{"id":"W4378173058","doi":"10.1186/s12909-023-04250-z","title":"Are early career family physicians prepared for practice in Canada? A qualitative study","year":2023,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"College of Family Physicians of Canada","keywords":"Preparedness; Focus group; Scope of practice; Medicine; Medical education; Qualitative research; Family medicine; Curriculum; Nursing; Psychology; Health care; Pedagogy; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008075918,0.0004086149,0.0005945374,0.001904911,0.02057952,0.004792917,0.001938613,0.001639685,0.003080646],"category_scores_gemma":[0.01721202,0.0006204185,0.0003195163,0.003580075,0.007925728,0.00231884,0.003372339,0.002980972,0.0001863133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06062741,"about_ca_system_score_gemma":0.09460954,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8656935,"about_ca_topic_score_gemma":0.9105951,"domain_scores_codex":[0.9936841,0.002170363,0.0001960727,0.0005659535,0.001072662,0.002311046],"domain_scores_gemma":[0.9779627,0.008976762,0.001648635,0.0003283372,0.004842806,0.006240775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003062822,0.00004786508,0.01372347,0.0001467581,0.000003749969,0.0007380196,0.977812,0.00002681952,0.0003269961,0.0005388792,0.001619935,0.004984938],"study_design_scores_gemma":[0.000002404587,0.00001791306,0.008378763,0.0001976719,0.000002263684,0.0001071565,0.9843641,0.00003712409,0.0000648317,0.00004943385,0.006766483,0.00001186587],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860082,0.001197627,0.0004581985,0.00611903,0.00009512934,0.0002675322,0.0004361446,0.00001604268,0.005402105],"genre_scores_gemma":[0.9927502,0.00135199,0.0005338143,0.002430987,0.00001764539,0.0002034707,0.0001409425,0.00001312498,0.002557747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1343065,"threshold_uncertainty_score":0.4398847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06100178062624147,"score_gpt":0.4480938820316721,"score_spread":0.3870921014054306,"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."}}