{"id":"W2065462255","doi":"10.1016/j.socscimed.2008.06.019","title":"Family practice: Professional identity in transition. A case study of family medicine in Canada","year":2008,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Restructuring; Specialty; Family medicine; Identity (music); Health care; Medicine; Medical education; Nursing; Psychology; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001313131,0.0002723778,0.0004599004,0.001337227,0.02932397,0.003539394,0.001726854,0.002184496,0.002690038],"category_scores_gemma":[0.004849937,0.0004005061,0.0003521129,0.002526597,0.00500647,0.001173417,0.004271782,0.003550857,0.0001443314],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04991408,"about_ca_system_score_gemma":0.07783471,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.961408,"about_ca_topic_score_gemma":0.9892509,"domain_scores_codex":[0.9973018,0.0006235466,0.00005516858,0.0001684566,0.0004636674,0.001387344],"domain_scores_gemma":[0.9958308,0.0007199845,0.000432139,0.00009334394,0.0007015594,0.002222092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001369344,0.0004874981,0.1157314,0.0001134967,0.00001560929,0.019744,0.829957,0.00009451533,0.000459895,0.004285896,0.004395671,0.02457806],"study_design_scores_gemma":[0.00001436678,0.00008625313,0.08045076,0.0002009355,0.00001411138,0.004299253,0.9031084,0.0002072387,0.0001154419,0.000345486,0.01112867,0.00002911128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894851,0.000876867,0.0001042282,0.003286504,0.00004742894,0.00007496776,0.00006397575,0.000004469902,0.006056586],"genre_scores_gemma":[0.9969403,0.0005682117,0.0001682425,0.0004406185,0.000009931901,0.00001517634,0.00002258746,0.000004190566,0.001830716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.970676,"threshold_uncertainty_score":0.3621536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124942116085621,"score_gpt":0.50920684472215,"score_spread":0.396712633113588,"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."}}