{"id":"W1968186424","doi":"10.12927/hcpol.2013.22885","title":"How Many Patients Should a Family Physician Have? Factors to Consider in Answering a Deceptively Simple Question","year":2012,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Champlain Local Health Integration Network","keywords":"Primary care; Humanities; Political science; Psychology; Family medicine; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02583648,0.0001831819,0.0004455489,0.0007112894,0.001690365,0.002122587,0.0006662469,0.002457035,0.006178943],"category_scores_gemma":[0.1914553,0.0001939689,0.0004267876,0.0007142227,0.002295894,0.00459184,0.0008645695,0.002276272,0.001048697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486126,"about_ca_system_score_gemma":0.00297909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438298,"about_ca_topic_score_gemma":0.01410473,"domain_scores_codex":[0.9783661,0.01556313,0.001749911,0.001044338,0.002373872,0.0009025924],"domain_scores_gemma":[0.8486052,0.1204217,0.01705793,0.002635453,0.007801814,0.003477834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007540444,0.0002886696,0.6869652,0.0005818346,0.000243987,0.002451258,0.01293831,0.002524277,0.001090679,0.0242793,0.05343968,0.2144427],"study_design_scores_gemma":[0.0001400384,0.0005318893,0.7014512,0.00187156,0.0003276028,0.0161696,0.04495028,0.01293398,0.002529138,0.123422,0.09537587,0.0002968555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3777718,0.00555316,0.01738133,0.5527238,0.001300746,0.0001925368,0.001372761,0.00006432873,0.04363957],"genre_scores_gemma":[0.9788054,0.001302437,0.006192006,0.01188093,0.0005813569,0.00006353106,0.0001389354,0.00001475828,0.001020584],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02583648,"threshold_uncertainty_score":0.136638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1340237855443756,"score_gpt":0.3526102012924281,"score_spread":0.2185864157480525,"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."}}