085402816,0.00028700012,0.000056817895,0.00017083992,0.00094866013,0.000027339214],"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":[0.0000037995094,0.00020042396,0.000013704887,0.122360505,0.00004045247,0.00014952215,0.000029463,3.329096e-8,0.000033858774,0.0013924446,0.0000925514,0.87568325],"study_design_scores_gemma":[0.00023756176,0.00009690358,0.00002116497,0.06437834,0.00039490458,0.00016217832,0.0000036262204,0.00019505718,0.0000029333655,0.000032351458,0.9342044,0.00027058343],"about_ca_topic_score_codex":0.000011061237,"about_ca_topic_score_gemma":0.0000031680481,"teacher_disagreement_score":0.93411183,"about_ca_system_score_codex":0.0001179672,"about_ca_system_score_gemma":0.00008530785,"threshold_uncertainty_score":0.9998937},"labels":[],"label_agreement":null},{"id":"W2029905119","doi":"10.1615/critrevbiomedeng.2014011035","title":"GERD and Obesity: Is the Autonomic Nervous System the Missing Link?","year":2014,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Gastroesophageal reflux 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":"Western University; McMaster University","funders":"","keywords":"GERD; Esophagus; Medicine; Autonomic nervous system; Obesity; Reflux; Internal medicine; Esophageal sphincter; Stomach; Gastroenterology; Disease; Heart rate; Blood pressure","score_opus":0.035972330682134304,"score_gpt":0.3466037775586308,"score_spread":0.3106314468764965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029905119","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":[0.000010591973,0.99516475,0.001322071,0.001533317,0.00046906542,0.0012692151,0.000011159746,0.000072189374,0.00014761178],"genre_scores_gemma":[0.00123179,0.9960689,0.0009984215,0.00050530466,0.00077593187,0.00024486912,0.000028448047,0.00007341909,0.000072937626],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702126,0.00023705041,0.0012388494,0.00053255475,0.00035485203,0.0006154359],"domain_scores_gemma":[0.99718195,0.0014511049,0.00011619611,0.0007359557,0.000031807544,0.00048301092],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014268623,0.0005714217,0.002693441,0.00015860083,0.00012053482,0.00008135696,0.00033552994,0.0004068589,0.000031756987],"category_scores_gemma":[0.00268855,0.00025981318,0.0004921021,0.0004619591,0.00033887918,0.000034176246,0.00018184078,0.001199751,0.00016685958],"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":[8.4491296e-7,0.000033340704,0.000006516143,0.048393004,0.00006890062,0.00032898798,0.000022897262,1.14777734e-7,2.5550557e-7,0.0009955259,0.00023696039,0.94991267],"study_design_scores_gemma":[0.00020060015,0.00007118396,0.00006393205,0.050747238,0.0012271084,0.00094170246,0.0000022859688,0.001307362,1.9906585e-7,0.000015841106,0.94528264,0.00013993851],"about_ca_topic_score_codex":0.0000032063929,"about_ca_topic_score_gemma":7.328e-8,"teacher_disagreement_score":0.9497727,"about_ca_system_score_codex":0.00030248324,"about_ca_system_score_gemma":0.00015324366,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W2029936365","doi":"10.1615/critrevbiomedeng.v39.i4.30","title":"Mechanical Determinants of Airways Hyperresponsiveness","year":2011,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Airway hyperresponsiveness; Airway; Asthma; Bronchial hyperresponsiveness; Medicine; Immunology; Lung; Neuroscience; Respiratory disease; Internal medicine; Biology; Anesthesia","score_opus":0.09338891195493719,"score_gpt":0.38639502633670797,"score_spread":0.29300611438177077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029936365","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":[0.000014801671,0.99742335,0.0007874433,0.00001451716,0.00071864657,0.00080547086,0.000016808777,0.000044150995,0.00017478545],"genre_scores_gemma":[0.00006799893,0.99769497,0.0016492234,0.000076384305,0.00023881976,0.00013619573,0.000020905252,0.00006981442,0.000045685494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964026,0.00022280586,0.0020660418,0.0004739063,0.00035000328,0.0004846246],"domain_scores_gemma":[0.99798256,0.00075943134,0.00015888044,0.00052291324,0.00008664145,0.0004895892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001171285,0.0004800589,0.0039168093,0.0006288824,0.000020137566,0.000006358866,0.00028113843,0.0007855313,0.0004045542],"category_scores_gemma":[0.0071864743,0.00034088906,0.0008201363,0.000737655,0.00024898202,0.00005019143,0.00014147094,0.0009095262,0.00019543422],"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":[0.000011838461,0.00019823514,0.00000136895,0.075974084,0.000018192013,0.00025610786,0.000011340477,6.369782e-8,0.0000144430705,0.0010041072,0.000085052954,0.92242515],"study_design_scores_gemma":[0.00022825525,0.00012338517,0.0000028895222,0.088588,0.00043625265,0.00024248612,0.000002321726,0.00021672015,0.000018819848,0.000006379561,0.9098582,0.00027628167],"about_ca_topic_score_codex":0.0000018195595,"about_ca_topic_score_gemma":2.590619e-7,"teacher_disagreement_score":0.9221489,"about_ca_system_score_codex":0.00012910542,"about_ca_system_score_gemma":0.00033733764,"threshold_uncertainty_score":0.99990433},"labels":[],"label_agreement":null},{"id":"W2035947988","doi":"10.1615/critrevbiomedeng.v37.i3.10","title":"Miniaturized Microfluidic Formats for Cell-Based High-Throughput Screening","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"3D Printing in Biomedical Research","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":"McMaster University","funders":"","keywords":"Microfluidics; Throughput; Computer science; Nanotechnology; High-throughput screening; Computational biology; Biology; Materials science; Bioinformatics; Telecommunications","score_opus":0.054152641892085546,"score_gpt":0.36597523697656303,"score_spread":0.3118225950844775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035947988","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":[9.701871e-7,0.79700845,0.19907364,0.0001323588,0.0010962373,0.0020340616,0.00009957265,0.00047228884,0.000082413106],"genre_scores_gemma":[0.000014622284,0.9006056,0.09657844,0.00012926155,0.0007695468,0.0011868182,0.00041704325,0.00027413332,0.00002450343],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992583,0.00021122444,0.0030129754,0.0009982717,0.00097020983,0.0022243336],"domain_scores_gemma":[0.99306697,0.004649871,0.00012510867,0.0009672812,0.00008467873,0.0011060747],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00296851,0.0012939842,0.004507363,0.001207961,0.00009155879,0.00014862334,0.0014515911,0.0015803765,0.0001418564],"category_scores_gemma":[0.008162263,0.0011241834,0.0012414234,0.0018395034,0.0003281729,0.00016585343,0.00020402689,0.00250328,0.0002007899],"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":[0.000004946445,0.00011580329,5.3832423e-8,0.117533505,0.000034888908,0.00005851291,0.00000819487,0.0000202654,0.00006863155,0.0002168434,0.008341154,0.8735972],"study_design_scores_gemma":[0.0007348081,0.00011525405,7.521906e-7,0.052736297,0.00024259185,0.000019301106,0.0000013059342,0.0112160435,0.0000495134,0.00006201457,0.9338179,0.0010041961],"about_ca_topic_score_codex":0.0000033855465,"about_ca_topic_score_gemma":2.3437396e-7,"teacher_disagreement_score":0.9254768,"about_ca_system_score_codex":0.0005540558,"about_ca_system_score_gemma":0.00024881505,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W2039897810","doi":"10.1615/critrevbiomedeng.2013008103","title":"Heart Rate Variability in Type 2 Diabetes Mellitus","year":2013,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":24,"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":"Heart rate variability; Medicine; Baroreflex; Autonomic function; Diabetes mellitus; Type 2 diabetes; Internal medicine; Cardiology; Heart rate; Physical therapy; Autonomic nervous system; Physical medicine and rehabilitation; Blood pressure; Endocrinology","score_opus":0.04529061389225955,"score_gpt":0.3497236106026872,"score_spread":0.3044329967104277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039897810","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":[0.000026784628,0.9954481,0.0003287881,0.00086563925,0.0008690671,0.0022821017,0.00001294407,0.000076137854,0.000090443886],"genre_scores_gemma":[0.000113807175,0.99604577,0.0023866645,0.00029265776,0.0003930878,0.0005987113,0.000071622184,0.00006527757,0.000032397456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99452955,0.000920478,0.0024405415,0.00086123386,0.00025497962,0.0009932069],"domain_scores_gemma":[0.99349475,0.0048067737,0.000073202784,0.0008364018,0.00006475471,0.00072411343],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007006876,0.00063430227,0.005016165,0.00045960824,0.000021456914,0.000041551037,0.0002556924,0.00086703675,0.00093963556],"category_scores_gemma":[0.032536652,0.00047819957,0.00057734764,0.0013137328,0.00025349704,0.00010174763,0.00013945377,0.0019090422,0.00076799997],"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":[0.000001570659,0.000281912,0.000006704438,0.06514882,0.000024359655,0.000035127097,0.000010262589,8.797147e-7,0.000049111884,0.0006955707,0.00021311261,0.93353254],"study_design_scores_gemma":[0.00025249855,0.000077486744,0.000048486672,0.041836523,0.0002068862,0.0000150033375,8.874184e-7,0.00305216,0.0000012533559,0.00010003589,0.9540333,0.0003754536],"about_ca_topic_score_codex":0.0000145088225,"about_ca_topic_score_gemma":7.1247473e-7,"teacher_disagreement_score":0.9538202,"about_ca_system_score_codex":0.0005803944,"about_ca_system_score_gemma":0.00055737863,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W2043509757","doi":"10.1615/critrevbiomedeng.v39.i6.20","title":"Mechanisms of Stem Subsidence in Femoral Impaction Allografting","year":2011,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Orthopaedic implants and arthroplasty","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 British Columbia; Carleton University","funders":"","keywords":"Impaction; Medicine; Femoral bone; Subsidence; Surgery; Femur; Orthopedic surgery; Geology; Structural basin","score_opus":0.08787676481775926,"score_gpt":0.3679363204639801,"score_spread":0.28005955564622087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043509757","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":[0.000016638738,0.99205923,0.006241454,0.000035771784,0.00066430983,0.00082360057,0.000015610929,0.000040151783,0.00010322089],"genre_scores_gemma":[0.00048760802,0.99497956,0.0041567823,0.000033704593,0.00013220629,0.00009653651,0.000030393508,0.00005437083,0.000028829842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651706,0.00013013359,0.0019136088,0.00046012484,0.0003455842,0.0006334633],"domain_scores_gemma":[0.99858564,0.00047397267,0.00016529894,0.0003441958,0.000031554446,0.00039934355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014183363,0.0004565525,0.003202632,0.0006383289,0.000015444806,0.000009773841,0.00018059721,0.0005068639,0.0001717803],"category_scores_gemma":[0.0018186384,0.00029917114,0.00047996463,0.00084604695,0.00016841138,0.00008898257,0.00010203867,0.001095292,0.00004113751],"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":[0.0000052003006,0.00013062145,0.000015862515,0.056211486,0.000012965287,0.00025099522,0.000023951123,1.3531495e-7,0.0000101648375,0.0019469105,0.000026260868,0.9413654],"study_design_scores_gemma":[0.00033307422,0.00019504598,0.00006997774,0.13972655,0.000272822,0.0005670025,0.000011596559,0.00018182246,0.0000023754317,0.000041191823,0.85827374,0.0003248234],"about_ca_topic_score_codex":0.00001718165,"about_ca_topic_score_gemma":0.0000029037171,"teacher_disagreement_score":0.94104064,"about_ca_system_score_codex":0.00016195945,"about_ca_system_score_gemma":0.00017660775,"threshold_uncertainty_score":0.99994606},"labels":[],"label_agreement":null},{"id":"W2047744526","doi":"10.1615/critrevbiomedeng.v34.i6.30","title":"Thermal Therapy, Part 2: Hyperthermia Techniques","year":2006,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Hyperthermia; Modalities; Radiation therapy; Treatment modality; Cancer treatment; Medicine; Hyperthermia Treatment; Hyperthermia therapy; Chemotherapy; Medical physics; Cancer therapy; Cancer; Intensive care medicine; Surgery; Internal medicine","score_opus":0.040678421907288674,"score_gpt":0.3201528653225196,"score_spread":0.2794744434152309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047744526","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":[0.0000020771324,0.99364966,0.002060058,0.0000323474,0.00046150148,0.0009796526,0.000050530285,0.0007733157,0.0019908457],"genre_scores_gemma":[0.000011809177,0.9947078,0.002120096,0.000048225073,0.001046788,0.0016437641,0.00015464032,0.00021619422,0.000050660998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968757,0.00008556927,0.0014672474,0.00049761444,0.00029430774,0.0007795652],"domain_scores_gemma":[0.9983209,0.0006918782,0.00005109316,0.00062965986,0.000021741254,0.00028473482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005125281,0.00078923913,0.002324057,0.00035949692,0.00004524314,0.00006682678,0.00062808074,0.0007630865,0.00025270053],"category_scores_gemma":[0.00035877517,0.0006076834,0.00060063525,0.0008559682,0.00018115823,0.00009602131,0.000055445853,0.001168833,0.00026916328],"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":[2.6209867e-7,0.00006856464,1.7174334e-7,0.009431795,0.00002332707,0.000017925555,0.0000064090873,0.000009460212,0.0000524364,0.0005396221,0.0016871617,0.9881629],"study_design_scores_gemma":[0.000068250796,0.000017309396,7.4626314e-7,0.013073888,0.00009036327,0.00002968349,7.003019e-7,0.00038855788,0.0000071842546,0.000024966557,0.9856603,0.0006380493],"about_ca_topic_score_codex":0.0000045562642,"about_ca_topic_score_gemma":0.0000010314446,"teacher_disagreement_score":0.9875248,"about_ca_system_score_codex":0.0001947158,"about_ca_system_score_gemma":0.000057872792,"threshold_uncertainty_score":0.9996374},"labels":[],"label_agreement":null},{"id":"W2049086839","doi":"10.1615/critrevbiomedeng.2014010846","title":"Ingestible Gastrointestinal Sampling Devices: State-of-the-Art and Future Directions","year":2014,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Micropharma (Canada); McGill University","funders":"","keywords":"Gastrointestinal tract; Sampling (signal processing); Computer science; Class (philosophy); Resource (disambiguation); Gastrointestinal system; State (computer science); Disease; Data science; Medicine; Artificial intelligence; Pathology; Computer vision; Internal medicine","score_opus":0.045091618635862155,"score_gpt":0.3543365312032951,"score_spread":0.309244912567433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049086839","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":[0.000005107651,0.98105556,0.016725438,0.00013467713,0.0010893794,0.0006218337,0.000024725856,0.00017442626,0.0001688527],"genre_scores_gemma":[0.000012771163,0.9814892,0.017533332,0.00001864784,0.0006097501,0.00018684873,0.00002005782,0.000111004636,0.000018412597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996012,0.00021130918,0.001748113,0.00051266054,0.0006259553,0.0008900098],"domain_scores_gemma":[0.9959092,0.0027668767,0.000101525955,0.00059409917,0.000057994705,0.0005702698],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020191341,0.00061086984,0.0024280802,0.00053758174,0.00006301253,0.00006126333,0.00074144907,0.00032986907,0.00006105203],"category_scores_gemma":[0.008690528,0.00043731823,0.0004210366,0.0016764618,0.0005003656,0.000074134354,0.00036740408,0.0021766433,0.000059038666],"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":[4.5810887e-7,0.000024465215,0.0000046791383,0.07801912,0.000018291195,0.000007915314,0.000010855343,0.000014490677,0.000006442549,0.00028423566,0.000266827,0.9213422],"study_design_scores_gemma":[0.000071682,0.000029285598,0.000025169677,0.07419231,0.000093410075,0.00015730175,0.0000014340764,0.0035313969,9.681356e-7,0.000041150848,0.9215219,0.00033401523],"about_ca_topic_score_codex":0.0000034677228,"about_ca_topic_score_gemma":0.000003536797,"teacher_disagreement_score":0.92125505,"about_ca_system_score_codex":0.00021632116,"about_ca_system_score_gemma":0.0001159028,"threshold_uncertainty_score":0.99980783},"labels":[],"label_agreement":null},{"id":"W2049394971","doi":"10.1615/critrevbiomedeng.v36.i4.20","title":"The Technology and Performance of 4D Ultrasound","year":2008,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","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":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Ultrasound; Computer science; Ultrasound imaging; 3D ultrasound; Visualization; Rendering (computer graphics); Medical physics; Imaging technology; Volume rendering; Field (mathematics); Artificial intelligence; Radiology; Medicine","score_opus":0.016549285516629132,"score_gpt":0.2661935972107264,"score_spread":0.24964431169409726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049394971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956777,0.03911616,0.0005284485,0.0029455351,0.00012613187,0.00020570138,0.0000012176002,0.00003466403,0.00026514166],"genre_scores_gemma":[0.9541794,0.04459676,0.0009704236,0.00016002041,0.000045153705,0.00002164026,0.0000010039264,0.000005806591,0.00001977363],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991378,0.0000143768975,0.00034499462,0.00013507236,0.00013989376,0.00022784015],"domain_scores_gemma":[0.999123,0.00059363985,0.000015687243,0.00012981927,0.000018604398,0.000119260934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023833403,0.0000904101,0.0002985743,0.00010875318,0.0000508797,0.0000026849045,0.00008029743,0.00010219683,0.000020370218],"category_scores_gemma":[0.0051434836,0.000051354415,0.000042694435,0.00055191515,0.000868983,0.000021524422,0.000039169925,0.00030896364,0.000006282022],"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":[0.0005774677,0.0015792014,0.20976003,0.012246626,0.00008035863,0.00083874736,0.00030135675,0.000023950332,0.036335047,0.123038985,0.0031872853,0.612031],"study_design_scores_gemma":[0.0026773203,0.0041849236,0.23570102,0.00162579,0.00014205756,0.0032846213,0.000050603376,0.016785637,0.00096688344,0.0018219594,0.73205733,0.0007018516],"about_ca_topic_score_codex":8.5860955e-7,"about_ca_topic_score_gemma":1.02262526e-7,"teacher_disagreement_score":0.72887003,"about_ca_system_score_codex":0.0000076121214,"about_ca_system_score_gemma":0.000019054045,"threshold_uncertainty_score":0.6157602},"labels":[],"label_agreement":null},{"id":"W2052424792","doi":"10.1615/critrevbiomedeng.v39.i2.20","title":"Biomedical