{"id":"W4411344523","doi":"10.46747/cfp.7106e101","title":"Navigating Canada’s primary care crisis","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto; Public Health Ontario; Women's College Hospital","funders":"","keywords":"Primary care; Primary health care; Data science; Primary (astronomy); Computer science; World Wide Web; Medicine; Family medicine; Environmental health","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":[0.003691283,0.0003553299,0.0004168873,0.001383921,0.02042139,0.008364519,0.001982302,0.003341066,0.01216423],"category_scores_gemma":[0.01040541,0.0003388571,0.0005228649,0.002298095,0.004501018,0.002667474,0.005915534,0.006679996,0.001014588],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1126346,"about_ca_system_score_gemma":0.4117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929451,"about_ca_topic_score_gemma":0.9976984,"domain_scores_codex":[0.9945289,0.0006243169,0.0001153031,0.0002342397,0.001470767,0.00302636],"domain_scores_gemma":[0.9790925,0.000664618,0.0006251826,0.0002471934,0.005227805,0.01414284],"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":[0.00009514216,0.0001358219,0.05170775,0.0004307656,0.00007935261,0.0009064751,0.01200371,0.0004751629,0.0004146059,0.02453191,0.8274267,0.08179259],"study_design_scores_gemma":[0.0001592821,0.0001305388,0.1960642,0.001766085,0.0000788224,0.000468434,0.06287535,0.001162501,0.00023883,0.01438823,0.7225003,0.000167578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04250515,0.005999305,0.0006741229,0.8875672,0.002017619,0.0001066137,0.001783758,0.0001604135,0.05918593],"genre_scores_gemma":[0.6938381,0.01449549,0.004070038,0.245644,0.001909181,0.0001785476,0.002101727,0.0002021153,0.03756084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8873653,"threshold_uncertainty_score":0.8172253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240617036352931,"score_gpt":0.3518808498365966,"score_spread":0.3278191462013035,"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."}}