{"id":"W2908632068","doi":"","title":"How Can Physicians Improve Access to Healthcare","year":2019,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Health care; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01036142,0.0004423441,0.000669591,0.002846439,0.002939671,0.007474511,0.001271712,0.006183316,0.01979486],"category_scores_gemma":[0.09817531,0.0003764494,0.0007688466,0.003829976,0.003110713,0.004097776,0.001727553,0.003890246,0.001511581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04956048,"about_ca_system_score_gemma":0.1224672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8771554,"about_ca_topic_score_gemma":0.8973519,"domain_scores_codex":[0.990051,0.003220908,0.0002497123,0.0003738677,0.003366285,0.002738201],"domain_scores_gemma":[0.9427866,0.01947476,0.004035739,0.001480719,0.01803497,0.01418716],"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":[0.0002831248,0.0003510685,0.07618896,0.000676012,0.0003991867,0.0003484192,0.001319845,0.007755444,0.0002170221,0.1457656,0.6215869,0.1451083],"study_design_scores_gemma":[0.0005714502,0.0001983369,0.1821944,0.002849696,0.0004144572,0.0004243406,0.005766116,0.008393792,0.000503524,0.1541579,0.644276,0.0002499387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01204435,0.008764997,0.001136091,0.9181655,0.001312524,0.00004902732,0.001108167,0.00007056326,0.05734879],"genre_scores_gemma":[0.7524658,0.02785215,0.005438961,0.1814314,0.007428281,0.00009679439,0.001190402,0.0001003796,0.02399583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8771554,"threshold_uncertainty_score":0.3595881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708935573271154,"score_gpt":0.2563276876709286,"score_spread":0.2092383319382171,"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."}}