{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006855587,0.0001119425,0.0003022513,0.00005790683,0.00004495059,0.0000095233,0.00004891699,0.00004240786,0.000425594],"category_scores_gemma":[0.000007930733,0.00009371489,0.00002883546,0.000222167,0.00003569688,0.00008944349,0.00002005377,0.0001117244,0.000002683725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009266301,"about_ca_system_score_gemma":0.0002732724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3189005,"about_ca_topic_score_gemma":0.8353903,"domain_scores_codex":[0.9991595,0.00001118747,0.0001568125,0.0001976978,0.0002481579,0.0002266252],"domain_scores_gemma":[0.9995736,0.0000243004,0.00007293918,0.0001218404,0.0001064084,0.0001008873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116171,0.00004001469,0.9886659,0.00001202665,0.0000310481,0.000009552245,0.0008459878,0.0002981903,0.0007106385,0.00007453232,0.003448987,0.005651467],"study_design_scores_gemma":[0.0007387014,0.0001495774,0.9921569,0.000292155,0.00005357725,0.000001575277,0.0001956179,0.000006193431,0.00102567,0.00001558053,0.005254308,0.0001101607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932804,0.000513403,0.000005603506,0.002473636,0.00005755027,0.0002430464,0.0004611943,0.00001186669,0.002953349],"genre_scores_gemma":[0.9958765,0.0001459147,0.00009062945,0.002021456,0.00008861384,0.00008358618,0.00001635461,0.000008483733,0.001668483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5164898,"threshold_uncertainty_score":0.685635,"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."}}