{"id":"W2043285587","doi":"10.1371/journal.pone.0040917","title":"Influence of Socioeconomic Status on Survival of Hepatocellular Carcinoma in the Ontario Population; A Population-Based Study, 1990–2009","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research; Toronto Public Health; Canadian Centre for Applied Research in Cancer Control; Toronto Western Hospital; University of Toronto; Toronto General Hospital; University Health Network; Institute for Clinical Evaluative Sciences; University of British Columbia; Public Health Ontario","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Socioeconomic status; Proportional hazards model; Hazard ratio; Cancer registry; Demography; Hepatocellular carcinoma; Population; Context (archaeology); Survival analysis; Internal medicine; Logistic regression; Cohort; Confidence interval; Cancer; Oncology; Environmental health; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000477455,0.0001914651,0.0002170112,0.0006940624,0.00105418,0.0005368732,0.0004791369,0.0002178913,0.0008126182],"category_scores_gemma":[0.001536778,0.0002068551,0.0003955674,0.001743372,0.0004496061,0.0002751849,0.0005130143,0.0003385573,0.0001035887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0100758,"about_ca_system_score_gemma":0.008040372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510248,"about_ca_topic_score_gemma":0.9674541,"domain_scores_codex":[0.9995658,0.00003477298,0.0000287938,0.0000670946,0.0001883223,0.0001152818],"domain_scores_gemma":[0.9991298,0.00003908027,0.000293932,0.00004449707,0.0002612314,0.0002314726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003712469,0.000008940549,0.9986932,0.00001094884,0.0000262615,0.00003440172,0.0002263988,0.00002535175,0.00007491173,0.00001458502,0.0002466152,0.0006012404],"study_design_scores_gemma":[0.000001528465,0.000005765887,0.9996667,0.000004043837,0.000006287047,0.00001531466,0.000100134,0.00003624466,0.000005128697,0.000003198438,0.0001544005,0.000001214474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953824,0.000371714,0.00004936972,0.0001395702,0.000006167771,0.00002665004,0.002860823,0.000003447054,0.001159721],"genre_scores_gemma":[0.9987265,0.0001680441,0.00004305664,0.00002003286,0.000003732378,0.00001121482,0.0008161985,0.000001156999,0.000210035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897523,"threshold_uncertainty_score":0.09852725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07982808609898366,"score_gpt":0.2511161126683458,"score_spread":0.1712880265693621,"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."}}