{"id":"W4205235897","doi":"10.1097/acm.0000000000003348","title":"Northern Ontario School of Medicine","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; MEDLINE; Family medicine; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007608562,0.001028617,0.0008264486,0.00144014,0.004329841,0.004291901,0.00143272,0.001913317,0.6369685],"category_scores_gemma":[0.00335114,0.0004013636,0.0005364441,0.001545275,0.001012677,0.001156532,0.002107697,0.001968429,0.2459661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01547664,"about_ca_system_score_gemma":0.03779799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3104416,"about_ca_topic_score_gemma":0.5895298,"domain_scores_codex":[0.9981199,0.00009489174,0.00007684722,0.0003906355,0.0008901244,0.0004275297],"domain_scores_gemma":[0.996119,0.0001146285,0.0001070462,0.00009688916,0.001711581,0.001850835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003702236,0.00003924919,0.001138761,0.0002018204,0.000004587686,0.0002306739,0.0001486437,0.00002644612,0.0001189854,0.002757496,0.9362171,0.05907929],"study_design_scores_gemma":[0.00001359652,0.00001716599,0.002535724,0.0001772162,0.000002847041,0.0001314037,0.0001184502,0.00003666739,0.00003255445,0.0004231066,0.9965018,0.000009533905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001754952,0.006839761,0.0004818889,0.02413342,0.004974044,0.0003013244,0.00882935,0.0005805737,0.9521047],"genre_scores_gemma":[0.007253951,0.00489812,0.0004634979,0.003529678,0.0008284972,0.0001256701,0.002946436,0.0001468723,0.9798073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6895584,"threshold_uncertainty_score":0.6172693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04778760732521059,"score_gpt":0.3500624264972005,"score_spread":0.3022748191719899,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}