{"id":"W2095823494","doi":"10.3122/jabfm.2010.01.090064","title":"Physician Supply and Breast Cancer Survival","year":2010,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Health Sciences Centre; University of Toronto; Cancer Care Ontario; Sunnybrook Health Science Centre; Western University; University of Windsor","funders":"National Cancer Institute; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Canadian Breast Cancer Research Alliance; University of Windsor; Cancer Care Ontario","keywords":"Medicine; Breast cancer; Physician supply; Odds ratio; Odds; Primary care physician; Cancer; Family medicine; Health care; Demography; Gynecology; Primary care; Internal medicine; Logistic regression; Environmental health; Population","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":[0.0003662189,0.00008459296,0.0001287262,0.0006202455,0.000421318,0.0004205147,0.0002055536,0.000220386,0.003866345],"category_scores_gemma":[0.003577266,0.0001227475,0.0001792763,0.0007293445,0.0003992117,0.0002195417,0.0003026071,0.0002099958,0.0002176457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00331926,"about_ca_system_score_gemma":0.002285627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3847581,"about_ca_topic_score_gemma":0.4255542,"domain_scores_codex":[0.9996773,0.00004374953,0.00001890785,0.00003913687,0.0001132906,0.000107517],"domain_scores_gemma":[0.9967341,0.0007093201,0.001490522,0.00008215143,0.0004577129,0.0005262891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000415203,0.000007622093,0.9986445,0.00000651583,0.00001147579,0.00002397997,0.0000822494,0.0001150894,0.00007743435,0.00002167569,0.0001143175,0.000853601],"study_design_scores_gemma":[0.000002126467,0.00001263823,0.9994813,0.000003389992,0.000005013459,0.00003503824,0.00007094374,0.0001650768,0.00002545049,0.00002005487,0.0001781307,9.635989e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984475,0.0001425506,0.00006606241,0.0001523637,0.000001805363,0.000004533106,0.0003598651,0.000004556607,0.0008209096],"genre_scores_gemma":[0.9996222,0.00003121154,0.00002603602,0.000009766767,0.00000202061,0.000002014871,0.000141644,6.261521e-7,0.0001644934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3847581,"threshold_uncertainty_score":0.7650372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039946224723577,"score_gpt":0.3590205862745602,"score_spread":0.2986211240273244,"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."}}