{"id":"W2205022558","doi":"10.1002/cncr.29838","title":"Associations among socioeconomic status, patterns of care, and outcomes in breast cancer patients in a universal health care system: Ontario's experience","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Socioeconomic status; Breast cancer; Confidence interval; Odds ratio; Cancer; Health care; Stage (stratigraphy); Cancer registry; Disease; Internal medicine; Demography; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006379515,0.000113605,0.0004124612,0.00009609028,0.00003046157,0.000009253759,0.00006021365,0.00006342294,0.00003436442],"category_scores_gemma":[0.000008684224,0.0001103817,0.00003537885,0.00007769981,0.00004220865,0.000177838,0.00003736618,0.000142019,6.243503e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009342215,"about_ca_system_score_gemma":0.001354082,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8180918,"about_ca_topic_score_gemma":0.8316985,"domain_scores_codex":[0.9989743,0.00003410762,0.0002999394,0.0002185485,0.0001895646,0.0002835427],"domain_scores_gemma":[0.9993469,0.00001400838,0.000178118,0.0001103238,0.000175695,0.0001749948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006072301,0.00001591655,0.9250582,0.0001087807,0.00001575169,0.000004036776,0.07350309,0.00008409742,7.606812e-7,0.00001066754,0.00008045565,0.001057504],"study_design_scores_gemma":[0.002018122,0.00009418093,0.9404289,0.0005045708,0.00001553012,5.285713e-7,0.05672552,0.00001547934,0.000006364242,6.483519e-7,0.0001015614,0.00008862613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99695,0.00153265,0.000001550188,0.0001619817,0.0002068675,0.0003267719,0.0005779667,0.00001094663,0.0002312104],"genre_scores_gemma":[0.9994158,0.0001589655,0.00002292954,0.0002240965,0.0000252703,0.0000613104,0.00004262175,0.000009770336,0.00003921183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01677758,"threshold_uncertainty_score":0.9944608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049356299421188,"score_gpt":0.3273305538969365,"score_spread":0.2968369909027246,"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."}}