Engineering Strategies for Peripheral Nerve Repair: Surgical Applications, State of the Art, and Future Challenges","year":2011,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Nerve injury and regeneration","field":"Neuroscience","cited_by":365,"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 Alberta","funders":"","keywords":"Regeneration (biology); Medicine; Peripheral nerve; Nerve injury; Peripheral nerve injury; Nerve repair; Surgery; Neuroscience; Anatomy; Psychology; Biology","score_opus":0.060864880867799884,"score_gpt":0.3377601366095726,"score_spread":0.2768952557417727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052424792","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":[0.0000082088345,0.99198645,0.0049217963,0.00032010456,0.00086143625,0.0016459916,0.00009746409,0.00010635447,0.000052161562],"genre_scores_gemma":[0.000056678942,0.9950183,0.0024867677,0.000024259909,0.0010388126,0.001252147,0.000026159589,0.00006429904,0.00003254759],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965428,0.00025706115,0.0015020738,0.00076855463,0.00036150613,0.0005680015],"domain_scores_gemma":[0.99782884,0.0011136911,0.00016992688,0.000531281,0.00003792487,0.0003183407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010445808,0.00054499524,0.0017096938,0.00023602191,0.0000794579,0.0000453948,0.0005484793,0.0004797555,0.000025293482],"category_scores_gemma":[0.0012728046,0.0003409175,0.00068188575,0.0006392855,0.00053241337,0.00015684756,0.00019207312,0.000833127,0.0000066597486],"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":[0.0000057924385,0.00014853943,7.137562e-8,0.04954834,0.000018763509,0.000023066888,0.000052375435,0.0000038557273,0.00017176247,0.09906717,0.0001584559,0.8508018],"study_design_scores_gemma":[0.00016126642,0.00009016691,5.9938736e-7,0.007167424,0.00012034015,0.00014709131,0.000008337591,0.0011215484,0.000034135788,0.00022881618,0.99056995,0.00035030048],"about_ca_topic_score_codex":8.5731403e-7,"about_ca_topic_score_gemma":6.43796e-7,"teacher_disagreement_score":0.9904115,"about_ca_system_score_codex":0.000078422214,"about_ca_system_score_gemma":0.00016082951,"threshold_uncertainty_score":0.9999043},"labels":[],"label_agreement":null},{"id":"W2058669164","doi":"10.1615/critrevbiomedeng.v38.i6.10","title":"Responding to Change: Thermo- and Photoresponsive Polymers as Unique Biomaterials","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"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":"","keywords":"Polymer; Self-healing hydrogels; Materials science; Nanotechnology; Drug delivery; Smart polymer; Micelle; Scaffold; Chromophore; Chemistry; Polymer chemistry; Computer science; Organic chemistry; Aqueous solution","score_opus":0.04201353960534729,"score_gpt":0.353479910637089,"score_spread":0.3114663710317417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058669164","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":[0.0004682491,0.9964655,0.00053521193,0.0003656393,0.00035217067,0.001623105,0.00007445629,0.000035841385,0.000079839796],"genre_scores_gemma":[0.00030090014,0.99410397,0.001959095,0.00039146715,0.0005620126,0.0024096712,0.00008799803,0.00011444806,0.00007044258],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971583,0.00029821723,0.0009622753,0.00079441594,0.00020389266,0.00058289483],"domain_scores_gemma":[0.9983476,0.0002688282,0.000090564696,0.0006850286,0.000037344365,0.0005706684],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012592486,0.00054454675,0.0014737654,0.0006693267,0.00005565205,0.000056948382,0.00050279027,0.00077845214,0.00010415674],"category_scores_gemma":[0.008421888,0.00043687812,0.00024040388,0.0007640253,0.00026501055,0.00000797396,0.00038127715,0.0003384346,0.00010435738],"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":[0.0000130452545,0.000042529617,1.756664e-7,0.004699903,0.00002805716,0.00002482957,0.00003453944,2.9169847e-8,0.07858719,0.0005216633,0.00010266518,0.91594535],"study_design_scores_gemma":[0.000065344815,0.00008966905,0.0000011757478,0.008083088,0.00009965901,0.00011610613,0.0000042357933,0.0000076019287,0.002617022,0.000010776546,0.9884317,0.00047365698],"about_ca_topic_score_codex":0.000015795978,"about_ca_topic_score_gemma":0.0000022537713,"teacher_disagreement_score":0.988329,"about_ca_system_score_codex":0.00006550052,"about_ca_system_score_gemma":0.00013908772,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W2066829090","doi":"10.1615/critrevbiomedeng.2015012037","title":"A Review of Sleep Disorder Diagnosis by Electromyogram Signal Analysis","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"EEG and Brain-Computer Interfaces","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":"Toronto Metropolitan University","funders":"Canada Research Chairs","keywords":"Sleep (system call); Physical medicine and rehabilitation; Electroencephalography; Modalities; Affect (linguistics); Medicine; Sleep medicine; Sleep disorder; Audiology; Psychology; Psychiatry; Insomnia; Computer science","score_opus":0.0441240807596096,"score_gpt":0.36971169013891597,"score_spread":0.32558760937930636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066829090","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":[5.789333e-7,0.98734534,0.010926036,0.00019787333,0.00025149138,0.00097041455,0.00017545791,0.00006311329,0.00006967939],"genre_scores_gemma":[0.000010851483,0.9975181,0.00092446926,0.00050853274,0.00012070095,0.0007531343,0.00009190478,0.00005776402,0.000014530478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943429,0.0006584668,0.0024770494,0.000975553,0.0007439853,0.00080200756],"domain_scores_gemma":[0.9956453,0.0028389816,0.00027597652,0.0006298304,0.00006308545,0.0005468421],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018768553,0.0007125426,0.005298697,0.0006936444,0.00002661261,0.000044977678,0.0011581002,0.00039513377,0.0003684729],"category_scores_gemma":[0.009083768,0.00051889755,0.0014257686,0.004948125,0.00032333244,0.00011183111,0.00027447497,0.0010811694,0.000057542096],"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":[5.2509387e-7,0.00022706905,6.6745014e-7,0.16978414,0.000061339524,0.000019132985,0.0000051198604,0.000001222009,0.00001029091,0.00014501283,0.007879536,0.8218659],"study_design_scores_gemma":[0.00006434505,0.000103729,5.8812365e-8,0.15050662,0.0013620774,0.000018573086,4.0084697e-7,0.0008758604,0.000014043999,0.000014489363,0.8466286,0.0004111727],"about_ca_topic_score_codex":0.000008361908,"about_ca_topic_score_gemma":7.2632906e-7,"teacher_disagreement_score":0.8387491,"about_ca_system_score_codex":0.00015640413,"about_ca_system_score_gemma":0.00010614214,"threshold_uncertainty_score":0.99972624},"labels":[],"label_agreement":null},{"id":"W2067906025","doi":"10.1615/critrevbiomedeng.2013008077","title":"Manipulating the Microvasculature and Its Microenvironment","year":2013,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Angiogenesis and VEGF in Cancer","field":"Biochemistry, Genetics and Molecular Biology","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 General Hospital; University of Toronto; University Health Network","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Angiogenesis; Microcirculation; Sprouting angiogenesis; Neovascularization; Extracellular matrix; Function (biology); Cell biology; Blood flow; Blood vessel; Neuroscience; Biology; Medicine; Cancer research; Internal medicine; Endocrinology","score_opus":0.03484420685104489,"score_gpt":0.3211870058521721,"score_spread":0.2863427990011272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067906025","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":[0.000024959862,0.99845153,0.00054253364,0.000086629596,0.00023055702,0.00062851876,0.000010282762,0.000006466873,0.000018492272],"genre_scores_gemma":[0.0000423886,0.997918,0.0008471941,0.0001346758,0.0005499942,0.00032251305,0.000067601424,0.000052268995,0.00006535975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982498,0.000100065525,0.000639504,0.00047902213,0.0001421027,0.000389473],"domain_scores_gemma":[0.99931616,0.000102101905,0.00006319488,0.00034254292,0.0000114000595,0.00016458731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568814,0.00038283115,0.00090949045,0.000054687513,0.000044976932,0.000033036802,0.0002907925,0.0004610562,0.000058218146],"category_scores_gemma":[0.00062572444,0.00023124725,0.00037679268,0.00014285625,0.00011205555,0.0000032463013,0.00028145962,0.00038392123,0.000042775635],"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":[5.756807e-7,0.000026662208,0.0000012454478,0.01407071,0.000052682146,0.0000072136795,0.000004621778,0.0000014971757,0.0010126571,0.00020702701,0.0014939954,0.9831211],"study_design_scores_gemma":[0.000054914537,0.000023320592,0.0000052729656,0.007109968,0.00012961123,0.000065740045,0.0000017863763,0.0000920414,0.00001888001,0.0000020602802,0.99223447,0.00026194],"about_ca_topic_score_codex":0.0000017391985,"about_ca_topic_score_gemma":3.866985e-7,"teacher_disagreement_score":0.9907405,"about_ca_system_score_codex":0.000040917235,"about_ca_system_score_gemma":0.00003016991,"threshold_uncertainty_score":0.9429989},"labels":[],"label_agreement":null},{"id":"W2076610334","doi":"10.1615/critrevbiomedeng.v31.i3.20","title":"Health Risks of Electromagnetic Fields. Part II: Evaluation and Assessment of Radio Frequency Radiation","year":2003,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Institute of Population and Public Health; Health Canada; University of Ottawa","funders":"","keywords":"Medicine; Risk analysis (engineering); Radio frequency; Environmental health; Business; Medical physics; Engineering; Telecommunications","score_opus":0.05888967230443283,"score_gpt":0.4204077656007962,"score_spread":0.36151809329636336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076610334","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":[0.00041995523,0.9973273,0.0009451975,0.00009706983,0.00017282294,0.0009230225,0.000012988817,0.0000044519666,0.00009714454],"genre_scores_gemma":[0.00270947,0.9925173,0.004244411,0.000051094623,0.00010667883,0.00017254798,0.00017702582,0.000016715907,0.0000047618287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733603,0.0004941019,0.0011528524,0.00041350324,0.00025263525,0.00035087042],"domain_scores_gemma":[0.999074,0.00022202265,0.0002166783,0.0002751448,0.000050297902,0.00016188256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019072284,0.0002891942,0.0014795985,0.00011792087,0.000024505869,0.000005745722,0.00015919757,0.00055124896,0.00004382034],"category_scores_gemma":[0.002691139,0.00021926628,0.00022467194,0.00028701566,0.00014032926,0.0000031554341,0.00006347673,0.00043378814,3.9300852e-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":[0.0000012391533,0.00010550886,0.00000460831,0.013231203,0.000022935279,0.0000010859735,0.0000030154758,7.810168e-7,0.0009356102,0.0010559643,0.00018794464,0.9844501],"study_design_scores_gemma":[0.0005691123,0.0089124,0.00012619926,0.01520961,0.0003743567,0.000053273197,0.0000013550645,0.00080225925,0.00007741287,0.000245353,0.9730857,0.00054294814],"about_ca_topic_score_codex":0.0000137371035,"about_ca_topic_score_gemma":0.0000018702899,"teacher_disagreement_score":0.98390716,"about_ca_system_score_codex":0.00005556538,"about_ca_system_score_gemma":0.00031816144,"threshold_uncertainty_score":0.894142},"labels":[],"label_agreement":null},{"id":"W2082663998","doi":"10.1615/critrevbiomedeng.v37.i1-2.40","title":"Muscle Characteristics and Fatigue Properties After Spinal Cord Injury","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","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":"McMaster University","funders":"","keywords":"Spinal cord injury; Context (archaeology); Skeletal muscle; Spasticity; Physical medicine and rehabilitation; Muscle fatigue; Medicine; Spinal cord; Paralysis; Muscle fibre; Muscle contraction; Anatomy; Biology; Electromyography; Surgery","score_opus":0.07377214766883866,"score_gpt":0.3737191916569409,"score_spread":0.29994704398810224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082663998","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":[0.000047727513,0.9975981,0.00042959355,0.00031560843,0.0003048464,0.0011546746,0.00002074695,0.000055337878,0.000073381416],"genre_scores_gemma":[0.00037955132,0.9973425,0.0008921688,0.0005541743,0.00034381452,0.00032234812,0.00006216039,0.000051090305,0.000052156298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728554,0.00007053279,0.0012792641,0.0005102943,0.0003121967,0.0005421793],"domain_scores_gemma":[0.99899495,0.00009541114,0.00007259586,0.00033300585,0.00002986244,0.00047418015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004920917,0.0005360706,0.0026039914,0.00030529578,0.00002535704,0.000037368864,0.00013850859,0.0004264919,0.00014358897],"category_scores_gemma":[0.0027725776,0.00038014003,0.0003340788,0.00038860273,0.0002510031,0.00006987359,0.000104438994,0.0009206379,0.000040354767],"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":[0.000042599688,0.00011606769,0.0000020108378,0.0701625,0.000015671047,0.00009349921,0.0000062423283,3.2137468e-9,0.000004801687,0.00020517444,0.00013079296,0.9292206],"study_design_scores_gemma":[0.0001613149,0.000651698,0.0001311194,0.114188865,0.00036112033,0.00004215214,0.0000025922275,0.000040833544,2.5605536e-7,0.00001109018,0.88406396,0.00034498508],"about_ca_topic_score_codex":0.0000028548195,"about_ca_topic_score_gemma":4.315215e-7,"teacher_disagreement_score":0.9288756,"about_ca_system_score_codex":0.00010664198,"about_ca_system_score_gemma":0.0001003582,"threshold_uncertainty_score":0.99986506},"labels":[],"label_agreement":null},{"id":"W2083459281","doi":"10.1615/critrevbiomedeng.2013006378","title":"Electrical Lysis: Dynamics Revisited and Advances in On-chip Operation","year":2013,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":28,"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; Carleton University","funders":"","keywords":"Lysis; Computer science; Sonication; Nanotechnology; Miniaturization; Workflow; Biochemical engineering; Process engineering; Chemistry; Materials science; Engineering; Biochemistry; Chromatography","score_opus":0.021597573386808025,"score_gpt":0.3064591679146158,"score_spread":0.2848615945278078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083459281","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":[0.000007814626,0.9910222,0.0074912915,0.00007012475,0.00025032344,0.000720219,0.000014051153,0.00031523104,0.000108733395],"genre_scores_gemma":[0.0000962377,0.99611056,0.003289661,0.000030975236,0.00011839138,0.00019602895,0.00008277387,0.00006951846,0.0000058545993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971696,0.0000970409,0.0013400569,0.00052800664,0.00023300656,0.00063229696],"domain_scores_gemma":[0.99873346,0.0006433146,0.000041670726,0.0003747707,0.000016978225,0.00018983125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005907595,0.0006111212,0.0022639022,0.000795047,0.000024904544,0.00006685862,0.00032073318,0.0008001226,0.000028158256],"category_scores_gemma":[0.0028235863,0.00046804865,0.00019136825,0.0011666246,0.00016474018,0.00014482815,0.000097220625,0.0014106196,0.000084004365],"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":[5.246787e-7,0.00002830114,8.006135e-7,0.01676729,0.000008041078,0.000032298096,0.0000036955273,0.000008146307,0.00001356117,0.0036276607,0.0003848338,0.97912484],"study_design_scores_gemma":[0.00010050578,0.000046629026,0.0000015507974,0.032152712,0.000072392904,0.000042287633,0.0000028482,0.03662453,0.0000034286752,0.000091082504,0.9303554,0.00050663215],"about_ca_topic_score_codex":0.0000018653757,"about_ca_topic_score_gemma":0.0000012599493,"teacher_disagreement_score":0.9786182,"about_ca_system_score_codex":0.00041953247,"about_ca_system_score_gemma":0.000028516712,"threshold_uncertainty_score":0.99977714},"labels":[],"label_agreement":null},{"id":"W2087763711","doi":"10.1615/critrevbiomedeng.v37.i1-2.50","title":"Exercise Therapy After Spinal Cord Injury: The Effects on Heath and Function","year":2009,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Spinal Cord Injury Research","field":"Medicine","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":"McMaster University; Brock University","funders":"","keywords":"Spinal cord injury; Medicine; Physical therapy; Physical medicine and rehabilitation; Population; Disease; Rehabilitation; Health benefits; Aerobic exercise; Treadmill; Spinal cord; Environmental health; Internal medicine","score_opus":0.0651367468249104,"score_gpt":0.43926404462601726,"score_spread":0.3741272978011069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087763711","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":[0.00005052408,0.9958097,0.00023732109,0.00056593516,0.0005607931,0.0026375751,0.0000059207655,0.000063154635,0.000069104324],"genre_scores_gemma":[0.00019610136,0.99665093,0.00035767193,0.00072848256,0.000804197,0.0011195823,0.000021152933,0.00007262213,0.00004923812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668497,0.00022214354,0.0009670926,0.00067719695,0.0007283377,0.00072023395],"domain_scores_gemma":[0.9978082,0.0008407058,0.00005486515,0.0006658905,0.000048981645,0.00058132794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014110066,0.0006422583,0.002578374,0.00049970666,0.00005185865,0.00005714526,0.00026416205,0.00050014904,0.000120076525],"category_scores_gemma":[0.0041357325,0.0003571154,0.0004628504,0.0009947994,0.00026517326,0.000058407826,0.00010181932,0.0021193046,0.0001184023],"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":[0.0013767892,0.000113308684,5.8478986e-7,0.030318558,0.000021649494,0.00015831385,0.0000015268226,3.4066843e-9,0.0000071715276,0.00019519005,0.000671024,0.9671359],"study_design_scores_gemma":[0.00026830926,0.011336009,0.0000734633,0.14643386,0.00031015603,0.000088565954,7.855991e-7,0.000021058655,0.0000023738,0.00003461652,0.84116304,0.00026778804],"about_ca_topic_score_codex":0.0000025001304,"about_ca_topic_score_gemma":1.0846122e-7,"teacher_disagreement_score":0.9668681,"about_ca_system_score_codex":0.0002231201,"about_ca_system_score_gemma":0.00013665365,"threshold_uncertainty_score":0.99988806},"labels":[],"label_agreement":null},{"id":"W2095531537","doi":"10.1615/critrevbiomedeng.v40.i1.40","title":"Pathological