{"meta":{"query_hash":"9939d3623c5c","filters":{"venue":"Neurology Education"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/9939d3623c5c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Neurology+Education"},"results":[{"id":"W4384283229","doi":"10.1212/ne9.0000000000200083","title":"Education Research: Qualitative Assessment of Virtual Teaching of the Neurological Examination to Students Reveals Importance of Technique, Process, and Documentation","year":2023,"lang":"en","type":"article","venue":"Neurology Education","topic":"COVID-19 and Mental Health","field":"Psychology","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":"McGill University Health Centre","funders":"","keywords":"Documentation; Process (computing); Medical education; Qualitative research; Psychology; Mathematics education; Computer science; Medicine; Sociology; Social science","score_opus":0.12599379693006102,"score_gpt":0.6058184853830897,"score_spread":0.47982468845302867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384283229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99391484,0.000028056911,0.00012215965,0.00277541,0.0005955157,0.0015064629,0.0000091588045,0.000018236,0.0010301286],"genre_scores_gemma":[0.9978092,0.000016373537,0.00021636061,0.00084479945,0.00004336417,0.00064057705,0.00002772089,0.000010954799,0.00039066342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962932,0.0022756117,0.00049792114,0.0003338777,0.0004186107,0.00018082123],"domain_scores_gemma":[0.99820614,0.00077952957,0.0004057928,0.00028881567,0.00026669714,0.00005302329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003508008,0.00008978819,0.00018133051,0.00036457367,0.0001054163,0.000005782279,0.00024584107,0.000105299376,0.000029122859],"category_scores_gemma":[0.00058761565,0.00007645501,0.0000261463,0.0006403618,0.00017201313,0.00009713975,0.000096533484,0.00032114136,0.000002843901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015515431,0.0013516179,0.90515894,0.00023432374,0.000013649126,2.7437048e-7,0.033196613,0.000008736181,0.0090585435,0.025741948,0.002089459,0.022990743],"study_design_scores_gemma":[0.00017939937,0.0013497721,0.9840718,0.000036103436,0.000011805593,0.0000035508908,0.009973976,0.000010853157,0.00036641085,0.0037533098,0.00019666391,0.0000463642],"about_ca_topic_score_codex":0.00035370278,"about_ca_topic_score_gemma":0.000039722247,"teacher_disagreement_score":0.078912854,"about_ca_system_score_codex":0.0000586767,"about_ca_system_score_gemma":0.0006212022,"threshold_uncertainty_score":0.3117745},"labels":[],"label_agreement":null},{"id":"W4388408786","doi":"10.1212/ne9.0000000000200096","title":"Education Research: Neuroradiology Curriculum and Competencies Among Canadian Adult Neurology Residency Programs","year":2023,"lang":"en","type":"article","venue":"Neurology Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Neuroradiology; Neurology; Curriculum; Medicine; Modalities; Medical education; Neuroimaging; Radiology; Medical physics; Psychology; Family medicine; Psychiatry; Pedagogy","score_opus":0.04538162289221758,"score_gpt":0.3760240725966368,"score_spread":0.3306424497044192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388408786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9181159,0.00018818246,8.2300534e-7,0.07539829,0.0024384116,0.0006733883,0.0000017808937,0.00014666784,0.0030365593],"genre_scores_gemma":[0.9871286,0.00053092546,0.00011331529,0.010167763,0.00064970076,0.00032111735,0.00026154367,0.000032782293,0.00079420925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751836,0.0005800521,0.00035227116,0.0006507317,0.00021332475,0.0006852632],"domain_scores_gemma":[0.99540967,0.002794394,0.000092029426,0.0004497096,0.0006196948,0.00063448714],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00062671513,0.00016751501,0.00029971218,0.0007425498,0.00026776132,0.000031979278,0.00015256323,0.00034999673,0.00005460835],"category_scores_gemma":[0.02733701,0.00016062615,0.0000648798,0.0008960052,0.00067108986,0