{"id":"W4385327354","doi":"10.1177/08404704231182260","title":"The best defence is a good offence: Ensuring equitable access to primary care in Canada","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"","keywords":"Transparency (behavior); Business; Health care; Workforce; Public relations; Primary care; Economics; Economic growth; Medicine; Political science; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00344493,0.0001844353,0.0003094206,0.0009733259,0.01443395,0.007848663,0.002031771,0.002662335,0.006428687],"category_scores_gemma":[0.01102544,0.000346567,0.0003487564,0.002227158,0.00476223,0.002057642,0.003620025,0.004529496,0.000279675],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1850881,"about_ca_system_score_gemma":0.4259938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978562,"about_ca_topic_score_gemma":0.9991468,"domain_scores_codex":[0.9930139,0.0007471869,0.0001609737,0.0003434983,0.002519488,0.003214892],"domain_scores_gemma":[0.9892862,0.0009970019,0.0004838452,0.000197481,0.003147485,0.005887927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000169936,0.000157007,0.07885317,0.001064798,0.00008218248,0.002483786,0.03907126,0.001726689,0.001154149,0.3446692,0.3139454,0.2166224],"study_design_scores_gemma":[0.00009994442,0.000132739,0.2411049,0.001661637,0.00009662496,0.0007569457,0.06030068,0.002664676,0.0007914382,0.02501298,0.6670948,0.000282713],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1381879,0.01996528,0.002069689,0.6578765,0.001488067,0.0001757098,0.001221093,0.0001078212,0.178908],"genre_scores_gemma":[0.914959,0.009090853,0.002857341,0.03499955,0.0003307732,0.00005074309,0.0003284058,0.00006202912,0.0373212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1850881,"threshold_uncertainty_score":0.9451823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06701720256706385,"score_gpt":0.4031166708449378,"score_spread":0.336099468277874,"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."}}