Speech Signal Analysis Using Time-Frequency Approaches","year":2012,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Voice and Speech Disorders","field":"Medicine","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":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Variety (cybernetics); SIGNAL (programming language); Speech recognition; Task (project management); Artificial intelligence; Engineering","score_opus":0.08534274226295085,"score_gpt":0.33498420271210655,"score_spread":0.2496414604491557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095531537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50385654,0.14159495,0.33884925,0.004480581,0.0008511454,0.0022246963,0.00003187304,0.00057940645,0.007531553],"genre_scores_gemma":[0.8897123,0.0008940854,0.108105555,0.00053143397,0.00056790916,0.00004907868,0.000058418682,0.0000370349,0.000044186785],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976762,0.00009020445,0.00069623877,0.00032659044,0.0004247752,0.0007859737],"domain_scores_gemma":[0.9987225,0.00026208954,0.00003174029,0.0002992164,0.000025068846,0.0006593914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390715,0.00025712032,0.0009488032,0.00042505233,0.00003437079,0.000016632659,0.00014311004,0.00027520882,0.00089697767],"category_scores_gemma":[0.003026203,0.00019568388,0.00036306022,0.0015839782,0.00020801698,0.00012798821,0.00006745548,0.0005420989,0.0001752994],"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":[0.000252136,0.013348193,0.16557539,0.012245863,0.0020340472,0.0035701515,0.0017111931,0.00057611073,0.14658742,0.036535256,0.002804717,0.61475956],"study_design_scores_gemma":[0.0053666583,0.0013320548,0.07172414,0.0057823765,0.011439089,0.0023702795,0.00047591474,0.7032438,0.0027859493,0.0013499875,0.18955562,0.004574134],"about_ca_topic_score_codex":0.000005489318,"about_ca_topic_score_gemma":2.6215096e-7,"teacher_disagreement_score":0.7026677,"about_ca_system_score_codex":0.00011833701,"about_ca_system_score_gemma":0.000034395383,"threshold_uncertainty_score":0.9821276},"labels":[],"label_agreement":null},{"id":"W2130893716","doi":"10.1615/critrevbiomedeng.2015014059","title":"The Response of the Shoulder Complex to Repetitive Work: Implications for Workplace Design","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Musculoskeletal pain and rehabilitation","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":"McMaster University","funders":"","keywords":"Task (project management); Kinematics; Work (physics); Muscular fatigue; Physical medicine and rehabilitation; Computer science; Adaptation (eye); Selection (genetic algorithm); Psychology; Engineering; Medicine; Mechanical engineering; Artificial intelligence; Systems engineering; Neuroscience","score_opus":0.14058049384236435,"score_gpt":0.4437482432419709,"score_spread":0.30316774939960656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130893716","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":[0.0000011647722,0.91717845,0.06929374,0.007963624,0.0003347592,0.0051402776,0.000023926195,0.000025103003,0.000038931306],"genre_scores_gemma":[0.00004910702,0.9781777,0.018481083,0.00024279101,0.00023126598,0.00250221,0.000028538523,0.000062828585,0.00022442377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967933,0.00074134936,0.0013340277,0.00038194767,0.00032360168,0.00042572842],"domain_scores_gemma":[0.9860452,0.012394457,0.00011786969,0.0008420478,0.00020735897,0.00039311213],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0067119137,0.00031670264,0.0015862795,0.00016875018,0.000076707314,0.000017462185,0.0004061823,0.00031183398,0.000014744615],"category_scores_gemma":[0.065850474,0.00015441069,0.0006625638,0.0013905772,0.00040138842,0.000020045789,0.0001265588,0.00054165156,0.000013074659],"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":[0.000114002316,0.000116967276,0.0000017169131,0.033979364,0.000042325897,8.5155295e-7,0.00006380979,0.000008019983,0.00003812405,0.0036864218,0.01185205,0.95009637],"study_design_scores_gemma":[0.00016268338,0.00014454084,0.00025730877,0.042940155,0.0002161504,0.000007449556,0.000010350256,0.00009002429,4.1981747e-7,0.000102402475,0.95591414,0.00015434703],"about_ca_topic_score_codex":5.989332e-7,"about_ca_topic_score_gemma":2.462662e-7,"teacher_disagreement_score":0.949942,"about_ca_system_score_codex":0.000308885,"about_ca_system_score_gemma":0.00036546812,"threshold_uncertainty_score":0.9420183},"labels":[],"label_agreement":null},{"id":"W2313934365","doi":"10.1615/critrevbiomedeng.2016016365","title":"Opportunities and Challenges of 7 Tesla Magnetic Resonance Imaging: A Review","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":42,"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. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Magnetic resonance imaging; Computer science; Medical physics; Signal-to-noise ratio (imaging); Physics of magnetic resonance imaging; Field (mathematics); Nuclear magnetic resonance; Medicine; Physics; Radiology; Magnetic resonance microscopy; Telecommunications; Spin echo","score_opus":0.12570491845119014,"score_gpt":0.404858360275117,"score_spread":0.2791534418239269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313934365","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":[6.257405e-9,0.99126333,0.0025973893,0.0043051806,0.000049169284,0.0012599172,0.000037374055,0.000066116365,0.0004215014],"genre_scores_gemma":[2.6688963e-7,0.9862816,0.0124249,0.00020924007,0.00011611255,0.0008332811,0.000016649596,0.000055596338,0.00006237485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750835,0.00006531822,0.0013663908,0.0004502932,0.00024399128,0.00036563442],"domain_scores_gemma":[0.99824554,0.0007011619,0.000118136595,0.0005356468,0.00005843653,0.0003410706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071771484,0.00039953436,0.0028506608,0.00023448998,0.000014629345,0.000004425846,0.00019258846,0.00020195659,0.00008581468],"category_scores_gemma":[0.0030907963,0.00026342765,0.0002931955,0.00030483253,0.0004244148,0.000047835325,0.0001339871,0.0004229436,0.00001153521],"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":[4.9563647e-7,0.00003944417,7.0420114e-8,0.17772488,0.0000014972985,0.000035646557,0.0000019170077,5.8777505e-10,0.0000011966162,0.015854694,0.00047360975,0.80586654],"study_design_scores_gemma":[0.00006382386,0.00004274899,9.985864e-7,0.3689068,0.00016780171,0.0001755994,0.0000013767299,0.0000096975455,2.1912322e-7,0.00010254659,0.63037705,0.00015135024],"about_ca_topic_score_codex":5.202542e-7,"about_ca_topic_score_gemma":4.0723464e-8,"teacher_disagreement_score":0.8057152,"about_ca_system_score_codex":0.000069600006,"about_ca_system_score_gemma":0.00010624125,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W2344933308","doi":"10.1615/critrevbiomedeng.2016016063","title":"Blood Vessel Maturation in Health and Disease and its Implications for Vascularization of Engineered Tissues","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","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":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Blood vessel; Pathology; Medicine; Biology; Internal medicine","score_opus":0.04297448707088192,"score_gpt":0.3727836996949235,"score_spread":0.32980921262404156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344933308","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":[0.000010557458,0.9624102,0.034384932,0.00094346213,0.00011099968,0.0019401647,0.0001592971,0.000038448536,0.0000019359757],"genre_scores_gemma":[0.000064220636,0.9762295,0.021832874,0.00004079425,0.00010146767,0.0013707924,0.00031715442,0.000038040616,0.0000051747015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972084,0.00013126174,0.0014823672,0.0005358297,0.00022892699,0.0004131797],"domain_scores_gemma":[0.997917,0.0007549026,0.00017145262,0.0002976142,0.0000786032,0.0007804078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015666628,0.00031326525,0.0015559058,0.00035386774,0.00003580966,0.000032307107,0.00024430788,0.00026896276,0.000007452678],"category_scores_gemma":[0.0050027226,0.00026744115,0.00009798716,0.0008210732,0.00016777634,0.00010965029,0.000097582466,0.00024514622,0.0000034407985],"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":[0.000014148098,0.0004919103,0.0000026183072,0.24389213,0.00003187139,0.0000038033656,0.00012858749,0.000003924082,0.002729653,0.10494765,0.00056085334,0.64719284],"study_design_scores_gemma":[0.0003894163,0.000111578105,0.000016756772,0.024726562,0.00023841693,0.000019368794,0.000002665495,0.0014341247,0.00002275682,0.0023748183,0.9702727,0.00039078912],"about_ca_topic_score_codex":0.0000029209648,"about_ca_topic_score_gemma":4.7807043e-7,"teacher_disagreement_score":0.9697119,"about_ca_system_score_codex":0.0001226438,"about_ca_system_score_gemma":0.0003507664,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W2346748824","doi":"10.1615/critrevbiomedeng.v43.i2-3.60","title":"Etiology and Biomechanics of Midfoot (Lisfranc) Injuries in Athletes","year":2015,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Foot and Ankle Surgery","field":"Medicine","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":"Laurentian University","funders":"","keywords":"Biomechanics; Tarsometatarsal joints; Medicine; Physical medicine and rehabilitation; Cadaveric spasm; Athletes; Injury prevention; Poison control; Rehabilitation; Sports medicine; Physical therapy; Surgery; Medical emergency; Anatomy","score_opus":0.04354684542934599,"score_gpt":0.32616956636358346,"score_spread":0.28262272093423746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346748824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8083656,0.17621863,0.0055433307,0.006719039,0.0016056143,0.0008194946,0.000015834536,0.00010828131,0.00060419616],"genre_scores_gemma":[0.9901489,0.0049195155,0.004471316,0.00024966605,0.00013782308,0.000029964838,0.000011528961,0.000018032311,0.000013228074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987077,0.00004590114,0.0005975549,0.0001921534,0.00016751196,0.00028916635],"domain_scores_gemma":[0.99913573,0.00037346868,0.000022420903,0.00013858025,0.000038471288,0.0002913123],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010711417,0.00013184326,0.0006844933,0.00031168887,0.0000052948412,0.0000039107053,0.00005810575,0.00016713153,0.000025551564],"category_scores_gemma":[0.008986339,0.00010577764,0.000057485606,0.0004954339,0.00025233917,0.000044096538,0.00006222573,0.00026770265,0.000008108351],"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":[0.00045505495,0.0017984264,0.021983001,0.021374533,0.000075862394,0.0008096016,0.0015679835,0.000008870223,0.15265945,0.10658863,0.0041669556,0.6885116],"study_design_scores_gemma":[0.007103793,0.0024326737,0.015397637,0.025378037,0.00016342198,0.00031382806,0.0003869883,0.03632365,0.007841958,0.008025162,0.89524865,0.0013842203],"about_ca_topic_score_codex":0.000009829016,"about_ca_topic_score_gemma":0.0000016515173,"teacher_disagreement_score":0.8910817,"about_ca_system_score_codex":0.000034388122,"about_ca_system_score_gemma":0.00006253835,"threshold_uncertainty_score":0.9993614},"labels":[],"label_agreement":null},{"id":"W2384099710","doi":"10.1615/critrevbiomedeng.2016016540","title":"Neural Correlates of Cognitive Modulation of Pain Perception in the Human Brainstem and Cervical Spinal Cord using Functional Magnetic Resonance Imaging: A Review","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Pain Mechanisms 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":"Queen's University","funders":"","keywords":"Functional magnetic resonance imaging; Neuroscience; Cognition; Brainstem; Psychology; Neuroimaging; Neurophysiology; Sensory system; Chronic pain; Spinal cord; Population; Medicine","score_opus":0.06718315999496803,"score_gpt":0.37695312081046156,"score_spread":0.3097699608154935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384099710","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":[0.00031404762,0.99447656,0.003596778,0.0001451896,0.00009166853,0.001335904,0.000019691994,0.00000944075,0.000010715249],"genre_scores_gemma":[0.015961686,0.98295873,0.00059411244,0.0001521943,0.00009375581,0.00013628248,0.000071819624,0.000028351606,0.0000030515932],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99694675,0.00056109857,0.0014065821,0.00038039987,0.0004152545,0.00028993565],"domain_scores_gemma":[0.9982641,0.0011581451,0.00016389528,0.0002132504,0.000070705195,0.00012991895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023382949,0.00034053889,0.0018766129,0.00026150828,0.000025373218,0.0000066309426,0.00010866859,0.00019258154,0.00008503501],"category_scores_gemma":[0.0043142205,0.00020345072,0.0002818801,0.00051201374,0.0002685011,0.00005806172,0.00005439377,0.00046256362,0.0000031000914],"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":[0.00001474947,0.00013253311,0.00011483667,0.06031684,0.0000074478767,0.000048716538,0.0000112562,5.810857e-8,0.000031165677,0.00038438675,0.00000874343,0.93892926],"study_design_scores_gemma":[0.0010168097,0.000839159,0.008439533,0.91972214,0.0009016656,0.00043565073,0.000021727612,0.008350675,1.9957852e-7,0.000114915034,0.059821982,0.00033551917],"about_ca_topic_score_codex":0.0000063351986,"about_ca_topic_score_gemma":3.753443e-7,"teacher_disagreement_score":0.93859375,"about_ca_system_score_codex":0.00012524839,"about_ca_system_score_gemma":0.000063968895,"threshold_uncertainty_score":0.82964796},"labels":[],"label_agreement":null},{"id":"W2402138580","doi":"10.1615/critrevbiomedeng.2015011026","title":"Review of Texture Quantification of CT Images for Classification of Lung Diseases","year":2015,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":12,"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. Joseph’s Healthcare Hamilton; St Joseph's Health Care; McMaster University","funders":"","keywords":"Artificial intelligence; Pattern recognition (psychology); Texture (cosmology); Support vector machine; Segmentation; Computer science; Fractal analysis; Lung cancer; Lung; Fractal; Image texture; Image segmentation; Fractal dimension; Medicine; Pathology; Mathematics; Image (mathematics); Internal medicine","score_opus":0.03988242801352217,"score_gpt":0.3865376620677046,"score_spread":0.34665523405418247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402138580","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":[0.0022669502,0.6290561,0.3584951,0.0078467615,0.0005453029,0.001507265,0.00006087147,0.000040189207,0.00018147944],"genre_scores_gemma":[0.86477894,0.10447579,0.029369857,0.0005592093,0.00030712967,0.00018720016,0.00024971936,0.000049503044,0.000022634551],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982083,0.000058075537,0.0010526363,0.00019269249,0.00031285343,0.00017543237],"domain_scores_gemma":[0.9985412,0.00053502,0.00015786279,0.00027763116,0.00022427182,0.00026400894],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014440909,0.00012241275,0.00082899665,0.00015452725,0.0000070877077,0.000002465318,0.00013132201,0.000052125382,0.000018737672],"category_scores_gemma":[0.030300416,0.00009466278,0.00017340599,0.0004055149,0.00025638076,0.00005011339,0.000025387755,0.00020548585,0.0000010582736],"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":[0.00012544138,0.0014938457,0.005386373,0.47724214,0.000094316114,0.000018634875,0.00012846594,0.00003073315,0.110597216,0.020437004,0.044770844,0.33967498],"study_design_scores_gemma":[0.0032004656,0.0006437483,0.014193824,0.22932018,0.0011279694,0.00008642238,0.00007718711,0.29334775,0.0035131937,0.0006867185,0.45326734,0.0005352079],"about_ca_topic_score_codex":0.0000047298017,"about_ca_topic_score_gemma":3.2454864e-8,"teacher_disagreement_score":0.862512,"about_ca_system_score_codex":0.00004421157,"about_ca_system_score_gemma":0.00009979783,"threshold_uncertainty_score":0.9778678},"labels":[],"label_agreement":null},{"id":"W2423573568","doi":"10.1615/critrevbiomedeng.2016016454","title":"Electrophysiological Cardiac Modeling: A Review","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","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":"Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; University of Auckland","keywords":"Cardiac electrophysiology; Electrophysiology; Computer science; Computational model; Testbed; Defibrillation; Neuroscience; Artificial intelligence; Medicine; Biology; Cardiology","score_opus":0.04115918574790228,"score_gpt":0.3650544229125156,"score_spread":0.3238952371646133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2423573568","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":[8.6534124e-7,0.9953585,0.0013786139,0.0004781576,0.0005989717,0.001828356,0.000027407112,0.00013917382,0.00018993233],"genre_scores_gemma":[0.000005297193,0.99583775,0.0007677729,0.00059058954,0.0015029933,0.0009756974,0.00015864644,0.00010416532,0.000057080717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494433,0.00041513084,0.001990873,0.0010286467,0.0004246772,0.0011963287],"domain_scores_gemma":[0.99734646,0.00094106887,0.0001107194,0.0008443036,0.000069402784,0.0006880338],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010713477,0.00089542184,0.00793138,0.00034235482,0.000042477248,0.000011295949,0.0003077963,0.0009738292,0.00029808938],"category_scores_gemma":[0.008635316,0.0005291792,0.002575665,0.000997642,0.00026212458,0.000059696053,0.00017881313,0.0020404884,0.00082024373],"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":[0.000009080342,0.00008947841,2.5466292e-8,0.15481187,0.000095871656,0.00049812475,9.3995703e-7,3.4436027e-7,0.000037591974,0.0013421163,0.0018877669,0.8412268],"study_design_scores_gemma":[0.000111502166,0.00019403579,1.7474932e-7,0.27914232,0.000760953,0.00033249852,1.1693985e-7,0.00016070237,2.5002268e-7,0.000058294798,0.7188349,0.0004042873],"about_ca_topic_score_codex":7.836523e-7,"about_ca_topic_score_gemma":1.6332962e-8,"teacher_disagreement_score":0.8408225,"about_ca_system_score_codex":0.0003768902,"about_ca_system_score_gemma":0.00036027463,"threshold_uncertainty_score":0.99995774},"labels":[],"label_agreement":null},{"id":"W2476147317","doi":"10.1615/critrevbiomedeng.2015013734","title":"Diffusion-Weighted