.00007158222,0.00006285689,0.0009203888,0.00029107687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004804524,0.0003277576,0.9122076,0.000022862154,0.000010515151,0.000038771843,0.00021171269,0.0000011995407,0.000029553517,0.0043167807,0.048054356,0.034730818],"study_design_scores_gemma":[0.00030503792,0.0014875599,0.98048186,0.00008837518,0.00004200235,0.00050849613,0.0002589616,0.00029894267,0.0000040829527,0.002631486,0.013785103,0.00010810292],"about_ca_topic_score_codex":0.095761515,"about_ca_topic_score_gemma":0.055172894,"teacher_disagreement_score":0.069012746,"about_ca_system_score_codex":0.000034819805,"about_ca_system_score_gemma":0.0033473477,"threshold_uncertainty_score":0.9808561},"labels":[],"label_agreement":null},{"id":"W4389120490","doi":"10.1212/ne9.0000000000200103","title":"Game-Based Learning in Neuroscience","year":2023,"lang":"en","type":"review","venue":"Neurology Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Interactivity; Variety (cybernetics); Educational neuroscience; Cognitive science; Psychology; Neuroscience; Social neuroscience; Computer science; Multimedia; Education theory; Cognition; Higher education; Artificial intelligence","score_opus":0.11881184063513484,"score_gpt":0.44860837216137917,"score_spread":0.32979653152624433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389120490","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":[0.00025147706,0.98591125,0.00005630554,0.0013137895,0.00840488,0.000835447,0.0000056843414,0.00019394413,0.0030272158],"genre_scores_gemma":[0.00028766695,0.9857654,0.000036648005,0.0017719343,0.0005389594,0.0015129661,0.00042742855,0.000098210105,0.009560779],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997289,0.0007491352,0.00059111736,0.0008440687,0.0001518797,0.0003747924],"domain_scores_gemma":[0.99843305,0.00048480954,0.00044193532,0.0005027649,0.000058700578,0.0000787091],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004394981,0.00028051334,0.00058121857,0.0008275963,0.000059389175,0.00003243812,0.0004307678,0.00044157103,0.0001651277],"category_scores_gemma":[0.00029319787,0.0002848748,0.00015804003,0.0012240581,0.000106282954,0.000048547907,0.00003087906,0.0010169774,0.0018109732],"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":[0.000006201154,0.0003167818,0.0007582508,0.0010342133,0.0000049890054,0.0000048351358,0.00020139068,0.000020049789,2.2834614e-7,0.0035804603,0.0033537694,0.99071884],"study_design_scores_gemma":[0.00007225293,0.00009164783,0.010950499,0.00048432813,0.000056173438,0.000027733835,0.000028292347,0.000027289845,1.8485988e-8,0.00010707534,0.98796993,0.0001847785],"about_ca_topic_score_codex":0.00011151133,"about_ca_topic_score_gemma":0.000024031788,"teacher_disagreement_score":0.99053407,"about_ca_system_score_codex":0.00006771614,"about_ca_system_score_gemma":0.00142497,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W4390381884","doi":"10.1212/ne9.0000000000200111","title":"Education Research: Educating Child Neurology Residents About Psychogenic Nonepileptic Seizures","year":2023,"lang":"en","type":"article","venue":"Neurology Education","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychogenic disease; Curriculum; Neurology; Medicine; Quarter (Canadian coin); Psychiatry; Psychology; Medical diagnosis; Epilepsy; Family medicine; Medical education; Pediatrics; Pedagogy","score_opus":0.04159796661395011,"score_gpt":0.3961621634293022,"score_spread":0.3545641968153521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390381884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89742994,0.0007155661,0.0000040691534,0.055648804,0.00484501,0.0009983309,0.0000036197036,0.00020693168,0.040147707],"genre_scores_gemma":[0.9769038,0.00062920345,0.00013367893,0.01467172,0.001076278,0.0007094549,0.00030469653,0.00007930714,0.0054918374],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9972062,0.000454435,0.00046028238,0.00076970935,0.0004184408,0.000690909],"domain_scores_gemma":[0.9981264,0.00027313794,0.00017051