{"id":"W4312018640","doi":"10.1503/cmaj.220439","title":"Changes over time in patient visits and continuity of care among graduating cohorts of family physicians in 4 Canadian provinces","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Manitoba Health","funders":"","keywords":"Specialty; Graduation (instrument); Medicine; Family medicine; Cohort; Health care; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001708834,0.0003218929,0.0004218404,0.002603375,0.002472625,0.001535082,0.002450657,0.000615013,0.001589312],"category_scores_gemma":[0.006801196,0.0004558188,0.0007745067,0.004122308,0.0008426902,0.0004665122,0.001243236,0.0008178919,0.0001822746],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03170126,"about_ca_system_score_gemma":0.02922477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9892576,"about_ca_topic_score_gemma":0.9916546,"domain_scores_codex":[0.9975224,0.0001508423,0.0001245499,0.000380664,0.0007371124,0.001084439],"domain_scores_gemma":[0.9936719,0.0004327425,0.001951668,0.0002480856,0.002071809,0.001623812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005437466,0.00001617541,0.9970711,0.00000998833,0.00002142456,0.00003879314,0.0007234481,0.00006863756,0.00006385156,0.0000335531,0.0002836352,0.001614893],"study_design_scores_gemma":[0.00000218789,0.000009914794,0.9987733,0.000009954453,0.000004345976,0.00002370288,0.0008479728,0.0001163368,0.00001856917,0.000005074897,0.0001849359,0.000003776541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964769,0.0002427875,0.00006080353,0.0001573375,0.000006705527,0.00002556188,0.002326477,0.000008793452,0.0006945366],"genre_scores_gemma":[0.9980022,0.0001330381,0.0001362968,0.00004625851,0.000003597465,0.00001375246,0.001324773,0.00000313652,0.0003369222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9682987,"threshold_uncertainty_score":0.2300098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104345841894229,"score_gpt":0.3100818372289295,"score_spread":0.2996472530395066,"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."}}