{"id":"W2073727641","doi":"10.1111/j.1524-4741.2007.00542.x","title":"Treatment Variation by Insurance Status for Breast Cancer Patients","year":2008,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Medicaid; Breast cancer; Private insurance; Cancer; Internal medicine; Family medicine; Health insurance; Mastectomy; Demography; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009389129,0.0001217526,0.000174535,0.00002883518,0.0003821952,0.00002325335,0.00007791288,0.00003782181,0.0001336362],"category_scores_gemma":[0.00001355705,0.00007060643,0.0001012885,0.00009767687,0.00004490409,0.0001489432,0.000009098553,0.0001240977,0.00001020378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004409192,"about_ca_system_score_gemma":0.0002457822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006034663,"about_ca_topic_score_gemma":0.00001367066,"domain_scores_codex":[0.9990097,0.00003220428,0.0002140711,0.0001170212,0.000314676,0.0003123331],"domain_scores_gemma":[0.9992346,0.00002954589,0.0001539678,0.0001157512,0.0002923776,0.0001737126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002406816,0.0003158766,0.8761085,0.00001061551,0.0001991566,0.00001993919,0.00128642,0.00008220634,0.000597026,0.00001920508,0.0129023,0.1060519],"study_design_scores_gemma":[0.003474693,0.0003677918,0.9866242,0.00006482781,0.00007954307,0.005482315,0.00005418576,0.0001044304,0.00007453622,0.00005409986,0.003537378,0.00008193888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934983,0.0007598713,0.0006196417,0.003380473,0.0002841809,0.0003204259,0.0008309222,0.00001724753,0.0002889795],"genre_scores_gemma":[0.9975601,0.0007653408,0.000186459,0.0004701663,0.0005575138,0.00003097926,0.00001981935,0.00001389066,0.0003957233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105157,"threshold_uncertainty_score":0.2939575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04110442326796341,"score_gpt":0.3110258604906917,"score_spread":0.2699214372227283,"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."}}