{"id":"W2793147298","doi":"10.1097/acm.0000000000002169","title":"A Program in Transition: A Shifting Mind-set","year":2018,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Curriculum; Feeling; Set (abstract data type); Constructive; Medical education; Process (computing); Psychology; Computer science; Medicine; Pedagogy; Social psychology","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":[0.006089842,0.0008044213,0.001245614,0.0008282891,0.004786748,0.00610208,0.004440586,0.01725565,0.00763913],"category_scores_gemma":[0.04456593,0.0007034811,0.0008507736,0.0005553823,0.005202552,0.008230717,0.002625331,0.03587843,0.002840932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004090146,"about_ca_system_score_gemma":0.007478566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004994899,"about_ca_topic_score_gemma":0.01316004,"domain_scores_codex":[0.9952147,0.001830716,0.0004422929,0.0007656079,0.001178335,0.000568365],"domain_scores_gemma":[0.9752177,0.01426579,0.001090831,0.0004399649,0.004012902,0.004972898],"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":[0.00002123863,0.00003184369,0.0003485733,0.0001700277,0.00001324276,0.001090168,0.0005820666,0.00003310241,0.00004833287,0.0009221148,0.9820606,0.01467881],"study_design_scores_gemma":[0.00008257182,0.000126792,0.001987809,0.001572968,0.00005943978,0.007529433,0.0045007,0.0005747785,0.0002844055,0.005406005,0.9777523,0.0001229331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009110054,0.004270313,0.0003201521,0.8552243,0.1378508,0.00001572993,0.00002915031,0.00005623141,0.001322298],"genre_scores_gemma":[0.01157815,0.007359787,0.0007818805,0.760765,0.2145356,0.00006882002,0.00003389946,0.00009315033,0.004783846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01725565,"threshold_uncertainty_score":0.03220654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05481309926788248,"score_gpt":0.4036294850564313,"score_spread":0.3488163857885488,"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."}}