691,0.00088271336,0.00028439483,0.00026283623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005416232,0.00025037423,0.0003162339,0.0009699452,0.00042684365,0.000042155112,0.00027004283,0.00027113743,0.0003364869],"category_scores_gemma":[0.00054930366,0.00024389458,0.00011381991,0.0012548884,0.00019222836,0.00012356814,0.00006828861,0.0007427662,0.0020854294],"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":[0.0009292254,0.0064180125,0.3724242,0.000364423,0.00021438304,0.000040359708,0.002361248,0.000009391672,0.0008780975,0.0033025562,0.44779262,0.16526549],"study_design_scores_gemma":[0.000957123,0.0009757477,0.9408357,0.00019328532,0.00006881167,0.0006309664,0.00035234768,0.00011711389,0.000039922288,0.006546448,0.049110092,0.00017242378],"about_ca_topic_score_codex":0.00039888467,"about_ca_topic_score_gemma":0.00005330516,"teacher_disagreement_score":0.5684115,"about_ca_system_score_codex":0.000045313605,"about_ca_system_score_gemma":0.0012352754,"threshold_uncertainty_score":0.99869156},"labels":[],"label_agreement":null},{"id":"W4390629311","doi":"10.1212/ne9.0000000000200112","title":"Education Research: EEG Education in Child Neurology and Neurodevelopmental Disabilities Residencies","year":2024,"lang":"en","type":"article","venue":"Neurology Education","topic":"Neurology and Historical 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":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Neurology; Electroencephalography; Psychology; Medical education; Special education; Medicine; Psychiatry; Pedagogy","score_opus":0.05327680251802653,"score_gpt":0.35673804410682475,"score_spread":0.3034612415887982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390629311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9076701,0.0028862958,0.000002194659,0.06268218,0.007067232,0.00053124863,0.0000032706828,0.00014387476,0.019013604],"genre_scores_gemma":[0.98213965,0.0011005941,0.000028939066,0.013054314,0.00041006407,0.0004205767,0.0000091943275,0.00003577278,0.002800925],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965778,0.0010915508,0.00040152532,0.0011415969,0.0002730357,0.00051446527],"domain_scores_gemma":[0.99783075,0.0015792738,0.000058455666,0.00032711617,0.000084707935,0.00011971594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046324148,0.00023892072,0.00023100717,0.0008262056,0.000571055,0.00009589064,0.0002875546,0.00022422482,0.00009388467],"category_scores_gemma":[0.0023056266,0.0002419301,0.00004153196,0.0008232402,0.0009803253,0.00040395078,0.00019090284,0.0012796937,0.00017180688],"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":[0.00082846807,0.0037232018,0.12230755,0.0005481126,0.000014386249,0.00006320887,0.00958378,0.000011590761,0.017598847,0.28742203,0.14652516,0.41137367],"study_design_scores_gemma":[0.00018093549,0.00077208364,0.47152907,0.000055274646,0.000017116417,0.001016818,0.0005586961,0.000082930186,0.0009855984,0.033772197,0.49067226,0.00035703563],"about_ca_topic_score_codex":0.00037653392,"about_ca_topic_score_gemma":0.00034009654,"teacher_disagreement_score":0.41101664,"about_ca_system_score_codex":0.000091700495,"about_ca_system_score_gemma":0.0018273559,"threshold_uncertainty_score":0.9865624},"labels":[],"label_agreement":null},{"id":"W4403147312","doi":"10.1212/ne9.0000000000200166","title":"Education Research: Feasibility, Reliability and Educational Value of Neuromuscular Ultrasound Training in a Canadian Neurology Residency Program","year":2024,"lang":"en","type":"article","venue":"Neurology Education","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":true,"ca_institutions":"Women and Children’s Health Research Institute","funders":"","keywords":"Neurology; Reliability (semiconductor); Medical education; Value (mathematics); Residency training; Psychology; Medicine; Medical physics; Physical therapy; Computer science; Neuroscience; Machine