{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602347,0.0001459844,0.0006455684,0.00006866316,0.00008387907,0.000004234224,0.0003949824,0.00002472871,0.00003242872],"category_scores_gemma":[0.0001387944,0.00006385187,0.0001187291,0.0003779162,0.001595191,0.00007094211,0.00007312419,0.0006268338,9.080757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003444867,"about_ca_system_score_gemma":0.0001847383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162485,"about_ca_topic_score_gemma":0.000166381,"domain_scores_codex":[0.9984024,0.000106868,0.000429075,0.00008758819,0.0007656192,0.0002084811],"domain_scores_gemma":[0.9980687,0.0001974238,0.0008664893,0.0003572862,0.0003541998,0.0001559276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003033208,0.00006443996,0.2990921,0.00004714432,0.0003320044,0.00002407124,0.001224655,0.00002573027,0.5825085,0.0001109468,0.01841563,0.09512159],"study_design_scores_gemma":[0.001306713,0.0007887993,0.9872586,0.0005492393,0.0005825101,0.0006080592,0.004212383,0.00003238054,0.001542771,0.0001226303,0.002918577,0.00007736155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678378,0.0009849343,0.00004033145,0.02923918,0.000665101,0.0001088662,0.00001028304,0.000005310928,0.00110826],"genre_scores_gemma":[0.9909347,0.00110969,0.0001863507,0.006454929,0.00121364,8.841192e-7,2.312624e-7,0.00001437599,0.00008524358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6881665,"threshold_uncertainty_score":0.629246,"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."}}