{"id":"W1836781821","doi":"10.1186/s12909-015-0397-z","title":"Common concepts in separate domains? Family physicians’ ways of understanding teaching patients and trainees, a qualitative study","year":2015,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Associated Medical Services","keywords":"Autonomy; Medical education; Common ground; Faculty development; Medicine; Qualitative research; Psychology; Professional development; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002426718,0.0001420266,0.0003641928,0.0002684654,0.00006261424,0.00001178161,0.00009910016,0.0001386513,0.00001588991],"category_scores_gemma":[0.006083228,0.0001297241,0.00002774701,0.0004858605,0.0002444487,0.0001498497,0.00002964212,0.00052059,0.000003838706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005103669,"about_ca_system_score_gemma":0.001751015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002794696,"about_ca_topic_score_gemma":0.00007896059,"domain_scores_codex":[0.9974273,0.0005051772,0.0006403458,0.0002656691,0.0009584518,0.0002030345],"domain_scores_gemma":[0.9988613,0.0003441336,0.0002266617,0.0001998769,0.0002280022,0.0001399987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000354457,0.01092362,0.170805,0.000526913,0.00008129389,0.000005599462,0.6937064,0.000006680982,0.0000711061,0.02052263,0.0621837,0.04081262],"study_design_scores_gemma":[0.006502637,0.001059624,0.08685343,0.0009082779,0.00008147494,0.00000602402,0.8956971,0.00154664,0.00002113339,0.0063744,0.0007244123,0.0002248276],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893917,0.0000731416,0.003306172,0.003921099,0.0005044351,0.0008002724,0.000001831458,0.00002462887,0.001976729],"genre_scores_gemma":[0.9901146,0.000004098919,0.002763722,0.00665811,0.0001914875,0.0000823099,0.0001291018,0.00001660532,0.00003994894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019907,"threshold_uncertainty_score":0.7282631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315717969290655,"score_gpt":0.456117798443447,"score_spread":0.3245460015143815,"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."}}