learning","score_opus":0.04871893165441208,"score_gpt":0.40560424409114326,"score_spread":0.35688531243673116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403147312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91787946,0.0016089733,0.0000010044615,0.07458053,0.0012117466,0.0014117092,0.0000055060545,0.000045087047,0.0032559766],"genre_scores_gemma":[0.9961891,0.00014920492,0.00049331994,0.0022045623,0.00022510604,0.00041693947,0.00010741466,0.000034619694,0.0001797207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971424,0.00080366526,0.00045637088,0.00079250184,0.00027561892,0.00052948674],"domain_scores_gemma":[0.9981121,0.0006723874,0.00005490269,0.00050009374,0.00033042824,0.00033012536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013509996,0.00017119273,0.0002728963,0.0009338747,0.00009511826,0.000035249184,0.0001480108,0.0002599484,0.00011014253],"category_scores_gemma":[0.0033451398,0.00018245005,0.00006861516,0.00096991035,0.00049598457,0.00017269184,0.000030261539,0.0009413655,0.000010844697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021566194,0.0014610154,0.92867017,0.00068832515,0.00001970204,0.00001353982,0.003484953,0.000025949872,0.002636078,0.016136922,0.0048993146,0.041748393],"study_design_scores_gemma":[0.00021646632,0.0009208284,0.96272343,0.00007047103,0.000027564432,0.00032403893,0.00027367004,0.00036957336,0.000019135592,0.024997452,0.009954695,0.00010268204],"about_ca_topic_score_codex":0.110950924,"about_ca_topic_score_gemma":0.07395133,"teacher_disagreement_score":0.07830964,"about_ca_system_score_codex":0.00017075705,"about_ca_system_score_gemma":0.019356418,"threshold_uncertainty_score":0.9862029},"labels":[],"label_agreement":null},{"id":"W4406690941","doi":"10.1212/ne9.0000000000200194","title":"Translating Education Research Into Teaching Practice","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","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":"Children's Hospital of Eastern Ontario","funders":"American Board of Psychiatry and Neurology; Novocure; Springworks Therapeutics; Jazz Pharmaceuticals","keywords":"Mathematics education; Pedagogy; Engineering ethics; Psychology; Medical education; Medicine; Engineering","score_opus":0.1563793257462733,"score_gpt":0.5534834819279608,"score_spread":0.3971041561816875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406690941","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":[0.05978402,0.0010138535,0.00014247267,0.6510382,0.0032902798,0.00030465913,9.1591346e-8,0.00008279409,0.28434357],"genre_scores_gemma":[0.9732937,0.000051490802,0.002455898,0.0156157045,0.00083987025,0.00017776017,0.000005610786,0.000008447604,0.007551475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662685,0.0022849368,0.00019455655,0.00031237263,0.0002787549,0.00030254104],"domain_scores_gemma":[0.99803257,0.0011587149,0.00007264668,0.00021246381,0.00045255464,0.00007104723],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034606215,0.00007975251,0.00009138145,0.0003699099,0.0014034802,0.00010010829,0.00027160277,0.0001437934,0.00006522389],"category_scores_gemma":[0.0063524945,0.00009120095,0.000030901192,0.00056256965,0.00030590507,0.00033125395,0.000023866238,0.0008432838,0.000074249474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022274427,0.0006283698,0.010382039,0.000021688236,0.0000120418745,9.713566e-8,0.2809488,8.196907e-7,0.0001115223,0.25503746,0.07934012,0.3734948],"study_design_scores_gemma":[0.000047434725,0.000021350103,0.00570249,0.000014876329,0.000012865291,7.3552627e-7,0.27022532,0.000003967487,0.000008345402,0.0064658397,0.7174432,0.0000535748],"about_ca_topic_score_codex":0.008468654,"about_ca_topic_score_gemma":0.0023609945,"teacher_disagreement_score":0.9135097,"about_ca_system_score_codex":0.00017750818,"about_ca_system_score_gemma":0.00570145,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W4408292041","doi":"10.1212/ne9.0000000000200211","title":"Fostering Conversations at Your Academic Poster","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mathematics education; Computer