Magnetic Resonance Imaging Attenuation Factors and Their Selection for Cancer Diagnosis and Monitoring","year":2015,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"MRI in cancer diagnosis","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":"Magnetic resonance imaging; Diffusion MRI; Intravoxel incoherent motion; Diffusion; Selection (genetic algorithm); Computer science; Radiology; Cancer; Medical physics; Medicine; Nuclear medicine; Nuclear magnetic resonance; Artificial intelligence; Physics","score_opus":0.045492762372302875,"score_gpt":0.3416753688648589,"score_spread":0.296182606492556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476147317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54420906,0.4322292,0.011766291,0.009026181,0.0011161052,0.0014733293,0.000034637564,0.00012622528,0.000018940797],"genre_scores_gemma":[0.9074487,0.080221884,0.009050622,0.00022723271,0.0006973941,0.0022730313,0.0000140951925,0.000054613854,0.000012434362],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987,0.000031707918,0.00039741557,0.00034665174,0.00019181515,0.000332414],"domain_scores_gemma":[0.9985405,0.0008197519,0.000026735994,0.000112705035,0.00008692796,0.00041333924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044044052,0.00020827311,0.00046168803,0.0001611713,0.000040650335,0.000026944166,0.000051935636,0.000085721986,0.000026893103],"category_scores_gemma":[0.0028745672,0.00015651177,0.000047536545,0.0003421709,0.00011785096,0.00010814936,0.000048054284,0.0002229712,9.606753e-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":[0.000028296694,0.000102666774,0.54291826,0.0012190441,0.000005784681,0.0000056300564,0.00037911837,0.0000016296567,0.0017109581,0.00016538154,0.0012334166,0.4522298],"study_design_scores_gemma":[0.003385196,0.0004886055,0.20466599,0.011769193,0.00019712666,0.00006082326,0.0002504722,0.11248824,0.004103706,0.00044580924,0.6614492,0.00069562724],"about_ca_topic_score_codex":0.00007099573,"about_ca_topic_score_gemma":0.000005475567,"teacher_disagreement_score":0.6602158,"about_ca_system_score_codex":0.00022068579,"about_ca_system_score_gemma":0.00004216777,"threshold_uncertainty_score":0.6382365},"labels":[],"label_agreement":null},{"id":"W2494756298","doi":"10.1615/critrevbiomedeng.v43.i2-3.10","title":"Oscillatory Mechanics in Asthma: Emphasis on Airway Variability and Heterogeneity","year":2015,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","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":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Spirometry; Asthma; Medicine; Respiratory physiology; Airway; Airway obstruction; Intensive care medicine; Airway hyperresponsiveness; Lung function; Breathing; Respiratory system; Lung; Internal medicine; Surgery; Anesthesia","score_opus":0.04457254586025882,"score_gpt":0.3334670395706489,"score_spread":0.28889449371039005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2494756298","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":[0.000031620388,0.98873615,0.009023918,0.000025924583,0.00072977424,0.00085394696,0.000056938603,0.0004507095,0.000091037495],"genre_scores_gemma":[0.00069782516,0.9959065,0.0027767655,0.000015748567,0.00012353751,0.00033803703,0.000017590139,0.00012261559,0.0000013905232],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606526,0.00020969793,0.0015981155,0.0007750718,0.0004966273,0.00085523794],"domain_scores_gemma":[0.9973987,0.0012993402,0.0000540281,0.0007519132,0.000030917377,0.00046509953],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002808016,0.0008382781,0.0032173113,0.00071259873,0.000020168736,0.000033286033,0.0005451826,0.0013062651,0.000021134196],"category_scores_gemma":[0.010790394,0.00071206497,0.00028187243,0.0011045872,0.00020176361,0.00008271605,0.00028838738,0.0018606635,0.00005449671],"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":[9.215218e-7,0.00006549276,0.0000010294141,0.036179572,0.000019441011,0.0000984523,0.000008373003,0.00013150641,0.0000025151364,0.0016878073,0.00021026826,0.96159464],"study_design_scores_gemma":[0.0001517298,0.00005666997,0.0000025611814,0.019897196,0.00006866096,0.000048751946,0.0000033768133,0.018815449,0.0000014449926,0.00019495311,0.9601322,0.00062704145],"about_ca_topic_score_codex":0.0000015872142,"about_ca_topic_score_gemma":0.0000013312001,"teacher_disagreement_score":0.9609676,"about_ca_system_score_codex":0.0010922129,"about_ca_system_score_gemma":0.000095398536,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W2523964341","doi":"10.1615/critrevbiomedeng.2016016541","title":"Functional Magnetic Resonance Imaging of the Human Brainstem and Cervical Spinal Cord during Cognitive Modulation of Pain","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Musculoskeletal pain and rehabilitation","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":"Queen's University","funders":"","keywords":"Functional magnetic resonance imaging; Brainstem; Cognition; Neuroscience; Psychology; Spinal cord; Magnetic resonance imaging; Chronic pain; Sensory system; Medicine; Audiology; Radiology","score_opus":0.016133565766476964,"score_gpt":0.2980146666193473,"score_spread":0.2818811008528703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523964341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694071,0.011682799,0.015173328,0.0029908228,0.0001445936,0.00051771244,0.000005660422,0.00001861882,0.0000593787],"genre_scores_gemma":[0.99898964,0.00017467431,0.0006385435,0.000066914254,0.00007864356,0.000023134155,0.000002053165,0.000009585082,0.000016789814],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987065,0.00013077316,0.0005422419,0.00018587777,0.00027017997,0.00016442381],"domain_scores_gemma":[0.999063,0.0005968954,0.00003988819,0.00012532837,0.000068146786,0.000106723084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009397881,0.00010339402,0.0003120428,0.000096725256,0.000024651023,0.0000024229796,0.000046158522,0.0000626835,0.000063838255],"category_scores_gemma":[0.006784774,0.00005876977,0.00009444018,0.000235796,0.00044691854,0.000046756206,0.000044367636,0.00013778944,0.0000012985183],"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":[0.00015800277,0.0002100018,0.041161373,0.01033539,0.000006703799,0.0000058395235,0.000056533936,0.0000010667433,0.39256942,0.007933571,0.000025584153,0.54753655],"study_design_scores_gemma":[0.00084985886,0.00025595483,0.9840756,0.011515751,0.000017076223,0.000009690648,0.000020931117,0.0021879687,0.0003670569,0.00023422054,0.0003882957,0.00007761486],"about_ca_topic_score_codex":0.000002771379,"about_ca_topic_score_gemma":4.957191e-7,"teacher_disagreement_score":0.9429142,"about_ca_system_score_codex":0.000042989643,"about_ca_system_score_gemma":0.000021143516,"threshold_uncertainty_score":0.81224984},"labels":[],"label_agreement":null},{"id":"W2565565204","doi":"10.1615/critrevbiomedeng.2016019544","title":"Comprehensive Review on Magnetic Resonance Imaging in Alzheimer's Disease","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Alzheimer's disease research and treatments","field":"Medicine","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":"McMaster University","funders":"","keywords":"Magnetic resonance imaging; Dementia; Atrophy; Neuroscience; Medicine; Disease; Neuroimaging; Alzheimer's disease; In vivo magnetic resonance spectroscopy; Pathology; Cerebral atrophy; Psychology; Radiology","score_opus":0.062246215947317156,"score_gpt":0.40023151276078744,"score_spread":0.3379852968134703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2565565204","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":[2.3418633e-7,0.99499327,0.000019767622,0.0011270092,0.00029552687,0.0032374766,0.000105878506,0.00006992089,0.0001509124],"genre_scores_gemma":[0.000011457792,0.99682945,0.00028587066,0.00079080136,0.00028308498,0.0014873495,0.00017686898,0.00012469033,0.000010431434],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99455094,0.00039853787,0.0018304252,0.0010780543,0.00091520755,0.0012268027],"domain_scores_gemma":[0.99549353,0.001467006,0.00009570043,0.000978501,0.00007922498,0.0018860636],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006573868,0.0009069309,0.0039467933,0.0006942526,0.000034745466,0.000024476998,0.00039553392,0.00023211163,0.00054200756],"category_scores_gemma":[0.0046846652,0.0005895933,0.00086141285,0.0011300055,0.00038289407,0.00009382701,0.00019643166,0.0011242687,0.001173085],"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":[0.000021147987,0.0003863397,0.0000129577475,0.09116448,0.00010100743,0.0037238246,0.0000013613092,2.1974088e-8,6.8770525e-8,0.00023350715,0.0013284357,0.9030268],"study_design_scores_gemma":[0.00043547474,0.00007410979,0.00008845505,0.4022725,0.0009551688,0.00005297085,3.3714025e-7,0.000033982047,2.9672895e-8,0.00002031887,0.5957657,0.0003009394],"about_ca_topic_score_codex":0.0000038491044,"about_ca_topic_score_gemma":1.4631902e-7,"teacher_disagreement_score":0.90272593,"about_ca_system_score_codex":0.00045483754,"about_ca_system_score_gemma":0.00052819354,"threshold_uncertainty_score":0.99965554},"labels":[],"label_agreement":null},{"id":"W2579306617","doi":"10.1615/critrevbiomedeng.2017019377","title":"Current Status of Radiological Multimodality Imaging","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Medical Imaging Techniques and Applications","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":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Multimodality; Magnetic resonance imaging; Medical imaging; Medicine; Medical physics; Radiology; Radiological weapon; Ultrasound; Computer science","score_opus":0.08844049983064989,"score_gpt":0.45612442342137904,"score_spread":0.36768392359072916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579306617","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":[0.0000011342586,0.95924443,0.038396247,0.000547,0.00030215952,0.001216459,0.00007020833,0.00013574584,0.00008662086],"genre_scores_gemma":[0.000034678913,0.97791183,0.020923818,0.000057914847,0.0003649651,0.000544243,0.00010433307,0.000052196847,0.00000599911],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956453,0.00016585595,0.0021599436,0.0006547661,0.00046094126,0.00091323204],"domain_scores_gemma":[0.99664664,0.0013530633,0.00017876265,0.00071538234,0.00007035125,0.0010357891],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012018847,0.00051269704,0.0035615247,0.00037201997,0.00002133898,0.000010502364,0.0003477803,0.0003456901,0.0003175949],"category_scores_gemma":[0.013722196,0.00030628528,0.0007714338,0.0006733678,0.0006545409,0.00004583169,0.0002151555,0.0012612311,0.00007343678],"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":[0.000001836381,0.00022950553,0.00000879267,0.043394137,0.000012266037,0.00003300148,0.0000037898594,1.0182507e-8,0.000019124884,0.0030086865,0.0014134804,0.9518754],"study_design_scores_gemma":[0.00020854105,0.000031928088,0.000010153332,0.11727759,0.00023523088,0.00008181722,6.0653724e-7,0.00047145202,0.000001293345,0.00009375206,0.8813296,0.00025803567],"about_ca_topic_score_codex":0.0000047938124,"about_ca_topic_score_gemma":3.3611208e-8,"teacher_disagreement_score":0.95161736,"about_ca_system_score_codex":0.00033518815,"about_ca_system_score_gemma":0.00028680754,"threshold_uncertainty_score":0.9999389},"labels":[],"label_agreement":null},{"id":"W2614945759","doi":"10.1615/critrevbiomedeng.2017020171","title":"Transcranial Magnetic Stimulation in Migraine: A New Therapy and New Insights into Pathogenesis","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Migraine and Headache 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":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Migraine; Transcranial magnetic stimulation; Aura; Cortical spreading depression; Migraine with aura; Medicine; Neuroscience; Pathogenesis; Depression (economics); Adverse effect; Stimulation; Physical medicine and rehabilitation; Psychology; Anesthesia; Internal medicine","score_opus":0.04241992620863384,"score_gpt":0.3165909544616666,"score_spread":0.27417102825303274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614945759","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":[0.3957085,0.5113388,0.053692624,0.037288446,0.00016604637,0.0015035493,0.0000027828378,0.00012488739,0.00017437497],"genre_scores_gemma":[0.9100355,0.07333132,0.0146714365,0.0008328128,0.00069661747,0.000057155972,0.0000053709537,0.00003848264,0.00033131026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985996,0.00003936348,0.0005453326,0.00029411708,0.00021387028,0.0003077491],"domain_scores_gemma":[0.9989744,0.00040545047,0.000013574319,0.00015152362,0.000018649116,0.00043640254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702945,0.00020016571,0.0005738858,0.0002412321,0.000017149463,0.000007588563,0.00006073417,0.0001387254,0.00017253157],"category_scores_gemma":[0.0023448698,0.00012373233,0.00009244019,0.00040952256,0.000105950676,0.00006428905,0.0000223687,0.00016832778,0.0000144222795],"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":[0.000106306325,0.00019978052,0.0023951503,0.0009377582,0.0000139952,0.00013212716,0.00197473,0.0000010966519,0.11606202,0.0022265879,0.0031221965,0.87282825],"study_design_scores_gemma":[0.010017907,0.001615472,0.15515178,0.007992952,0.000103221835,0.000060912993,0.00005368056,0.0027946278,0.00031170063,0.00291112,0.8183088,0.00067782996],"about_ca_topic_score_codex":0.00009237637,"about_ca_topic_score_gemma":0.0000518392,"teacher_disagreement_score":0.8721504,"about_ca_system_score_codex":0.000055060707,"about_ca_system_score_gemma":0.00007798906,"threshold_uncertainty_score":0.50456583},"labels":[],"label_agreement":null},{"id":"W2615600559","doi":"10.1615/critrevbiomedeng.2017020438","title":"Validation of Structural Equation Modeling Methods for Functional MRI Data Acquired in the Human Brainstem and Spinal Cord","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","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":"Queen's University","funders":"","keywords":"Brainstem; Spinal cord; Neuroscience; Computer science; Psychology","score_opus":0.2846688350102001,"score_gpt":0.4481131099913296,"score_spread":0.16344427498112946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615600559","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":[0.04410632,0.00036220058,0.95303243,0.0018808878,0.00023260557,0.00034763725,0.000009920382,0.000017248456,0.00001076197],"genre_scores_gemma":[0.9888061,0.00010656249,0.010786644,0.00012267762,0.0000858244,0.00006937311,0.000012806729,0.0000075989105,0.0000023693613],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986102,0.00023115802,0.0005072025,0.0003074473,0.0001829399,0.0001610558],"domain_scores_gemma":[0.99843866,0.0011837687,0.00004684286,0.00025528658,0.000022552202,0.000052891537],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021026314,0.00009050306,0.00018373827,0.00011694542,0.00004757168,0.000020786778,0.00023145984,0.00006065816,0.0000137657435],"category_scores_gemma":[0.011418843,0.00005565318,0.00002933301,0.00028328443,0.00012965835,0.00022115566,0.000053559892,0.000083534476,9.77551e-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":[0.000035501944,0.000028550636,0.000018315139,0.0003206772,0.0000010435883,6.737649e-7,0.00004267737,0.000055156965,0.69784015,0.046477467,0.000015952128,0.25516382],"study_design_scores_gemma":[0.0005620626,0.00014040813,0.0007725236,0.0005411365,0.000011532524,0.00002063715,0.00003399089,0.98129344,0.009741853,0.0037454695,0.0029993234,0.00013763168],"about_ca_topic_score_codex":0.0000015090484,"about_ca_topic_score_gemma":3.8809583e-7,"teacher_disagreement_score":0.98123825,"about_ca_system_score_codex":0.00003928248,"about_ca_system_score_gemma":0.000014542122,"threshold_uncertainty_score":0.99690837},"labels":[],"label_agreement":null},{"id":"W2736308984","doi":"10.1615/critrevbiomedeng.2017019757","title":"Air Pollution's Effects on the Human Respiratory System","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":12,"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 Medical Centre; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Air pollution; Pollutant; Asthma; Pollution; Ozone; Environmental science; Particulates; Environmental health; Respiratory system; Nitrogen dioxide; Medicine; Immunology; Chemistry; Biology; Ecology","score_opus":0.04287130178916233,"score_gpt":0.33272167052087775,"score_spread":0.28985036873171544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736308984","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":[0.2592379,0.013832989,0.17192589,0.5123464,0.005515504,0.0068652583,0.000057314173,0.0014766825,0.028742077],"genre_scores_gemma":[0.98852193,0.00007835328,0.0003788535,0.010603321,0.00026081162,0.00010253659,3.910615e-7,0.0000148569425,0.00003896808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832064,0.00022197062,0.00041655617,0.00023565092,0.00034569137,0.00045951974],"domain_scores_gemma":[0.9982873,0.0010352342,0.000025581892,0.00029613893,0.0000029670812,0.0003527645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019435607,0.00014065125,0.0002558787,0.00004306433,0.0001048256,0.0000076087044,0.00024144037,0.00010995533,0.00030658327],"category_scores_gemma":[0.004824667,0.000069983194,0.000061137085,0.0002643022,0.00027452526,0.000077659344,0.00009024779,0.00023504728,0.0011072818],"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":[0.000018309813,0.00031158366,0.0007480662,0.004262394,0.000010955772,0.00015766808,0.00027094665,0.00006185649,0.027310913,0.5523874,0.09127961,0.32318026],"study_design_scores_gemma":[0.0002960053,0.00018000563,0.016085362,0.003943967,0.000007138335,0.000005351399,0.000010104588,0.00031282494,0.0006302345,0.00038128818,0.9779332,0.0002145061],"about_ca_topic_score_codex":0.0000109156945,"about_ca_topic_score_gemma":0.0000016586387,"teacher_disagreement_score":0.8866536,"about_ca_system_score_codex":0.00045502436,"about_ca_system_score_gemma":0.000009757032,"threshold_uncertainty_score":0.99967045},"labels":[],"label_agreement":null},{"id":"W2737248451","doi":"10.1615/critrevbiomedeng.2017020607","title":"The