{"id":"W4392902218","doi":"10.46747/cfp.7003155","title":"Future of family medicine in Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Primary care; Family medicine; Government (linguistics); Medicine","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":[0.005329005,0.0005144216,0.0007071579,0.002082986,0.01086073,0.006664911,0.002611017,0.005397431,0.03864976],"category_scores_gemma":[0.009764045,0.0003188128,0.0008085765,0.002703882,0.004906395,0.002976747,0.004138476,0.007198878,0.002318152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1345101,"about_ca_system_score_gemma":0.4522012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696167,"about_ca_topic_score_gemma":0.9875173,"domain_scores_codex":[0.9950363,0.0005520401,0.0001571532,0.0003355887,0.002046562,0.001872364],"domain_scores_gemma":[0.9656298,0.0009850215,0.0007193961,0.0002461428,0.009142904,0.02327666],"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":[0.00009938149,0.0001374737,0.008847122,0.0008169198,0.00003661386,0.0004997866,0.001316088,0.0003720098,0.0001916317,0.04899624,0.780897,0.1577898],"study_design_scores_gemma":[0.0000564709,0.00007481949,0.03597397,0.003500474,0.00003826986,0.00037807,0.003438211,0.0004334352,0.00007869393,0.008678783,0.9472551,0.00009360727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004467184,0.07915545,0.0004041259,0.8574415,0.008671218,0.0000471821,0.001319231,0.0001423186,0.04835186],"genre_scores_gemma":[0.3104537,0.2865909,0.00933411,0.3172311,0.01104184,0.0002810282,0.003130328,0.0002132694,0.06172366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8654899,"threshold_uncertainty_score":0.9759437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0418834768036155,"score_gpt":0.3541960876814924,"score_spread":0.3123126108778769,"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."}}