{"id":"W4408561613","doi":"10.46747/cfp.7103213","title":"Primary care defined by uncertainty","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Computer science; Data science; Primary (astronomy); Primary health care; World Wide Web; Medicine; Family medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005484008,0.0004087863,0.0006674118,0.001106856,0.01410138,0.008849015,0.001636746,0.008893974,0.03449215],"category_scores_gemma":[0.01828039,0.000525175,0.000560305,0.00178233,0.01301463,0.007688983,0.0106823,0.01629239,0.004365782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02066683,"about_ca_system_score_gemma":0.04905243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1612642,"about_ca_topic_score_gemma":0.2029501,"domain_scores_codex":[0.9893951,0.003075442,0.0002810439,0.001142854,0.002653592,0.003451887],"domain_scores_gemma":[0.982233,0.003253484,0.0006665642,0.0006846626,0.003379696,0.009782533],"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":[0.00002187307,0.00004167057,0.002485425,0.00008992719,0.00001967585,0.001204304,0.007388213,0.0001427583,0.00009765963,0.2630273,0.6977218,0.02775929],"study_design_scores_gemma":[0.00002303434,0.0000261629,0.003107713,0.0008980648,0.00001007779,0.001085759,0.01049716,0.0002105616,0.00003102049,0.1348663,0.8491946,0.00004944764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00268598,0.005183187,0.001173123,0.8401154,0.005356562,0.00003517022,0.0002631184,0.00005055975,0.1451369],"genre_scores_gemma":[0.2171236,0.01143456,0.002861029,0.7023873,0.01097212,0.000326941,0.000485635,0.0002213698,0.05418731],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1612642,"threshold_uncertainty_score":0.3206511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446391072359607,"score_gpt":0.4436997873864743,"score_spread":0.1990606801505136,"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."}}