Migraine Aura: A Problem for Vision Theory?","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Migraine and Headache Studies","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":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Receptive field; Visual cortex; Orientation column; Neuroscience; Orientation (vector space); Cortex (anatomy); Binocular neurons; Optical illusion; Physics; Binocular vision; Surround suppression; Artificial intelligence; Illusion; Retina; Striate cortex; Computer vision; Psychology; Optics; Computer science; Visual perception; Geometry; Mathematics; Perception","score_opus":0.02240245519125284,"score_gpt":0.3542595876852425,"score_spread":0.3318571324939897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737248451","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":[0.002861586,0.22352886,0.4906796,0.27305228,0.0005163035,0.0051946514,0.000039388684,0.00035825,0.0037690788],"genre_scores_gemma":[0.7191872,0.11979017,0.11977729,0.006799775,0.0054643718,0.005744732,0.00004905692,0.00032663418,0.022860745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847835,0.000043835753,0.00054408057,0.00024145136,0.00020748215,0.00048479845],"domain_scores_gemma":[0.9965756,0.0028570874,0.000022091603,0.000247874,0.00006228479,0.00023507953],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018308333,0.00016778128,0.00046024987,0.000075671334,0.00008025166,0.0000118134185,0.00011881702,0.00009348839,0.000049337043],"category_scores_gemma":[0.01658778,0.00007207378,0.00020519506,0.00022928647,0.00028707288,0.000041850886,0.000060232134,0.00017281016,0.000036511894],"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":[0.00018596333,0.0002796236,0.000086580396,0.0030800486,0.00006367822,0.00003889558,0.00022210115,1.756159e-7,0.022174532,0.29777443,0.11917869,0.5569153],"study_design_scores_gemma":[0.0007674945,0.00028417562,0.00031665884,0.0026608254,0.000044078086,0.00002161246,0.000021236576,0.0003460384,0.000099048535,0.0037135007,0.9916103,0.00011504833],"about_ca_topic_score_codex":0.0000013498673,"about_ca_topic_score_gemma":0.0000020876248,"teacher_disagreement_score":0.8724316,"about_ca_system_score_codex":0.00006116965,"about_ca_system_score_gemma":0.00003816658,"threshold_uncertainty_score":0.99169594},"labels":[],"label_agreement":null},{"id":"W2738593593","doi":"10.1615/critrevbiomedeng.2017019768","title":"Air Pollution and Cardiovascular Disease: A Review","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":25,"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. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Air pollution; Environmental health; Myocardial infarction; Disease; Pollution; Stroke (engine); Toxicology; Cardiology; Internal medicine; Biology; Ecology","score_opus":0.05838710039456912,"score_gpt":0.3675941241742052,"score_spread":0.30920702377963605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738593593","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":[3.7613294e-8,0.99130195,0.004430058,0.0027462584,0.00022607096,0.0010936226,0.00003440989,0.000047167305,0.00012042833],"genre_scores_gemma":[8.4167533e-7,0.996305,0.0011064168,0.0020159716,0.00019221749,0.0002966255,0.000017163695,0.00003800995,0.000027760976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965118,0.00037920772,0.0012040909,0.00065729534,0.0005656531,0.0006819379],"domain_scores_gemma":[0.9977309,0.00040508015,0.00006836563,0.00061817915,0.0000046494456,0.0011728383],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029037006,0.00044339112,0.002470487,0.000094606985,0.000051503666,0.000011406088,0.00029439718,0.00028217793,0.00078618556],"category_scores_gemma":[0.008133341,0.00029131133,0.0006124321,0.0005642213,0.0003827945,0.00013896452,0.00028987785,0.0005378683,0.00077865523],"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":[3.9204429e-7,0.000020452979,2.7174767e-7,0.13324656,0.000013482804,0.000031338877,0.000002429598,6.264433e-7,2.6959983e-8,0.00033770755,0.0046198866,0.8617268],"study_design_scores_gemma":[0.000051152816,0.000013405542,0.00001247157,0.22297977,0.00028066052,0.000025649544,1.7483413e-7,0.000041606618,4.3556474e-9,0.000047743197,0.7762803,0.00026705358],"about_ca_topic_score_codex":0.000009958404,"about_ca_topic_score_gemma":3.3078123e-7,"teacher_disagreement_score":0.8614598,"about_ca_system_score_codex":0.00034413324,"about_ca_system_score_gemma":0.00006719517,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W2743334691","doi":"10.1615/critrevbiomedeng.2017021214","title":"Design and Construction of a Heteronuclear 1H and 31P Double Tuned Coil for Breast Imaging and Spectroscopy","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","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":"McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Magnetic resonance imaging; Nuclear magnetic resonance; In vivo magnetic resonance spectroscopy; Radio frequency; Modality (human–computer interaction); Breast imaging; Radiofrequency coil; Computer science; Biomedical engineering; Breast cancer; Physics; Materials science; Radiology; Medicine; Cancer; Artificial intelligence","score_opus":0.020441428570041744,"score_gpt":0.3315051982857455,"score_spread":0.31106376971570376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743334691","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007088413,0.0041980757,0.9851514,0.0029573373,0.000024529463,0.0005223748,0.000008203782,0.00003583959,0.000013814236],"genre_scores_gemma":[0.22179207,0.008709327,0.76919436,0.00008493484,0.000061122744,0.00013192074,0.0000018992044,0.000019689602,0.0000046728696],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999324,0.000007974932,0.00026321007,0.00018260661,0.00006148564,0.00016067941],"domain_scores_gemma":[0.9994879,0.00022087114,0.000021197779,0.00009123017,0.000023682418,0.00015516402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023603367,0.000091565664,0.0002927921,0.00006399278,0.000019424808,0.0000059260237,0.000023341232,0.000046551195,0.000009573305],"category_scores_gemma":[0.0002631474,0.00006312097,0.00002088674,0.00007922472,0.0003326461,0.000055690358,0.0000286546,0.00007038838,3.459743e-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":[0.00014015363,0.000072314135,0.00019219414,0.0015848732,0.0000060254656,0.0000060331604,0.000035175257,4.6449583e-7,0.5271343,0.040496264,0.00010117775,0.43023103],"study_design_scores_gemma":[0.038897317,0.0040247906,0.011435147,0.055718366,0.0011048547,0.010546057,0.00035491737,0.16207092,0.27202147,0.06505914,0.3755287,0.0032383283],"about_ca_topic_score_codex":0.0000012202762,"about_ca_topic_score_gemma":4.5600853e-8,"teacher_disagreement_score":0.4269927,"about_ca_system_score_codex":0.000021993214,"about_ca_system_score_gemma":0.000008959032,"threshold_uncertainty_score":0.25739986},"labels":[],"label_agreement":null},{"id":"W2743549042","doi":"10.1615/critrevbiomedeng.2017019704","title":"A Review of Sensing Systems and Their Need for Environmental Water Monitoring","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Water Quality Monitoring Technologies","field":"Environmental Science","cited_by":14,"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":"","keywords":"Water quality; Environmental science; Environmental monitoring; Hazardous waste; Water pollution; Human health; Water resources; Pollution; Contamination; Water contamination; Watershed; Computer science; Environmental engineering; Waste management; Engineering; Environmental chemistry; Chemistry; Ecology","score_opus":0.05396505867126797,"score_gpt":0.32792523308676097,"score_spread":0.27396017441549303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743549042","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":[0.000009591844,0.9940481,0.0036271769,0.00011262076,0.00069885113,0.0013761232,0.000046077497,0.00006981806,0.000011635443],"genre_scores_gemma":[0.000044275897,0.99573934,0.0036439921,0.000012341147,0.00021226269,0.00025532773,0.000016387576,0.000059812126,0.000016288177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996846,0.00015741562,0.0015404687,0.00057148613,0.00025175343,0.0006328333],"domain_scores_gemma":[0.9982031,0.0009638631,0.00012475152,0.00051186484,0.000004571945,0.00019187665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018243353,0.0005262748,0.00246037,0.00014623227,0.000035936006,0.000020968364,0.00042349586,0.00039180656,0.00003146365],"category_scores_gemma":[0.002115503,0.00028532455,0.000332683,0.0001901945,0.00048297198,0.0001038596,0.00059544825,0.00038437406,0.00005240376],"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":[6.059073e-7,0.000021015263,0.000002447021,0.18845898,0.000013967231,0.0000043396417,0.00001466633,2.1105572e-7,0.00034250336,0.000022196371,0.00011677505,0.8110023],"study_design_scores_gemma":[0.000058627513,0.00002777892,4.0726115e-7,0.29000023,0.000064979555,0.000028857565,0.0000056730287,0.000044997738,0.00008936351,0.000019556213,0.70940304,0.0002565104],"about_ca_topic_score_codex":0.0000050098365,"about_ca_topic_score_gemma":2.8587607e-8,"teacher_disagreement_score":0.8107458,"about_ca_system_score_codex":0.00037085722,"about_ca_system_score_gemma":0.000008443596,"threshold_uncertainty_score":0.9999599},"labels":[],"label_agreement":null},{"id":"W2744417448","doi":"10.1615/critrevbiomedeng.2017021073","title":"Posture and Loading in the Pathomechanics of Carpal Tunnel Syndrome: A Review","year":2016,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Orthopedic Surgery and Rehabilitation","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":"McMaster University","funders":"AUTO21 Network of Centres of Excellence; Natural Sciences and Engineering Research Council of Canada","keywords":"Carpal tunnel syndrome; Carpal tunnel; Wrist; Median nerve; Medicine; Forearm; Hydrostatic pressure; Physical medicine and rehabilitation; Surgery","score_opus":0.03345189784944801,"score_gpt":0.3537431109693871,"score_spread":0.3202912131199391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744417448","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":[0.000021996071,0.99682665,0.00024350523,0.00091736316,0.00033335722,0.0015769077,0.000020612497,0.00001628265,0.000043338856],"genre_scores_gemma":[0.00014757924,0.9986172,0.00050077983,0.0002626878,0.0001190977,0.00027374248,0.000031324325,0.000036033452,0.000011566279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652797,0.00039312764,0.0017933773,0.0004292064,0.00044597583,0.00041031762],"domain_scores_gemma":[0.9959888,0.0031632516,0.0001339628,0.00044001162,0.000041260446,0.00023271145],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0040701823,0.00039972973,0.0032489072,0.0003882176,0.00001704713,0.0000075778844,0.00019259746,0.00044477909,0.00006179851],"category_scores_gemma":[0.016301414,0.00020221373,0.00047151058,0.0010768507,0.00020972501,0.00005722283,0.000080774706,0.00094120495,0.000014445357],"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":[0.0000014255622,0.00007546259,0.000003064652,0.27563295,0.000011496316,0.0002405366,0.000029164683,5.4391167e-9,0.0000059643767,0.0006044816,0.00007977672,0.72331566],"study_design_scores_gemma":[0.000108388565,0.000088375244,0.000019837586,0.400398,0.00024910746,0.0007757091,0.0000064683845,0.000009928434,6.308982e-8,0.000021464672,0.59818685,0.00013581848],"about_ca_topic_score_codex":0.0000015921573,"about_ca_topic_score_gemma":2.946653e-7,"teacher_disagreement_score":0.7231799,"about_ca_system_score_codex":0.000100803874,"about_ca_system_score_gemma":0.00014292328,"threshold_uncertainty_score":0.9919847},"labels":[],"label_agreement":null},{"id":"W2762499814","doi":"10.1615/critrevbiomedeng.2017021231","title":"Preface: McMaster Research Highlights","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Cell Image Analysis Techniques","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":"McMaster University","funders":"","keywords":"Computer science; Medical physics; Medicine","score_opus":0.032733557911515006,"score_gpt":0.37041334344260174,"score_spread":0.33767978553108674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762499814","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":[0.11673133,0.11518635,0.7180063,0.026115917,0.0007990253,0.0031727164,0.000026033847,0.00050699216,0.019455351],"genre_scores_gemma":[0.96650714,0.018251093,0.012013898,0.00031928098,0.00074683985,0.0002700857,0.000018636652,0.000059452857,0.0018135807],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998315,0.0001225501,0.0004015475,0.0004083676,0.00028279793,0.0004697446],"domain_scores_gemma":[0.99915576,0.0001622137,0.000014059139,0.00038321016,0.00007223054,0.00021250395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014096373,0.00014092847,0.0002557849,0.00016326405,0.000025195264,0.00001823612,0.00029426775,0.00018758456,0.00022399245],"category_scores_gemma":[0.005357769,0.00008938182,0.00010101259,0.00031553648,0.00025598746,0.000007522634,0.0002149636,0.00018215647,0.00011747773],"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":[0.00000656049,0.00007028451,0.000040891577,0.000115987204,0.0000074826403,0.000015983662,0.0000056837453,2.2091393e-7,0.94077104,0.0012366893,0.01280981,0.04491938],"study_design_scores_gemma":[0.00014835404,0.000088111075,0.000104586674,0.00041048447,0.0000057696175,0.0000071768486,0.0000016234237,0.000079834324,0.1013409,0.00013131436,0.89753747,0.00014435354],"about_ca_topic_score_codex":0.0000025085662,"about_ca_topic_score_gemma":0.0000016289927,"teacher_disagreement_score":0.88472766,"about_ca_system_score_codex":0.000042121028,"about_ca_system_score_gemma":0.000021829032,"threshold_uncertainty_score":0.6414137},"labels":[],"label_agreement":null},{"id":"W2778540281","doi":"10.1615/critrevbiomedeng.2017021970","title":"Imaging Chronic Traumatic Encephalopathy: A Biomedical Engineering Perspective","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Traumatic Brain Injury 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":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Chronic traumatic encephalopathy; Dementia; Medicine; Disease; Depression (economics); Mood; Limiting; Intensive care medicine; Poison control; Psychology; Psychiatry; Injury prevention; Concussion; Medical emergency; Pathology","score_opus":0.04278360940615095,"score_gpt":0.3661068904322412,"score_spread":0.32332328102609026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778540281","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":[0.061530598,0.09581566,0.74192643,0.08667094,0.0037592459,0.005862722,0.00010023425,0.001885755,0.002448404],"genre_scores_gemma":[0.9798179,0.0019527868,0.016234133,0.00029163406,0.001048367,0.00044317092,0.000011681089,0.00012203805,0.00007826189],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954124,0.000108175394,0.0012695757,0.00076207466,0.0010783811,0.0013693988],"domain_scores_gemma":[0.9961215,0.0018294931,0.00005142099,0.0006526001,0.00013304027,0.0012119241],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019367028,0.00046633722,0.0011447804,0.000794169,0.000048843965,0.000041734937,0.00040998813,0.00024067357,0.0010410362],"category_scores_gemma":[0.024706462,0.00031546468,0.00029206055,0.0012440014,0.0006391195,0.00024701995,0.00016512402,0.0008721977,0.00040599858],"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":[0.00013742752,0.0017965375,0.0011532838,0.012505742,0.00020016638,0.0031215914,0.0016620936,0.0000114743425,0.2648125,0.069569305,0.0036613685,0.6413685],"study_design_scores_gemma":[0.019912302,0.003285683,0.03398176,0.111355685,0.0006570425,0.00514244,0.0011731632,0.25237522,0.0035055066,0.0031337303,0.5607871,0.0046903878],"about_ca_topic_score_codex":0.000013738594,"about_ca_topic_score_gemma":9.769735e-7,"teacher_disagreement_score":0.91828734,"about_ca_system_score_codex":0.0014882021,"about_ca_system_score_gemma":0.00031513078,"threshold_uncertainty_score":0.9999297},"labels":[],"label_agreement":null},{"id":"W2778693718","doi":"10.1615/critrevbiomedeng.2017024947","title":"Quantitative Ultrasound Using Texture Analysis of Myofascial Pain Syndrome in the Trapezius","year":2017,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Myofascial pain diagnosis and treatment","field":"Biochemistry, Genetics and Molecular Biology","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":"St. Joseph’s Healthcare Hamilton; McMaster University; University of Toronto","funders":"","keywords":"Myofascial pain; Medicine; Ultrasound; Texture (cosmology); Myofascial pain syndrome; Musculoskeletal pain; Physical therapy; Physical medicine and rehabilitation; Orthodontics; Radiology; Computer science; Artificial intelligence; Pathology","score_opus":0.03479748039079877,"score_gpt":0.3562988575900057,"score_spread":0.3215013771992069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778693718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607101,0.015114571,0.022518374,0.000822411,0.00021079504,0.0004790018,0.00004318515,0.000007713765,0.00009385508],"genre_scores_gemma":[0.9967169,0.0013343021,0.0016745046,0.00013757535,0.000053755397,0.00004168385,0.000028935583,0.000010948502,0.000001382057],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99862754,0.00020674597,0.00044210482,0.0002629968,0.0002016583,0.00025892883],"domain_scores_gemma":[0.99893755,0.00046342192,0.000065236054,0.00042964972,0.000023777495,0.00008039427],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002023522,0.00015174762,0.0004677774,0.00014583718,0.00006110988,0.000034182467,0.00036924295,0.00014433607,0.000016406306],"category_scores_gemma":[0.009648057,0.00010526298,0.00021865134,0.00034868222,0.000234952,0.000006808635,0.000049615315,0.00015042674,0.0000013495176],"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":[0.00036366037,0.008951493,0.19172226,0.005344932,0.004457306,0.0021679457,0.0030037493,0.0064399997,0.5205298,0.073207736,0.002466855,0.18134429],"study_design_scores_gemma":[0.0030413019,0.0026002727,0.797977,0.004097586,0.0026213888,0.00012422755,0.00067292416,0.10366158,0.0030263634,0.00092262944,0.07915157,0.002103176],"about_ca_topic_score_codex":0.000070109156,"about_ca_topic_score_gemma":0.000074580385,"teacher_disagreement_score":0.60625476,"about_ca_system_score_codex":0.000022369526,"about_ca_system_score_gemma":0.000023845201,"threshold_uncertainty_score":0.9986941},"labels":[],"label_agreement":null},{"id":"W2778759966","doi":"10.1615/critrevbiomedeng.2017025035","title":"Deep