science; Psychology","score_opus":0.06007666343762985,"score_gpt":0.3124521928139529,"score_spread":0.25237552937632307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408292041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65943754,0.00025325513,0.000019752799,0.04737007,0.0039078733,0.000107573025,0.0000053005715,0.00010224664,0.2887964],"genre_scores_gemma":[0.9472018,0.00001606201,0.000009771684,0.019541351,0.0009225496,0.000027337286,0.000034850815,0.000007878633,0.032238387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939036,0.000058264002,0.0001677216,0.00017648893,0.000054399057,0.00015278293],"domain_scores_gemma":[0.99961305,0.00010857039,0.00006442867,0.0001162099,0.00006898158,0.000028775728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012879857,0.00007376315,0.00007507141,0.00014032562,0.00032408006,0.00006247373,0.00014630538,0.00011645092,0.00057357014],"category_scores_gemma":[0.00011147853,0.00007600896,0.000027347292,0.000035360732,0.000092877155,0.00025675743,0.00014438266,0.00039469896,0.00011800352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066319444,0.000066513465,0.03733196,0.00007046084,0.000028279683,9.570558e-7,0.03529159,0.0000061028877,0.001013815,0.34048063,0.54502296,0.04062039],"study_design_scores_gemma":[0.00014671661,0.00002494179,0.010335057,0.000020459283,0.000025069,0.000009156248,0.0014377831,0.0000552886,0.000081207065,0.0058769197,0.9818953,0.00009206028],"about_ca_topic_score_codex":0.00010330675,"about_ca_topic_score_gemma":0.000059686197,"teacher_disagreement_score":0.43687236,"about_ca_system_score_codex":0.000029018052,"about_ca_system_score_gemma":0.00011407679,"threshold_uncertainty_score":0.62801903},"labels":[],"label_agreement":null},{"id":"W4414007141","doi":"10.1212/ne9.0000000000200239","title":"Education Research: Targeting Self-Described Knowledge Gaps to Improve Functional Neurologic Disorder Education Among Clinicians","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Psychology; Medicine","score_opus":0.028225082428294516,"score_gpt":0.3750746524973953,"score_spread":0.3468495700691008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414007141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9186032,0.0012625945,0.0003132729,0.022684315,0.009582866,0.0019573446,0.0000033947586,0.00017939114,0.045413654],"genre_scores_gemma":[0.9752371,0.00013103135,0.00088434917,0.0113792755,0.0007546835,0.001532504,0.00026624513,0.000038054015,0.009776776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745125,0.00045944387,0.0005411705,0.00081189326,0.0002439858,0.00049227313],"domain_scores_gemma":[0.99794084,0.00030556324,0.0001528247,0.00061801646,0.0007539904,0.00022876512],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005591919,0.0002672777,0.00031066497,0.0008438943,0.00037763896,0.000050767252,0.00020177252,0.00027509223,0.00015028779],"category_scores_gemma":[0.0008234108,0.0002549702,0.00011260068,0.0010631854,0.00018964891,0.00015884837,0.00008137009,0.00060262263,0.0003306491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006234199,0.018863006,0.5627792,0.00033280172,0.0001290654,0.0000012565818,0.0014493556,0.000007264358,0.0010592616,0.008437067,0.2653914,0.14092688],"study_design_scores_gemma":[0.001203611,0.0013515849,0.7456793,0.00018562091,0.00018555272,0.000017896582,0.0017562205,0.00028643679,0.000094330404,0.009560765,0.23942594,0.00025270064],"about_ca_topic_score_codex":0.000184481,"about_ca_topic_score_gemma":0.000064101594,"teacher_disagreement_score":0.18290013,"about_ca_system_score_codex":0.00015063056,"about_ca_system_score_gemma":0.0042237365,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W4414564301","doi":"10.1212/ne9.0000000000200250","title":"Education Research: Creating Online Interactive Case-Based Learning Experiences From Educational Case Reports With Large Language Models","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Clinical Reasoning and Diagnostic Skills","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":"University of Alberta","funders":"","keywords":"Frontier; Educational