{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001223822,0.0001020765,0.0003561771,0.001131342,0.0003587134,0.0004687148,0.000471995,0.0003383629,0.00218007],"category_scores_gemma":[0.009207812,0.0001373097,0.0006480644,0.002068968,0.0002699873,0.0003237092,0.0004649417,0.0003957655,0.000260563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007008484,"about_ca_system_score_gemma":0.0004230861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007167965,"about_ca_topic_score_gemma":0.009423827,"domain_scores_codex":[0.9975957,0.000994559,0.0002747971,0.0005040824,0.0003877494,0.000243026],"domain_scores_gemma":[0.9933889,0.002347014,0.003025954,0.0003351306,0.0003682435,0.0005347158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006889687,0.00001946117,0.9956023,0.00001527973,0.0001056397,0.00003695833,0.00008186109,0.00006991874,0.00005527336,0.00007851068,0.0004702227,0.003395679],"study_design_scores_gemma":[0.000004916206,0.00003633856,0.9987825,0.0000133355,0.00002576208,0.0002099329,0.0001102675,0.0001939115,0.00002935124,0.000076845,0.0005116621,0.000005317375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991085,0.002744519,0.0004360526,0.0004571245,0.00003528453,0.00002659995,0.002528556,0.00002444158,0.002662337],"genre_scores_gemma":[0.9980811,0.0003600148,0.0001096002,0.00008580313,0.0000240671,0.0000216573,0.001110881,0.000006342951,0.000200574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007167965,"threshold_uncertainty_score":0.01425248,"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."}}