Learning in Gastrointestinal Endoscopy","year":2016,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","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":"McMaster University","funders":"","keywords":"Endoscopy; Medicine; Medical physics; Computer science; Artificial intelligence; Radiology","score_opus":0.020194544691606493,"score_gpt":0.3079313519461682,"score_spread":0.28773680725456174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778759966","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":[0.10323524,0.013385792,0.8727424,0.007039212,0.00062146655,0.00075107405,0.0000014430799,0.00043458416,0.0017887893],"genre_scores_gemma":[0.9803884,0.00061387056,0.018536339,0.00010365576,0.0002159441,0.00007486786,0.0000017288761,0.000018987761,0.000046202094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986804,0.00005929738,0.00042304114,0.00024831397,0.0002035373,0.00038540256],"domain_scores_gemma":[0.99887985,0.0007094555,0.00001718835,0.00011496563,0.000021652313,0.00025687972],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00068744057,0.00013246629,0.00037042378,0.00022807508,0.000013751791,0.000007106158,0.000060136772,0.0000676413,0.00017137881],"category_scores_gemma":[0.016895674,0.00009022321,0.000073742165,0.0004362451,0.00009692858,0.000057508772,0.000035939807,0.00039687892,0.00005834382],"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":[0.0009888143,0.00027504042,0.017639851,0.0014840756,0.000006999059,0.00081323955,0.00009105446,0.00005514139,0.12001711,0.0013981521,0.00013046397,0.85710007],"study_design_scores_gemma":[0.017339686,0.01593092,0.2257378,0.14166862,0.00015317212,0.008514456,0.00017714243,0.21566544,0.00575346,0.00091956876,0.36580083,0.0023388935],"about_ca_topic_score_codex":0.000009974773,"about_ca_topic_score_gemma":0.0000050426693,"teacher_disagreement_score":0.87715316,"about_ca_system_score_codex":0.0001949305,"about_ca_system_score_gemma":0.000029562203,"threshold_uncertainty_score":0.9913854},"labels":[],"label_agreement":null},{"id":"W2789748966","doi":"10.1615/critrevbiomedeng.2018025975","title":"Considerations for Gradient Echo Echo Planar Imaging of Skeletal Muscle","year":2018,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","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":"McMaster University","funders":"","keywords":"Blood flow; Magnetic resonance imaging; Myoglobin; Medicine; Skeletal muscle; Echo (communications protocol); Blood volume; SIGNAL (programming language); Blood-oxygen-level dependent; Gradient echo; Cardiology; Biomedical engineering; Internal medicine; Computer science; Radiology; Chemistry","score_opus":0.07057491953672013,"score_gpt":0.4143114693432149,"score_spread":0.34373654980649476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789748966","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":[1.6754665e-7,0.7606109,0.23697935,0.0002510122,0.00014886296,0.0017153651,0.000103442464,0.0000760536,0.00011487838],"genre_scores_gemma":[0.000024470628,0.8107178,0.18746543,0.000095902695,0.00032423864,0.0011646275,0.00013883789,0.00005636749,0.00001233815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973482,0.00003538756,0.0014772272,0.00047929576,0.00021201553,0.00044785894],"domain_scores_gemma":[0.99759233,0.0013379441,0.00013611831,0.00050171633,0.00009909472,0.00033280152],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006069728,0.0003731923,0.0020731539,0.00032834805,0.000047270783,0.0000119582755,0.00015894487,0.00026448522,0.00007380957],"category_scores_gemma":[0.006219502,0.00029813495,0.0005954432,0.00044197048,0.00032425852,0.000048967093,0.00005591151,0.0005039548,0.0000181424],"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":[0.0000013678017,0.0002679272,3.2352196e-7,0.05200652,0.000020158368,0.000030443414,0.000023509672,6.681673e-7,0.00004545008,0.024024753,0.004194604,0.9193843],"study_design_scores_gemma":[0.00016824571,0.00008270475,8.113569e-7,0.035076875,0.00036810862,0.00010295542,0.0000039478896,0.00085445325,0.0000065997265,0.001299161,0.9617962,0.00023992831],"about_ca_topic_score_codex":0.0000018824257,"about_ca_topic_score_gemma":4.1773228e-7,"teacher_disagreement_score":0.9576016,"about_ca_system_score_codex":0.00016687003,"about_ca_system_score_gemma":0.00014787781,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W2795638832","doi":"10.1615/critrevbiomedeng.2018025987","title":"Communicating Gastrointestinal Symptoms: The Patient’s Challenge","year":2018,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","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":"McMaster University; Population Health Research Institute","funders":"","keywords":"Pharmacy; Medicine; Health care; Pictogram; Family medicine; Health professionals; Perception; Psychology","score_opus":0.17758461778797213,"score_gpt":0.4370173119815866,"score_spread":0.2594326941936145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795638832","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":[0.07308864,0.41730464,0.050532218,0.34222937,0.016725656,0.022770219,0.00018498256,0.0034305733,0.07373372],"genre_scores_gemma":[0.97688586,0.0013760526,0.017070547,0.002888186,0.00060212816,0.0010843582,0.000020531179,0.000052307005,0.00002004328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956183,0.0012009735,0.0015459795,0.00031891261,0.00039064125,0.0009252366],"domain_scores_gemma":[0.99255913,0.0051874253,0.00016101949,0.0014709972,0.00023606667,0.00038536612],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012346947,0.00024105834,0.00046938402,0.00013343891,0.0006365617,0.000012471027,0.0010547236,0.00016101434,0.00038507022],"category_scores_gemma":[0.022123415,0.00017032986,0.00009085325,0.00059197785,0.00069684157,0.00011405676,0.00077896327,0.0019865255,0.0005850465],"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":[0.0001766819,0.0019395152,0.025842236,0.017482584,0.00007379543,0.0000962191,0.07669519,0.000021328067,0.002292566,0.36122507,0.03008014,0.48407468],"study_design_scores_gemma":[0.00064432016,0.00060227583,0.0023315572,0.016360456,0.000021422651,0.000036537513,0.0029217927,0.022391636,0.000007597605,0.0009798841,0.9532596,0.0004429486],"about_ca_topic_score_codex":0.00007403617,"about_ca_topic_score_gemma":0.00002978985,"teacher_disagreement_score":0.92317945,"about_ca_system_score_codex":0.0002805688,"about_ca_system_score_gemma":0.00014062074,"threshold_uncertainty_score":0.98611367},"labels":[],"label_agreement":null},{"id":"W2799876533","doi":"10.1615/critrevbiomedeng.v45.i1-6.170","title":"Review: Most Recent Advancements in Digital Signal Processing of the Phonocardiogram","year":2017,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","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":"Montreal Clinical Research Institute","funders":"","keywords":"Phonocardiogram; Auscultation; Heart sounds; Computer science; Signal processing; Speech recognition; Bioacoustics; Digital signal processing; Instrumentation (computer programming); Spectral analysis; Engineering; Medicine; Artificial intelligence; Telecommunications; Cardiology; Computer hardware","score_opus":0.06855392910160961,"score_gpt":0.4094689660394233,"score_spread":0.34091503693781366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799876533","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":[1.5361492e-7,0.9949909,0.0021321916,0.00015129894,0.00019450994,0.0020638418,0.000041527695,0.000042839085,0.00038275725],"genre_scores_gemma":[0.000036739046,0.9979269,0.0009982488,0.00017684029,0.00012808332,0.00058175076,0.000092663686,0.00004616867,0.00001259955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645364,0.00009570469,0.001992525,0.00048352612,0.00050314097,0.00047143063],"domain_scores_gemma":[0.99840426,0.00023878478,0.0003300941,0.00066602725,0.00012861333,0.00023223831],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012224014,0.00047851738,0.0035476899,0.00043159796,0.000041122774,0.00003500796,0.00054288504,0.0003298976,0.000028308883],"category_scores_gemma":[0.007042934,0.00030026239,0.0009289428,0.0019148712,0.0003724406,0.00017725825,0.00018559925,0.001087342,0.000008116634],"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":[0.0000018751489,0.00010972323,0.000007227896,0.14117432,0.000023878461,0.000021764332,0.000004700269,1.3084475e-7,0.0000013485021,0.000019759855,0.00058138947,0.85805386],"study_design_scores_gemma":[0.0001317723,0.00003161852,0.000007988098,0.36349183,0.00024438044,0.000038177015,0.0000010224738,0.000029547262,0.0000016376722,0.00001964093,0.6358356,0.0001668138],"about_ca_topic_score_codex":0.0000018197678,"about_ca_topic_score_gemma":1.7752188e-7,"teacher_disagreement_score":0.8578871,"about_ca_system_score_codex":0.0001753653,"about_ca_system_score_gemma":0.00029995534,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W2885357037","doi":"10.1615/critrevbiomedeng.2018027414","title":"Review of Endometriosis Diagnosis through Advances in Biomedical Engineering","year":2018,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Biomedical and Engineering Education","field":"Engineering","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":"Endometriosis; Medical physics; Medicine; Engineering; Computer science; Pathology","score_opus":0.03905220837486987,"score_gpt":0.357707542171119,"score_spread":0.3186553337962491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885357037","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":[0.0000013491054,0.9843355,0.0104082255,0.00011823684,0.0033944105,0.0011887164,0.000101159356,0.0003227667,0.00012964883],"genre_scores_gemma":[0.000014146556,0.98757285,0.009320221,0.00009478684,0.0007627103,0.0017746089,0.00023585482,0.00022045556,0.000004358302],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99246514,0.00014799055,0.0041545266,0.00093183806,0.0008700599,0.0014304507],"domain_scores_gemma":[0.9948385,0.0033209068,0.00018407177,0.0008763449,0.00007723862,0.00070296734],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002061529,0.0012531867,0.005284488,0.0017050075,0.000024243638,0.00003079227,0.0011123518,0.0011624371,0.00045828175],"category_scores_gemma":[0.014909368,0.0010771389,0.00090879464,0.0062290546,0.00041524347,0.00041445,0.00021986598,0.0019153832,0.00018530161],"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":[6.053244e-7,0.0001714844,9.3717125e-7,0.5377145,0.00003835506,0.000027791022,0.000024933259,0.000011482369,0.0000032404023,0.00028743237,0.0033046328,0.4584146],"study_design_scores_gemma":[0.0001467428,0.000056675115,0.0000011904333,0.3594322,0.00016744003,0.000026802269,0.0000022541726,0.000979339,0.0000036392569,0.00002027708,0.6385459,0.00061755284],"about_ca_topic_score_codex":0.000007252862,"about_ca_topic_score_gemma":0.0000012865146,"teacher_disagreement_score":0.63524127,"about_ca_system_score_codex":0.0006679257,"about_ca_system_score_gemma":0.0001531638,"threshold_uncertainty_score":0.99916786},"labels":[],"label_agreement":null},{"id":"W2898430870","doi":"10.1615/critrevbiomedeng.2018027003","title":"A Review of Recent Advances in Endovascular Therapy for Intracranial Aneurysms","year":2018,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","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":"McMaster University","funders":"","keywords":"Medicine; Modality (human–computer interaction); Clinical Practice; Medical physics; Intensive care medicine; Neuroscience; Computer science; Psychology; Artificial intelligence; Physical therapy","score_opus":0.052631417861848794,"score_gpt":0.37734514888112475,"score_spread":0.324713731019276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898430870","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":[5.8728097e-7,0.99299836,0.0015647571,0.00061096216,0.00039751935,0.0042088106,0.000042130636,0.000036298556,0.00014057165],"genre_scores_gemma":[0.0000010223516,0.9888262,0.007799635,0.0003982747,0.0005099363,0.0021661224,0.000227725,0.00006486545,0.000006177672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961582,0.00014637841,0.0021885822,0.00061685994,0.0003349994,0.0005549886],"domain_scores_gemma":[0.9978282,0.0008436715,0.00017562068,0.00075199077,0.00013837972,0.00026213302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011703818,0.00054088136,0.0038220824,0.00038151245,0.000025151492,0.000008629539,0.0004216075,0.0003469276,0.00029630554],"category_scores_gemma":[0.0072036567,0.0003815248,0.0009073855,0.0011978985,0.00024088986,0.000068159345,0.00006841067,0.0005661142,0.00003551407],"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":[0.000013939078,0.0003821487,4.6271916e-7,0.24294451,0.000024374154,0.00004675336,0.000004887309,3.144182e-8,0.0000027907397,0.0007113244,0.0002619912,0.7556068],"study_design_scores_gemma":[0.00051771454,0.00032724132,0.0000013910773,0.23416646,0.00035604349,0.0002184785,6.2596143e-7,0.00007157929,0.0000010873874,0.0000878193,0.7640268,0.00022476086],"about_ca_topic_score_codex":0.0000016038673,"about_ca_topic_score_gemma":8.5848586e-7,"teacher_disagreement_score":0.7637648,"about_ca_system_score_codex":0.00018315573,"about_ca_system_score_gemma":0.0002102812,"threshold_uncertainty_score":0.9998637},"labels":[],"label_agreement":null},{"id":"W2909343422","doi":"10.1615/critrevbiomedeng.2019026452","title":"Rationale and Options for Choosing an Optimal Closure Technique for Primary Midsagittal Osteochondrotomy of the Sternum. Part 1: A Theoretical and Critical Review of Functional Anatomy, Biomechanics, and Fracture Healing","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Trauma Management and Diagnosis","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":"Hamilton Health Sciences","funders":"","keywords":"Sternum; Pectoral girdle; Thorax (insect anatomy); Anatomy; Mediastinum; Medicine; Thoracic wall; Biomechanics; Thoracic cavity; Surgery","score_opus":0.04998581070759538,"score_gpt":0.36507224688788525,"score_spread":0.31508643618028986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909343422","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":[0.000007511073,0.915585,0.0756966,0.0019528663,0.00020526539,0.0062868423,0.00023955274,0.00001684389,0.000009545506],"genre_scores_gemma":[0.00011292829,0.9712272,0.025745602,0.00048177157,0.00021582165,0.0018815626,0.00028075962,0.00004979739,0.000004515643],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973414,0.00013109138,0.0013057017,0.000544157,0.00034118377,0.00033646994],"domain_scores_gemma":[0.99663347,0.0024757085,0.00013958212,0.0003333452,0.00014448547,0.00027343532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015874511,0.0003896522,0.0021633904,0.00024997894,0.000055242534,0.00002632945,0.00014138968,0.00041321723,0.000043282533],"category_scores_gemma":[0.0054340437,0.00026562644,0.0003940567,0.0003308071,0.00062754867,0.00012346842,0.00015218387,0.00048790727,3.156398e-7],"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":[0.000040087347,0.0002525561,0.0000068108193,0.7823113,0.000079468235,0.0000037451312,0.000012918141,4.145284e-7,0.00006682051,0.056720093,0.00059003936,0.15991575],"study_design_scores_gemma":[0.0006513141,0.00037052052,0.000022981865,0.2506358,0.0016581453,0.00012750445,0.000008303679,0.0007048767,0.000018637242,0.00044711525,0.7450588,0.00029600714],"about_ca_topic_score_codex":6.377027e-7,"about_ca_topic_score_gemma":1.1376459e-7,"teacher_disagreement_score":0.74446875,"about_ca_system_score_codex":0.000059762697,"about_ca_system_score_gemma":0.00014578586,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W2917307105","doi":"10.1615/critrevbiomedeng.2019026453","title":"Rationale and Options for Choosing an Optimal Closure Technique for Primary Midsagittal Osteochondrotomy of the Sternum, Part 2: A Theoretical and Critical Review of Techniques and Fixation Devices","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Reconstructive Surgery and Microvascular Techniques","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":"Hamilton Health Sciences","funders":"","keywords":"Sternum; Fixation (population genetics); Medicine; Orthodontics; Surgery; Anatomy; Computer science","score_opus":0.034565227468391545,"score_gpt":0.35782251416302274,"score_spread":0.3232572866946312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917307105","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":[0.000027782507,0.9569053,0.034480356,0.00030884967,0.00008809088,0.007955738,0.00018529984,0.000027672088,0.000020904294],"genre_scores_gemma":[0.00003967828,0.9149197,0.082155555,0.00009803018,0.00011274065,0.0025032747,0.00012813463,0.00003985385,0.0000030560868],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750704,0.00019472325,0.0013453257,0.0004744032,0.00021550235,0.00026302983],"domain_scores_gemma":[0.9970839,0.00204433,0.00017446709,0.00033411378,0.00019214705,0.0001710191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021069823,0.00035212678,0.0022969942,0.00021140004,0.000042761945,0.00001860866,0.00013150988,0.00042817538,0.000014745585],"category_scores_gemma":[0.0054164478,0.00023669124,0.00043610125,0.00024739048,0.0010912351,0.00014420936,0.00011669486,0.00042539378,1.0159681e-7],"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":[0.000017585886,0.00008461539,0.000010001478,0.5172585,0.000039242677,0.0000020759135,0.000008201908,7.8863875e-9,0.00037149093,0.015147351,0.00004952877,0.46701136],"study_design_scores_gemma":[0.00022603078,0.0003079586,0.000012350508,0.35198045,0.0010599522,0.0006608288,0.000004677024,0.00004164587,0.00057255395,0.00033387405,0.64454454,0.0002551606],"about_ca_topic_score_codex":4.6056266e-7,"about_ca_topic_score_gemma":8.816234e-8,"teacher_disagreement_score":0.644495,"about_ca_system_score_codex":0.00005139521,"about_ca_system_score_gemma":0.00016413051,"threshold_uncertainty_score":0.9651988},"labels":[],"label_agreement":null},{"id":"W2917607729","doi":"10.1615/critrevbiomedeng.2019026454","title":"Rationale