{"id":"W4248491955","doi":"10.1503/cmaj.081611","title":"Final exam","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005304895,0.001061642,0.000834355,0.001257752,0.001352232,0.00174099,0.001624414,0.002060923,0.4338667],"category_scores_gemma":[0.006884866,0.0002276968,0.0004706321,0.0006040562,0.0003642569,0.001717752,0.001403502,0.002218402,0.2354367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007253779,"about_ca_system_score_gemma":0.001451381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004694768,"about_ca_topic_score_gemma":0.006209126,"domain_scores_codex":[0.99951,0.00007227356,0.000030512,0.00007493754,0.0001913227,0.0001208634],"domain_scores_gemma":[0.9977196,0.0001120062,0.00009045798,0.0001096665,0.001291377,0.0006767671],"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":[0.0001076799,0.0001125291,0.001802743,0.00007900663,0.000008876413,0.001553022,0.0001045346,0.00008797905,0.0003247651,0.001298721,0.9280096,0.06651054],"study_design_scores_gemma":[0.00006425503,0.0001476811,0.008734411,0.000680282,0.00001740339,0.008994116,0.0005256586,0.0002718469,0.0003929943,0.004277649,0.9758587,0.00003497243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01268148,0.007116601,0.003199423,0.05056307,0.005570054,0.0004646862,0.009718603,0.003328003,0.9073582],"genre_scores_gemma":[0.07270649,0.007200497,0.00550956,0.02074853,0.001981855,0.0002937908,0.009842232,0.0009495179,0.8807675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4338667,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746321496716699,"score_gpt":0.2423154584445059,"score_spread":0.2248522434773389,"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."}}