{"id":"W2116506335","doi":"10.1200/jco.2009.27.7491","title":"Quality of Care for Breast Cancer for Uninsured Women in California Under the Breast and Cervical Cancer Prevention Treatment Act","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute; California Breast Cancer Research Program; American Cancer Society","keywords":"Medicine; Breast cancer; Cohort; Cancer; Stage (stratigraphy); Family medicine; Cervical cancer; Health care; Cohort study; Gynecology; Obstetrics; Internal medicine","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":[0.002205945,0.000144774,0.0002113271,0.0007210397,0.0004972222,0.0007620658,0.0005798496,0.0002988572,0.0008569199],"category_scores_gemma":[0.01032345,0.0001474687,0.0002893787,0.0009105257,0.0004308026,0.0003533582,0.0005117464,0.0004978298,0.00004792298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002997053,"about_ca_system_score_gemma":0.004147949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2738018,"about_ca_topic_score_gemma":0.2774293,"domain_scores_codex":[0.997856,0.0006715544,0.0002167261,0.0002006644,0.000802774,0.0002522884],"domain_scores_gemma":[0.9915776,0.001170808,0.004667435,0.0002206672,0.001397069,0.0009663954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005199804,0.0000648011,0.9925342,0.00005446812,0.00008333094,0.00001838931,0.0002063279,0.0001814822,0.00002775745,0.00004161589,0.001024268,0.005711391],"study_design_scores_gemma":[0.00001146043,0.00005679665,0.9989442,0.00004852972,0.00002887591,0.00002083514,0.0002475626,0.000212631,0.00002444693,0.00001572089,0.0003858119,0.000003139319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937139,0.0017184,0.000135188,0.001210993,0.00002670701,0.00005343324,0.001494594,0.00001030746,0.001636488],"genre_scores_gemma":[0.99857,0.0003594927,0.000171292,0.0001309965,0.00001503637,0.00002515431,0.0006288295,0.000001065043,0.00009811533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738018,"threshold_uncertainty_score":0.5444161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.207459846737177,"score_gpt":0.5433610703184973,"score_spread":0.3359012235813204,"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."}}