and Options for Choosing an Optimal Closure Technique for Primary Midsagittal Osteochondrotomy of the Sternum. Part 3: Technical Decision Making Based on the Practice of Patient- Appropriate Medicine","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Pleural and Pulmonary Diseases","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":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Sternum; Perioperative; Population; Intensive care medicine; Physical therapy; Surgery","score_opus":0.050098799706782264,"score_gpt":0.3764273165508915,"score_spread":0.32632851684410924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917607729","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":[0.000025932355,0.9345312,0.05197157,0.0010819278,0.00030432528,0.011679346,0.00032226095,0.000023671366,0.000059734262],"genre_scores_gemma":[0.0008716997,0.8899743,0.10067196,0.00083540985,0.00057608954,0.0064483895,0.00049776357,0.000114628274,0.000009773061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706864,0.0002269723,0.0014461224,0.00043148178,0.000538436,0.00028832976],"domain_scores_gemma":[0.990561,0.008271356,0.0003079351,0.000531379,0.00016118096,0.00016715105],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015953333,0.00036008607,0.0016965104,0.00019686132,0.000060240927,0.000011554875,0.00029035853,0.00033895232,0.000023617331],"category_scores_gemma":[0.018457131,0.00018021015,0.00047670916,0.00043936342,0.0003669081,0.000095208874,0.00010667341,0.0005774738,6.5860695e-7],"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":[0.0005384529,0.00093874277,0.0000077479235,0.15837468,0.0000664698,0.000013918818,0.00002968214,0.000047742575,0.00045517556,0.003707646,0.000618777,0.83520097],"study_design_scores_gemma":[0.0005472963,0.0008198419,0.00001809108,0.13619716,0.001101075,0.000116272604,0.000013119868,0.0022468483,0.000014057013,0.00011660163,0.8585928,0.00021680497],"about_ca_topic_score_codex":4.2622892e-7,"about_ca_topic_score_gemma":7.476024e-8,"teacher_disagreement_score":0.85797405,"about_ca_system_score_codex":0.000096210046,"about_ca_system_score_gemma":0.00022331247,"threshold_uncertainty_score":0.9898108},"labels":[],"label_agreement":null},{"id":"W2966961581","doi":"10.1615/critrevbiomedeng.2019030211","title":"Scoping Review of the Potential Health Effects of Exposure to Extremely Low-Frequency Electric and Magnetic Fields","year":2019,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","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":"Institute of Population and Public Health; University of Ottawa; Queen's University","funders":"","keywords":"Extremely low frequency; Bioelectromagnetics; Magnetic field; Physics","score_opus":0.004321904453810126,"score_gpt":0.2600015187442739,"score_spread":0.25567961429046376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966961581","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":[0.33836243,0.6553447,0.0027322005,0.0014713416,0.00028903136,0.0017471501,0.0000018996219,0.000006437885,0.000044808363],"genre_scores_gemma":[0.9180217,0.07898623,0.0012957393,0.0015612239,0.00005905928,0.000053061565,0.00000366627,0.000009164234,0.000010204287],"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986612,0.00013112658,0.0005133369,0.0002527182,0.00015411092,0.00028748423],"domain_scores_gemma":[0.9993833,0.00014472123,0.000051763906,0.0002591326,0.000030871506,0.00013025702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050452026,0.00013747133,0.0004754197,0.00004104556,0.00001234201,0.0000035136786,0.0001958096,0.00014825567,0.00002616224],"category_scores_gemma":[0.0031399713,0.00008891068,0.0001041258,0.00029867375,0.000058950325,0.0000023818493,0.0001139267,0.00018017185,0.0000016518253],"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":[0.0000074864492,0.000067384186,0.000106550906,0.06699408,0.0000040717473,0.0000024838519,0.000005822026,0.0000033407703,0.9039414,0.00030926318,0.00012507792,0.028433071],"study_design_scores_gemma":[0.0026432264,0.041365243,0.019691713,0.79680365,0.00014207064,0.00013596192,0.000007651434,0.0009879749,0.13382916,0.00046193285,0.0024841847,0.0014472414],"about_ca_topic_score_codex":0.000005679654,"about_ca_topic_score_gemma":0.0000012097314,"teacher_disagreement_score":0.7701122,"about_ca_system_score_codex":0.0000087864155,"about_ca_system_score_gemma":0.000058876944,"threshold_uncertainty_score":0.3759066},"labels":[],"label_agreement":null},{"id":"W3003994860","doi":"10.1615/critrevbiomedeng.2020030321","title":"Sources of Variability and Improvements in the Measure of GABA using MEGA-PRESS at 3T","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","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":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Neuroscience; Affect (linguistics); gamma-Aminobutyric acid; Biology; Psychology; Biochemistry; Communication","score_opus":0.12859530699951946,"score_gpt":0.36854289642644517,"score_spread":0.2399475894269257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003994860","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":[0.0026676927,0.9962355,0.000020577772,0.000056712775,0.000096394004,0.00080780796,0.00005332493,0.0000048924626,0.000057109166],"genre_scores_gemma":[0.0051239664,0.9945914,0.00012595429,0.000009571185,0.00008172366,0.00004426668,0.000015860844,0.0000025143177,0.0000047149215],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716216,0.0005690373,0.0010198182,0.000356009,0.00050350564,0.00038947552],"domain_scores_gemma":[0.99663377,0.0029478157,0.000110335015,0.00014707605,0.000039401046,0.00012157652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004128765,0.000248509,0.0015318845,0.000048281385,0.000026386484,0.00001625691,0.0005189789,0.00030639354,0.00005981083],"category_scores_gemma":[0.0039884327,0.00007703507,0.0002525272,0.0006393692,0.00025361785,0.00004503347,0.0002849477,0.0004940661,0.0000018054718],"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":[0.0000030860597,0.00015522407,0.00003949467,0.03985868,0.000014104824,0.000007183267,0.00003783036,7.5884327e-7,0.0013633459,0.00060969417,0.000013555805,0.95789707],"study_design_scores_gemma":[0.00017498356,0.00016140616,0.00045130472,0.031927865,0.0001879355,0.000032408672,0.000031922034,0.00082827924,0.0000148376985,0.00007923836,0.9657546,0.00035518792],"about_ca_topic_score_codex":0.00007947677,"about_ca_topic_score_gemma":0.0000083050545,"teacher_disagreement_score":0.9657411,"about_ca_system_score_codex":0.000066422974,"about_ca_system_score_gemma":0.000024116527,"threshold_uncertainty_score":0.47748145},"labels":[],"label_agreement":null},{"id":"W3005565828","doi":"10.1615/critrevbiomedeng.2020030827","title":"Diagnostic and Research Techniques in Carpal Tunnel Syndrome","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Peripheral Nerve Disorders","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":"McMaster University","funders":"","keywords":"Carpal tunnel syndrome; Medicine; Carpal tunnel; Entrapment Neuropathy; Median nerve; Nerve conduction; Nerve conduction study; Wrist; Surgery","score_opus":0.12360079405137474,"score_gpt":0.4611366996658073,"score_spread":0.33753590561443253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005565828","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":[0.00004823798,0.9964903,0.000120338096,0.00035027697,0.0002870993,0.002433017,0.000014076663,0.00007144776,0.00018521701],"genre_scores_gemma":[0.00018743298,0.9966497,0.0016792323,0.000084909974,0.00017405019,0.0010112684,0.0000663774,0.00010100683,0.000046063866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564934,0.0003555217,0.001496913,0.00080931716,0.000674541,0.0010143749],"domain_scores_gemma":[0.9943889,0.0043452037,0.000046662833,0.000594262,0.00005878544,0.00056620064],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028829982,0.00054211006,0.0037320617,0.0012387007,0.000022282522,0.00003570052,0.00032962885,0.00083666143,0.00011427984],"category_scores_gemma":[0.035209212,0.000425601,0.00033607896,0.0017583574,0.00047261416,0.000081930215,0.0002976493,0.0028492622,0.0001264027],"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":[0.0000027515503,0.00017125015,0.000024469438,0.16260472,0.000017131015,0.0014092885,0.000020871033,8.180724e-8,0.0000047940725,0.0005714004,0.00039963596,0.8347736],"study_design_scores_gemma":[0.00021064788,0.00018237664,0.00010774464,0.17284682,0.00011929781,0.0005656364,0.0000060617235,0.000079226826,1.9084798e-7,0.000035756315,0.8255274,0.00031883304],"about_ca_topic_score_codex":0.000033246662,"about_ca_topic_score_gemma":0.0000033963308,"teacher_disagreement_score":0.8344548,"about_ca_system_score_codex":0.00047487463,"about_ca_system_score_gemma":0.00026040198,"threshold_uncertainty_score":0.9998196},"labels":[],"label_agreement":null},{"id":"W3012220949","doi":"10.1615/critrevbiomedeng.2020031124","title":"Impact of Inter- and Intramuscular Fat on Muscle Architecture and Capacity","year":2019,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Nutrition and Health in Aging","field":"Medicine","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":"University of Waterloo","funders":"","keywords":"Muscle architecture; Intramuscular fat; Magnetic resonance imaging; Muscle disease; Infiltration (HVAC); Skeletal muscle; Ultrasound; Medicine; Physical medicine and rehabilitation; Disease; Physical therapy; Biomedical engineering; Anatomy; Pathology; Radiology; Materials science; Biology; Animal science","score_opus":0.09872367455738144,"score_gpt":0.4284268862178732,"score_spread":0.32970321166049177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012220949","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":[0.00020104628,0.99679595,0.0015254312,0.00021804396,0.000201178,0.00094926957,0.00002963629,0.000025354526,0.000054082317],"genre_scores_gemma":[0.0006209988,0.99621344,0.002711993,0.00012260582,0.00020503529,0.000054600998,0.000027328757,0.000039631977,0.0000043790797],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978727,0.000114028364,0.0009892063,0.00041335993,0.00021639297,0.00039432157],"domain_scores_gemma":[0.998338,0.0007054278,0.00007574165,0.00031266885,0.000027386599,0.00054081023],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006340848,0.0003821248,0.0027213453,0.0004719506,0.000015686357,0.00001313662,0.00009459058,0.00039859267,0.00007314499],"category_scores_gemma":[0.0029425113,0.00025560235,0.0003884085,0.000348401,0.00025479766,0.000025525482,0.00007749671,0.0013051815,0.000011532521],"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":[0.0000044732274,0.000090629896,0.000007197616,0.17489114,0.000025401394,0.00002373566,0.000025566302,1.4468858e-7,0.000011895697,0.00049265154,0.00008150852,0.82434565],"study_design_scores_gemma":[0.00038322213,0.00037857023,0.00012073446,0.15352029,0.0002328343,0.00015768436,0.0000017728277,0.00017382306,3.7448174e-7,0.000047982096,0.8447747,0.00020798904],"about_ca_topic_score_codex":0.000008127635,"about_ca_topic_score_gemma":2.5599394e-7,"teacher_disagreement_score":0.84469324,"about_ca_system_score_codex":0.00015875035,"about_ca_system_score_gemma":0.00006855034,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W3099506423","doi":"10.1615/critrevbiomedeng.2020034991","title":"A Review of MRI and Exercise Treatment for Improved Concussion Diagnosis and Recovery","year":2020,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","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":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Concussion; Medicine; Physical therapy; Physical medicine and rehabilitation; Traumatic brain injury; Injury prevention; Poison control; Medical emergency; Psychiatry","score_opus":0.11644698040087913,"score_gpt":0.4313042944588974,"score_spread":0.31485731405801826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099506423","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":[3.051806e-7,0.99122345,0.0010446573,0.0018907071,0.0001279724,0.0055421614,0.00012877464,0.000027802635,0.000014178019],"genre_scores_gemma":[3.9704892e-7,0.9844747,0.011750663,0.00021455286,0.00013774796,0.0032447078,0.00009958796,0.00006462336,0.000013027688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969575,0.00011532034,0.001680488,0.0005995316,0.00021944095,0.0004277096],"domain_scores_gemma":[0.9957773,0.0029460173,0.00012548528,0.0003716553,0.00005624571,0.0007233166],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010760328,0.0004872642,0.0050752168,0.00025173035,0.000020052885,0.000014963121,0.00013149381,0.00035873646,0.000069901565],"category_scores_gemma":[0.0143548865,0.00031308143,0.00050800387,0.00050891034,0.00026397067,0.00004671934,0.00012515922,0.00045408402,0.000005904985],"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":[0.00000994719,0.00006760537,2.246912e-7,0.4175504,0.00003293019,0.00001210163,0.0000063452894,1.2193107e-9,0.0000017097403,0.000056285837,0.00074385357,0.5815186],"study_design_scores_gemma":[0.0003540269,0.0004983502,6.973134e-7,0.41904303,0.0008031681,0.000048549668,0.0000012672145,0.00014994171,0.0000011350672,0.000011588343,0.578948,0.00014023455],"about_ca_topic_score_codex":0.0000031794814,"about_ca_topic_score_gemma":1.4102613e-7,"teacher_disagreement_score":0.58137834,"about_ca_system_score_codex":0.00019301567,"about_ca_system_score_gemma":0.00022287664,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null},{"id":"W3129829621","doi":"10.1615/critrevbiomedeng.2021035327","title":"Bone Bioelectricity and Bone-Cell Response to Electrical Stimulation: A Review","year":2021,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"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":"","keywords":"Stimulation; Bone cell; Neuroscience; Osseointegration; Cell type; Biomedical engineering; Bone healing; Materials science; Cell; Medicine; Biology; Cell biology; Implant; Anatomy; Surgery","score_opus":0.022219639925738534,"score_gpt":0.33942475189464766,"score_spread":0.3172051119689091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129829621","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":[0.00002351697,0.99271095,0.0052702506,0.0008168033,0.00014267101,0.0009694851,0.000025336098,0.000022416856,0.000018589164],"genre_scores_gemma":[0.000067506866,0.9959793,0.0014385427,0.0013899684,0.00025875893,0.0002281627,0.00052517233,0.000045919613,0.00006667076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642754,0.0006359454,0.0012039939,0.00086836657,0.00021061856,0.0006535396],"domain_scores_gemma":[0.99831235,0.0006309881,0.00009825238,0.00044002626,0.00006158136,0.00045681073],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019031027,0.0005180657,0.0021339476,0.00029830003,0.000053057967,0.000026599455,0.00021413178,0.0008237358,0.00003581131],"category_scores_gemma":[0.013736718,0.0004483844,0.00033621903,0.0011481781,0.00009193035,0.0000063218645,0.00018138716,0.0007070171,0.00003913265],"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":[0.00008206697,0.00023285717,0.0000041808307,0.04026055,0.000051010815,0.00023844965,0.000005307395,0.0000057301477,0.0035783844,0.00026078464,0.018534131,0.93674654],"study_design_scores_gemma":[0.00017272847,0.00031423368,0.0000070214764,0.023341507,0.00020993367,0.00027198682,1.461818e-7,0.00016594559,0.000022899592,0.000004953893,0.97502625,0.00046240515],"about_ca_topic_score_codex":0.000001154964,"about_ca_topic_score_gemma":6.166133e-7,"teacher_disagreement_score":0.9564921,"about_ca_system_score_codex":0.00010103642,"about_ca_system_score_gemma":0.00025978594,"threshold_uncertainty_score":0.9997968},"labels":[],"label_agreement":null},{"id":"W3197097593","doi":"10.1615/critrevbiomedeng.2021038975","title":"The Effect of Exercise on Neural Activation and Cognition: A Review of Task-Based fMRI Studies","year":2021,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","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; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Functional magnetic resonance imaging; Cognition; Physical medicine and rehabilitation; Neuroimaging; Psychology; Medicine; Neural correlates of consciousness; Motor imagery; Brain activity and meditation; Disease; Neuroscience; Physical therapy; Electroencephalography; Brain–computer interface","score_opus":0.07687089421785638,"score_gpt":0.38924226427357805,"score_spread":0.3123713700557217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197097593","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":[0.0000030942672,0.9968569,0.00012583849,0.0012994551,0.00041830918,0.0012347397,0.000022236716,0.00001966287,0.000019737763],"genre_scores_gemma":[0.00010755688,0.99874,0.000063824664,0.00030114994,0.000069632224,0.00067766727,0.000010277475,0.000026356276,0.00000354094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996662,0.0007867266,0.0011954523,0.0005280783,0.0005471925,0.00028054786],"domain_scores_gemma":[0.931615,0.06758707,0.00023287236,0.00037138385,0.00009012541,0.00010352815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019435124,0.00040790156,0.0029523235,0.0001752985,0.00007567081,0.000013324587,0.00022278981,0.0001398968,0.000009649317],"category_scores_gemma":[0.24530627,0.00023862014,0.00042656582,0.0010379212,0.0006627854,0.000055954737,0.00015875537,0.0005689817,0.000004040461],"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":[0.0000069172893,0.000037611997,1.4979236e-7,0.40017608,0.00001935744,0.000012576808,0.000004016969,8.9238785e-7,0.000037907812,0.00046745143,0.0006671227,0.5985699],"study_design_scores_gemma":[0.00012616023,0.00022922113,4.7166e-7,0.49253795,0.00031343766,0.000010311739,0.0000016328379,0.00010094345,0.00023897827,0.0000102209115,0.50627834,0.00015233933],"about_ca_topic_score_codex":3.807228e-7,"about_ca_topic_score_gemma":7.5265426e-8,"teacher_disagreement_score":0.5984176,"about_ca_system_score_codex":0.000078781915,"about_ca_system_score_gemma":0.000061644445,"threshold_uncertainty_score":0.9730647},"labels":[],"label_agreement":null},{"id":"W4221125473","doi":"10.1615/critrevbiomedeng.2022042563","title":"Advances