{"id":"W4303068949","doi":"","title":"Peer and Self-assessment of Professionalism in Undergraduate Medical Students at the University of Calgary","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Chinook Regional Hospital","funders":"","keywords":"Medical education; Self-assessment; Psychology; Engineering ethics; Medicine; Pedagogy; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00352715,0.0001904807,0.0002958036,0.001241809,0.0007458573,0.000896727,0.0004513832,0.0003052753,0.00110808],"category_scores_gemma":[0.01366093,0.0002230611,0.0001283667,0.0003693316,0.0008414348,0.0003574186,0.001425248,0.000539691,0.0002039844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013289,"about_ca_system_score_gemma":0.002452709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007336278,"about_ca_topic_score_gemma":0.01194995,"domain_scores_codex":[0.9967943,0.001185913,0.000182737,0.0001881382,0.001253583,0.0003953351],"domain_scores_gemma":[0.9904602,0.00185618,0.002230239,0.0002603543,0.002234096,0.002959053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000762328,0.0004660877,0.9511724,0.00005002988,0.00001328385,0.0001937226,0.01595933,0.00005021406,0.0009055722,0.00003286486,0.0003804286,0.03069987],"study_design_scores_gemma":[0.000008898645,0.0006657738,0.9864838,0.0000311416,0.000006239425,0.0002774623,0.01104665,0.0002543669,0.0004767478,0.00003111568,0.0007060237,0.00001170348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996779,0.00005213256,0.00002705633,0.00004935312,0.000002717981,0.00001302853,0.000004733674,0.000001920336,0.0001711241],"genre_scores_gemma":[0.9994401,0.00007473119,0.0001487257,0.00002266698,0.000005929649,0.00001236841,0.00001162068,0.000001081035,0.0002827382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007336278,"threshold_uncertainty_score":0.01865357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1869203566230823,"score_gpt":0.5649663727067287,"score_spread":0.3780460160836464,"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."}}