{"id":"W2017574874","doi":"10.1002/cncr.24401","title":"Associations of physician supplies with breast cancer stage at diagnosis and survival in Ontario, 1988 to 2006","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; Cancer Care Ontario; Western University; University of Windsor","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Breast cancer; Cancer; Cohort; Population; Odds ratio; Cancer registry; Confidence interval; Primary care physician; Family medicine; Demography; Gerontology; Internal medicine; Primary care; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000274717,0.0001432526,0.0001716833,0.0005103426,0.0006019478,0.0003102787,0.0004754392,0.0002388364,0.001611029],"category_scores_gemma":[0.001897503,0.0002035374,0.0002606657,0.001123071,0.0002394906,0.0001404288,0.0002970381,0.0002336715,0.0001225335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007669931,"about_ca_system_score_gemma":0.006618762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9395689,"about_ca_topic_score_gemma":0.9723284,"domain_scores_codex":[0.9996493,0.00002336404,0.0000257029,0.000048922,0.0001609029,0.00009186305],"domain_scores_gemma":[0.9981387,0.0001090768,0.0008691638,0.00005433336,0.0005105159,0.0003181057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000366824,0.000006059455,0.9985188,0.00001312596,0.00001512618,0.00002942498,0.0001053275,0.00004088454,0.00007076655,0.0000085524,0.0003900445,0.000765124],"study_design_scores_gemma":[0.000002397884,0.000005819469,0.9995908,0.000003398658,0.000005316997,0.0000165223,0.00005353016,0.0000385278,0.00001042055,0.000002034551,0.0002707268,5.594013e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945253,0.000382498,0.00005516468,0.0002482597,0.000005708145,0.0000137763,0.003751967,0.000006191354,0.001011189],"genre_scores_gemma":[0.997463,0.0002083182,0.000060341,0.00003626745,0.000005788007,0.000009893338,0.001448205,0.00000156515,0.0007666039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06043112,"threshold_uncertainty_score":0.121574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901430101699858,"score_gpt":0.3274960106277677,"score_spread":0.2784817096107691,"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."}}