technology; Nondeterministic algorithm; Interactive Learning; Process (computing); Language acquisition; Online learning","score_opus":0.039444007374454165,"score_gpt":0.4376303828323319,"score_spread":0.3981863754578777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414564301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98599154,0.00046056873,0.00040431664,0.008104147,0.0010078413,0.00042822497,0.000007873234,0.000057276033,0.0035381927],"genre_scores_gemma":[0.9903764,0.000008623799,0.003189836,0.0033364722,0.0005241774,0.00041202808,0.00066123594,0.00001938046,0.0014718331],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998178,0.0003658647,0.00038125055,0.00057433365,0.00022529229,0.00027525006],"domain_scores_gemma":[0.9897854,0.008882385,0.0001969968,0.000387988,0.00058864173,0.00015862798],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00047438714,0.0001479933,0.00023407138,0.00032605656,0.00034074284,0.000042018568,0.0000495209,0.00014750804,0.00028120392],"category_scores_gemma":[0.02198901,0.00013003017,0.000049942737,0.00043683616,0.00014623854,0.00012500588,0.000036056234,0.00079026044,0.000007867936],"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":[0.0033824726,0.029274397,0.6494992,0.00020517322,0.00032494494,0.031183178,0.097526476,0.0016831274,0.000747263,0.0033266102,0.03451152,0.14833564],"study_design_scores_gemma":[0.0064414586,0.00534794,0.19952053,0.0077262865,0.0011574151,0.15392008,0.54042095,0.062049095,0.0019990862,0.007843182,0.012244656,0.0013292964],"about_ca_topic_score_codex":0.0053463127,"about_ca_topic_score_gemma":0.0006908485,"teacher_disagreement_score":0.44997868,"about_ca_system_score_codex":0.00009826897,"about_ca_system_score_gemma":0.0042361985,"threshold_uncertainty_score":0.9862492},"labels":[],"label_agreement":null},{"id":"W4416244258","doi":"10.1212/ne9.0000000000200259","title":"Curriculum Innovation: How Effective Is a Telementoring Virtual Epilepsy Curriculum in Postgraduate Medical Education?","year":2025,"lang":"en","type":"article","venue":"Neurology Education","topic":"Innovations in Medical Education","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":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Curriculum; Health care; Neurology; Medical knowledge; Epilepsy; MEDLINE; Patient care","score_opus":0.005061100321745345,"score_gpt":0.3267296138845197,"score_spread":0.32166851356277437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416244258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8215727,0.00017007293,0.0005847725,0.1665331,0.0072026374,0.0012876922,0.0000011875114,0.00008757433,0.0025602486],"genre_scores_gemma":[0.9356046,0.00005538235,0.0010949419,0.058778446,0.0009793318,0.0013514527,0.00027447508,0.000029004654,0.0018323683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972714,0.00023787,0.0007457577,0.0007038309,0.0006014415,0.00043969208],"domain_scores_gemma":[0.9976931,0.00009175052,0.00026425286,0.00056108413,0.0012952607,0.00009454801],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088810816,0.0002860155,0.00039283454,0.0018398497,0.00016969026,0.000044597946,0.00027126799,0.0004275008,0.00038405784],"category_scores_gemma":[0.0060601872,0.0002891467,0.00006588759,0.0048737945,0.00020276496,0.0002552407,0.00008717748,0.0011466313,0.00006589291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032926517,0.0027206442,0.54165536,0.000106574844,0.000034479137,0.0000036345866,0.00036665887,5.622136e-7,0.00011899195,0.022283176,0.15516487,0.2775121],"study_design_scores_gemma":[0.0030801708,0.0009575248,0.6989082,0.00091775204,0.00018188346,0.0002594065,0.0038637246,0.0040970976,0.0006424477,0.0031304301,0.28342274,0.00053862896],"about_ca_topic_score_codex":0.00032168804,"about_ca_topic_score_gemma":0.000037360736,"teacher_disagreement_score":0.2769735,"about_ca_system_score_codex":0.00040187058,"about_ca_system_score_gemma":0.0052864994,"threshold_uncertainty_score":0.9999561},"labels":[],"label_agreement":null}]}