{"id":"W2039696658","doi":"10.1097/acm.0b013e3181eaae7a","title":"University of Calgary Faculty of Medicine","year":2010,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Promotion (chess); Faculty development; Corporate governance; Professional development; Medicine; Political science; Sociology; Management; Pedagogy","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":[0.001525355,0.001136656,0.0008046466,0.002074317,0.003229989,0.005036087,0.001499109,0.002652236,0.4725772],"category_scores_gemma":[0.005742145,0.0005817611,0.0004089154,0.001489673,0.001282346,0.001538236,0.00394986,0.004535316,0.132018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007983451,"about_ca_system_score_gemma":0.01608535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03028103,"about_ca_topic_score_gemma":0.06883547,"domain_scores_codex":[0.9980912,0.0001896842,0.00009428059,0.0003496607,0.0009327612,0.0003423739],"domain_scores_gemma":[0.9946661,0.000311441,0.0001373464,0.0002740667,0.002136548,0.002474502],"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":[0.00007063839,0.00008978895,0.002308843,0.0002194705,0.00001169344,0.0007035961,0.0001652228,0.0001003443,0.0003396326,0.006515471,0.7955697,0.1939057],"study_design_scores_gemma":[0.00002606662,0.00003789385,0.004379542,0.0005441422,0.000005308193,0.0003901138,0.0002038911,0.0001013231,0.0001428832,0.001268201,0.9928847,0.00001585913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003871521,0.01734718,0.001096258,0.04232993,0.01300617,0.0002884052,0.001614929,0.0005474568,0.9198981],"genre_scores_gemma":[0.01318031,0.01435407,0.002444663,0.01036167,0.002351279,0.0001288816,0.0012436,0.0002056069,0.9557298],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4725772,"threshold_uncertainty_score":0.7523046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03124265884933656,"score_gpt":0.3532277948039954,"score_spread":0.3219851359546588,"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."}}