{"id":"W2312734701","doi":"10.1097/acm.0b013e3182864f8c","title":"AM Last Page","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007824607,0.001170242,0.001273988,0.002910786,0.003497778,0.007752983,0.001544667,0.00299941,0.8578387],"category_scores_gemma":[0.004748115,0.0007193308,0.001049812,0.001527439,0.0004763218,0.002366471,0.002540965,0.003777218,0.8361667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526405,"about_ca_system_score_gemma":0.002714884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02289075,"about_ca_topic_score_gemma":0.05587454,"domain_scores_codex":[0.9991226,0.00006151905,0.00003305198,0.0001186168,0.000429999,0.0002341957],"domain_scores_gemma":[0.996389,0.0002429099,0.0001107003,0.0001939722,0.002113889,0.0009494973],"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":[0.00002050041,0.00001554181,0.00006546787,0.00003346985,0.000001763701,0.00001144927,0.000004972315,0.000009143534,0.00003852822,0.0001528318,0.991905,0.007741291],"study_design_scores_gemma":[0.00001947359,0.00001702794,0.001031011,0.0001176427,0.000006193115,0.00001851803,0.00002949162,0.00003364055,0.00007601902,0.0001864448,0.998457,0.000007619863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004596965,0.001074468,0.0002834715,0.00791216,0.04114402,0.0003057648,0.008895129,0.001598271,0.938327],"genre_scores_gemma":[0.0005246915,0.00020499,0.0000491387,0.001386496,0.001774774,0.00004137088,0.001065037,0.000231839,0.9947217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1421613,"threshold_uncertainty_score":0.2027757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663251926712095,"score_gpt":0.354729280956831,"score_spread":0.3280967616897101,"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."}}