in Mechanical Thrombectomy for Acute Ischemic Stroke Due to Large Vessel Occlusion","year":2021,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Acute Ischemic Stroke Management","field":"Medicine","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":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; Stroke (engine); Clinical trial; Ischemic stroke; Occlusion; Quality of life (healthcare); Cardiology; Ischemia; Internal medicine; Engineering","score_opus":0.026883722319847092,"score_gpt":0.38732699273088406,"score_spread":0.36044327041103696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221125473","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":[0.0000056695617,0.9292945,0.0656338,0.00060502905,0.00078911165,0.0030828577,0.0001363474,0.00008056029,0.00037210964],"genre_scores_gemma":[0.000012409,0.96842545,0.028386218,0.0004807155,0.0005381918,0.001511033,0.00041602747,0.00013019364,0.000099732926],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946534,0.00010775227,0.0021396545,0.0011896337,0.00066329725,0.0012462557],"domain_scores_gemma":[0.997091,0.0012083227,0.00011568868,0.0007630466,0.000075752585,0.0007462006],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015191851,0.0008199707,0.005463154,0.00068846304,0.000034282977,0.000031121406,0.0005312992,0.00074341294,0.00018496055],"category_scores_gemma":[0.009307396,0.0006693905,0.0009011161,0.0014180932,0.00007916663,0.00012410931,0.0007546196,0.0014238437,0.00007505833],"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":[0.000020815052,0.00051113346,0.0000015077497,0.09486083,0.00014307983,0.0014915431,0.00002540244,6.101285e-7,0.00024764473,0.0019889073,0.018993504,0.881715],"study_design_scores_gemma":[0.0007614712,0.00013446562,0.0000011260762,0.09281388,0.0009951466,0.0002488921,0.0000109447765,0.00045241037,0.000020738467,0.00000438973,0.9040497,0.00050684053],"about_ca_topic_score_codex":0.0000011638707,"about_ca_topic_score_gemma":0.0000014385356,"teacher_disagreement_score":0.8850562,"about_ca_system_score_codex":0.0006781903,"about_ca_system_score_gemma":0.00023167148,"threshold_uncertainty_score":0.99957573},"labels":[],"label_agreement":null},{"id":"W4371780235","doi":"10.1615/critrevbiomedeng.2023047273","title":"Cervical Vestibular-Evoked Myogenic Potentials in Individuals with Diabetes Mellitus: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Vestibular and auditory disorders","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":"","keywords":"Vestibular evoked myogenic potential; Diabetes mellitus; Medicine; Audiology; Meta-analysis; Cochrane Library; Systematic review; Vestibular system; Internal medicine; Physical medicine and rehabilitation; MEDLINE; Endocrinology; Biology","score_opus":0.07707379868688383,"score_gpt":0.3473020721139323,"score_spread":0.27022827342704847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4371780235","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":[7.605121e-7,0.99457395,0.0010363399,0.0004063572,0.000094379386,0.0036297364,0.00013492204,0.000115490286,0.000008054856],"genre_scores_gemma":[0.000024759955,0.99571675,0.00066123536,0.00056949764,0.00004824292,0.0027853001,0.000058405847,0.000114263385,0.00002154977],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9918248,0.0014785606,0.003251092,0.0014298583,0.0009626696,0.0010530053],"domain_scores_gemma":[0.9939573,0.0041089896,0.00036015033,0.00094080647,0.00003003995,0.0006027103],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036642305,0.0010330351,0.014512576,0.0013080552,0.000056687753,0.00013097658,0.0009170142,0.0004848442,0.00017598248],"category_scores_gemma":[0.02235028,0.0006516906,0.0014616702,0.006289765,0.00043356686,0.00016276274,0.00031071005,0.0011882399,0.00017680955],"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":[2.1691083e-7,0.000091464964,5.8208286e-7,0.9937703,0.004170914,0.00012834091,0.000009631744,0.000020374328,0.0000023145885,0.0002944364,0.00004093563,0.0014704883],"study_design_scores_gemma":[0.00016760775,0.00009115356,0.0000011408322,0.31908706,0.57838005,0.00004304277,0.0000032547998,0.00059864094,0.0000012496847,0.000083991705,0.10039357,0.0011492419],"about_ca_topic_score_codex":0.0000029043222,"about_ca_topic_score_gemma":0.0000030586482,"teacher_disagreement_score":0.6746832,"about_ca_system_score_codex":0.00011082685,"about_ca_system_score_gemma":0.00011881857,"threshold_uncertainty_score":0.99959344},"labels":[],"label_agreement":null},{"id":"W4381416209","doi":"10.1615/critrevbiomedeng.2023047683","title":"The Role of Calcium in Non-Invasively Imaging Breast Cancer: An Overview of Current and Modern Imaging Techniques","year":2023,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","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":"McMaster University Medical Centre; McMaster University; Hamilton Health Sciences; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Magnetic resonance imaging; Mammography; Breast cancer; Magnetic resonance spectroscopic imaging; Calcium; Radiology; Nuclear magnetic resonance; Cancer; Medicine; Physics; Internal medicine","score_opus":0.09233152869038741,"score_gpt":0.4649983723871952,"score_spread":0.3726668436968078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381416209","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":[0.0000018621381,0.98007745,0.018189024,0.00021582947,0.00005710719,0.0012806987,0.00009223034,0.00007106258,0.000014757898],"genre_scores_gemma":[0.00016605276,0.9938907,0.004633559,0.0000179209,0.000115443916,0.0010797733,0.00002901266,0.00006606854,0.0000014644567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973305,0.000061435894,0.0014951996,0.0004241562,0.0002726764,0.000416046],"domain_scores_gemma":[0.9985532,0.00050442596,0.0001794432,0.0004522547,0.00007739937,0.00023327838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087834906,0.000356038,0.0019702488,0.00034216658,0.000028508879,0.000011536796,0.0002886755,0.00013143332,0.0000042998163],"category_scores_gemma":[0.000662459,0.00024353192,0.00024286634,0.0008641447,0.00035423832,0.000078293015,0.0002016862,0.00075816974,0.0000010075046],"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":[0.0000016698978,0.00007543802,0.000020151077,0.032540966,0.0000044063145,0.000008389564,0.00001486644,3.9490166e-7,0.000106150255,0.0025512527,0.000015378655,0.96466094],"study_design_scores_gemma":[0.00011557102,0.000022006376,0.000049573988,0.1962307,0.00023559932,0.0000960956,0.000015581318,0.007409744,0.000038026494,0.0013933574,0.79411054,0.00028320364],"about_ca_topic_score_codex":0.00004218069,"about_ca_topic_score_gemma":0.0000030810734,"teacher_disagreement_score":0.96437776,"about_ca_system_score_codex":0.00016430016,"about_ca_system_score_gemma":0.00015549999,"threshold_uncertainty_score":0.9930943},"labels":[],"label_agreement":null},{"id":"W4386369107","doi":"10.1615/critrevbiomedeng.2023049282","title":"A Review on Implantable Neuroelectrodes","year":2023,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Neuroscience and Neural Engineering","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":"ASTER","funders":"","keywords":"Electrode; Neuromodulation; Materials science; Biomedical engineering; Biocompatibility; Neurostimulation; Electrode array; Coating; Nanotechnology; Stimulation; Neuroscience; Chemistry; Medicine; Metallurgy","score_opus":0.1636375890712512,"score_gpt":0.42264650423677474,"score_spread":0.25900891516552355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386369107","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":[4.0364208e-7,0.99631655,0.00011495739,0.00018480998,0.0013671927,0.0013423032,0.000039147475,0.0004264229,0.00020822755],"genre_scores_gemma":[0.0000015233065,0.99662083,0.000059827897,0.0020563933,0.0002847793,0.0006995933,0.000012983898,0.00016696149,0.000097128956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450606,0.00031856878,0.0017492413,0.0013828402,0.0006429983,0.001400315],"domain_scores_gemma":[0.9946961,0.003865518,0.00013031733,0.0007494756,0.000011042301,0.00054753694],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009937581,0.0008776107,0.0034103277,0.00077654945,0.00007776719,0.00007740726,0.0011601506,0.00029421883,0.000051233685],"category_scores_gemma":[0.031861257,0.000653255,0.0006830645,0.003844555,0.00018556035,0.00017061578,0.00026409893,0.0019574014,0.0016730851],"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":[0.0000014905963,0.000103909944,8.207976e-9,0.27950278,0.0000035321912,0.00067945797,0.0000026424923,0.0000032194155,0.0005837948,0.004285099,0.0069774194,0.70785666],"study_design_scores_gemma":[0.00004616855,0.00008830311,2.8292048e-8,0.2230348,0.00007597897,0.00028413243,1.02787276e-7,0.00032702248,0.0000475966,0.000021018253,0.77562773,0.00044711895],"about_ca_topic_score_codex":0.0000012865646,"about_ca_topic_score_gemma":1.566363e-7,"teacher_disagreement_score":0.7686503,"about_ca_system_score_codex":0.00016912597,"about_ca_system_score_gemma":0.00010975631,"threshold_uncertainty_score":0.9995919},"labels":[],"label_agreement":null},{"id":"W4407823567","doi":"10.1615/critrevbiomedeng.2025057015","title":"State of the Practice for Medical Imaging Software Based on Open Source Repositories","year":2025,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","topic":"Radiomics and Machine Learning in Medical Imaging","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":"St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Open source software; Open source; Software; Computer science; Medical imaging; State (computer science); Software engineering; Medical physics; Data science; Medicine; Operating system; Artificial intelligence; Programming language","score_opus":0.01759314291820541,"score_gpt":0.3950369578077944,"score_spread":0.377443814889589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407823567","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":[1.5657363e-7,0.85156846,0.13910261,0.005221127,0.0014346675,0.0023437506,0.000024576639,0.000057223475,0.0002474153],"genre_scores_gemma":[0.0000074804016,0.96840787,0.027685056,0.0023913004,0.00044915665,0.00067867636,0.00006621388,0.000103345956,0.00021090316],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99499565,0.0004361265,0.0021332756,0.0007211406,0.0010784433,0.00063537486],"domain_scores_gemma":[0.98439276,0.013526758,0.00034243532,0.0009917828,0.00016923169,0.0005770463],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044962238,0.00055627414,0.0032333722,0.00037343975,0.000096846,0.00008605488,0.0012962272,0.0003417,0.000040241805],"category_scores_gemma":[0.2528733,0.00034371257,0.000837556,0.0011084354,0.000478949,0.00009122232,0.0005795081,0.0022719058,0.0000045981906],"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":[0.000023326571,0.00026540965,0.000005220905,0.084970556,0.000041166495,0.000080459184,0.000014070792,0.00001798816,5.716403e-7,0.00041720812,0.0025564632,0.91160756],"study_design_scores_gemma":[0.00052013836,0.00006972897,0.0000017615553,0.20031455,0.0006108567,0.00010684015,0.0000032720266,0.01814396,9.071372e-7,0.00003059837,0.7799717,0.00022565444],"about_ca_topic_score_codex":0.000017427763,"about_ca_topic_score_gemma":3.4014013e-7,"teacher_disagreement_score":0.9113819,"about_ca_system_score_codex":0.00027276532,"about_ca_system_score_gemma":0.0015164247,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4408357506","doi":"10.1615/critrevbiomedeng.2024056909","title":"A Review on Accelerated Magnetic Resonance Imaging Techniques: Parallel Imaging, Compressed Sensing, and Machine Learning","year":2025,"lang":"en","type":"review","venue":"Critical Reviews in Biomedical Engineering","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":"St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Compressed sensing; Magnetic resonance imaging; Computer science; Artificial intelligence; Computer vision; Nuclear magnetic resonance; Biomedical engineering; Engineering; Physics; Medicine; Radiology","score_opus":0.04162969843180068,"score_gpt":0.38884242843762856,"score_spread":0.34721273000582786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408357506","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":[8.156991e-9,0.9234291,0.071872815,0.0011548531,0.0000647599,0.0026775491,0.000025116213,0.00040995693,0.00036584827],"genre_scores_gemma":[6.909783e-7,0.9346434,0.062102415,0.00198354,0.00011649796,0.0007353342,0.0001970269,0.000091985225,0.00012909736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962844,0.00018143778,0.0016392901,0.0009369933,0.00030426594,0.0006536154],"domain_scores_gemma":[0.99777055,0.0009154706,0.00015352867,0.0006718864,0.00008760235,0.0004009673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008375185,0.0007736603,0.003357536,0.0004982337,0.00008219802,0.000039818347,0.00027750712,0.00026406866,0.00007004095],"category_scores_gemma":[0.004865701,0.0006153493,0.00037756958,0.0012447229,0.00028337355,0.00006059384,0.00023694018,0.0021146333,0.000018514756],"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":[0.0000026208877,0.00006997933,0.000001028177,0.10138745,0.0000027114365,0.000113008005,0.0000019923746,2.3540854e-7,0.0000048632974,0.00044549556,0.002352984,0.8956176],"study_design_scores_gemma":[0.00013092668,0.000043259457,8.175343e-7,0.36143768,0.000277225,0.00019078188,5.470607e-7,0.0027539057,0.0000012142104,0.000026551083,0.63483113,0.0003059703],"about_ca_topic_score_codex":0.000008622391,"about_ca_topic_score_gemma":3.335816e-7,"teacher_disagreement_score":0.89531165,"about_ca_system_score_codex":0.0002143037,"about_ca_system_score_gemma":0.0001376399,"threshold_uncertainty_score":0.9996298},"labels":[],"label_agreement":null},{"id":"W4416431621","doi":"10.1615/critrevbiomedeng.2025059839","title":"Diffusion Tensor Imaging for Brain Injury Assessment: Methodological Foundations and Clinical Insights","year":2025,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Advanced Neuroimaging 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":"McMaster University; McMaster University Medical Centre; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Diffusion MRI; Neuroimaging; Interpretability; Traumatic brain injury; White matter; Functional neuroimaging","score_opus":0.20445534852867076,"score_gpt":0.5546723545852813,"score_spread":0.35021700605661055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416431621","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034434085,0.002210176,0.96741253,0.025373632,0.0001915436,0.0009653827,0.000006923298,0.00015752009,0.00023889537],"genre_scores_gemma":[0.12144726,0.0053975713,0.8658002,0.0061844285,0.00024147185,0.0007429076,0.000050876268,0.000033125605,0.0001021683],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982904,0.00010571866,0.0007705067,0.0004409074,0.00011996621,0.00027249067],"domain_scores_gemma":[0.9958171,0.003584475,0.00003576088,0.000282634,0.000058079633,0.00022193405],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011744248,0.00016520667,0.000585931,0.00021043894,0.00007834137,0.000022820881,0.00010672536,0.0001182553,0.000014683752],"category_scores_gemma":[0.016649563,0.00012882684,0.00013967256,0.0004294222,0.00030139837,0.00006583134,0.00012677789,0.00049849314,0.0000018410528],"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":[0.000049264072,0.0007786534,0.008238125,0.0016216412,0.0000217015,0.00002962434,0.000016877386,0.00000107183,0.013395084,0.35438284,0.0058114985,0.61565363],"study_design_scores_gemma":[0.00090259034,0.00016314798,0.030370584,0.0017200992,0.000109777015,0.000026342379,0.000010898569,0.07818616,0.000054102587,0.018095324,0.8701416,0.00021932679],"about_ca_topic_score_codex":0.000001150161,"about_ca_topic_score_gemma":1.8262163e-7,"teacher_disagreement_score":0.8643302,"about_ca_system_score_codex":0.00006340238,"about_ca_system_score_gemma":0.000049277933,"threshold_uncertainty_score":0.9916336},"labels":[],"label_agreement":null},{"id":"W7124463366","doi":"10.1615/critrevbiomedeng.2025060183","title":"Mechanical Testing and Computational Modeling of Scapula Fracture Implants: A Review","year":2025,"lang":"en","type":"article","venue":"Critical Reviews in Biomedical Engineering","topic":"Shoulder and Clavicle Injuries","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":"Western University; London Health Sciences Centre","funders":"","keywords":"Scapula; Fracture (geology); Biomechanics; Computational model; Materials testing","score_opus":0.030919123598685466,"score_gpt":0.40278839054110194,"score_spread":0.37186926694241645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124463366","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":[0.0121181505,0.47766858,0.48900402,0.018549588,0.00035906213,0.0013240909,0.00001706511,0.00015153193,0.0008079117],"genre_scores_gemma":[0.9295135,0.014541444,0.05069109,0.005066934,0.000088739784,0.000056877874,0.000017408815,0.000017761826,0.000006233161],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985758,0.000031714062,0.00072634924,0.00022198728,0.00022371157,0.00022042736],"domain_scores_gemma":[0.9988423,0.0007524181,0.000023616387,0.00013857128,0.00007910673,0.00016397543],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006239403,0.0001411813,0.0006892788,0.00013019376,0.000020273617,0.0000069062053,0.00007311676,0.000116182826,0.000036234513],"category_scores_gemma":[0.010669168,0.00011174449,0.00007455173,0.000500696,0.00009277511,0.000041517913,0.00006071183,0.00035513245,0.000002074745],"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":[0.00020478226,0.0017339695,0.003630073,0.29336336,0.0002946333,0.00047575744,0.00024281652,0.0033665611,0.013977407,0.087827764,0.008458716,0.5864242],"study_design_scores_gemma":[0.0009818918,0.00015122123,0.0011613192,0.098959155,0.00031232383,0.00024278725,0.000023705841,0.87455434,0.00014267887,0.00520779,0.017976683,0.00028613166],"about_ca_topic_score_codex":0.000006424122,"about_ca_topic_score_gemma":1.6809143e-7,"teacher_disagreement_score":0.91739535,"about_ca_system_score_codex":0.00003141247,"about_ca_system_score_gemma":0.00006649958,"threshold_uncertainty_score":0.9976644},"labels":[],"label_agreement":null}]}