{"id":"W2090514596","doi":"10.1097/acm.0b013e3182a34b05","title":"“I AM a Doctor”","year":2013,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Standardization; Diversity (politics); Identity (music); Social constructionism; Sociology; Strict constructionism; Construct (python library); Pedagogy; Public relations; Engineering ethics; Medical education; Psychology; Medicine; Political science; Social science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004600102,0.0006751594,0.001031942,0.002265982,0.001054721,0.002376235,0.001225503,0.003014351,0.004600612],"category_scores_gemma":[0.01670629,0.0002501553,0.0006679348,0.003355141,0.003640728,0.003659843,0.001936878,0.003039228,0.002535236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001288669,"about_ca_system_score_gemma":0.006118291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930854,"about_ca_topic_score_gemma":0.003214614,"domain_scores_codex":[0.9948478,0.003136436,0.0004365252,0.000404825,0.00100056,0.0001738747],"domain_scores_gemma":[0.9920557,0.005158741,0.000986074,0.0001961591,0.001279847,0.0003234824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009529288,0.00004092278,0.001118893,0.03983515,0.0001583695,0.0004113925,0.003097335,0.0001509675,0.0003341557,0.01708991,0.09018928,0.8474783],"study_design_scores_gemma":[0.00002429969,0.00005471186,0.002324241,0.057304,0.0001782644,0.002743793,0.003175746,0.00004017579,0.000201107,0.005173547,0.9287509,0.00002917492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002789866,0.9856468,0.0002425397,0.008209841,0.001288223,0.00001396589,0.00001108714,0.000008018459,0.004300533],"genre_scores_gemma":[0.007298057,0.9845471,0.0003141519,0.005582308,0.001079452,0.00002546248,0.00002227491,0.000003961943,0.00112724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004600612,"threshold_uncertainty_score":0.02432799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1367282469288343,"score_gpt":0.4898265314376937,"score_spread":0.3530982845088595,"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."}}