{"id":"W4247642503","doi":"10.3138/canlivj-2019-0021","title":"Impact of comprehensive care on health care use among a cohort of marginalized people living with hepatitis C in Toronto","year":2020,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa; Regent Park Community Health Centre; Toronto Liver Centre; Toronto East General Hospital; Ontario Ministry of Labour; University Health Network","funders":"Public Health Agency; Public Health Agency of Canada; Gilead Sciences; Canadian Institutes of Health Research; Canadian Liver Foundation; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Cohort; Emergency department; Hepatitis C; Population; Health care; Mental health; Family medicine; Demography; Gerontology; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009661699,0.0001633474,0.0006139603,0.000242115,0.00007971273,0.00002807058,0.0001303155,0.00007076963,0.0009739532],"category_scores_gemma":[0.0001725514,0.0001406499,0.0001346392,0.0002723127,0.00008169217,0.0002000879,0.00002090235,0.0004549772,0.000003816577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004612998,"about_ca_system_score_gemma":0.00489652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9364649,"about_ca_topic_score_gemma":0.9730482,"domain_scores_codex":[0.9982433,0.0002207335,0.0003691585,0.0001957865,0.0004925068,0.0004785417],"domain_scores_gemma":[0.9972631,0.0001109389,0.0001772245,0.0001960819,0.0007003788,0.001552323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603728,0.00001781652,0.9719145,0.0002518904,0.0001438673,0.0005784971,0.0232242,0.00006581589,0.00002648251,0.000004809719,0.001180145,0.002431649],"study_design_scores_gemma":[0.001268038,0.002448641,0.9877469,0.00111327,0.00002959479,0.00005638696,0.006745679,0.0001416914,0.00001530758,1.26581e-7,0.0003254278,0.0001089642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960856,0.001955478,0.000008565278,0.0002009154,0.00002680399,0.0005682916,0.0002294819,0.000005391521,0.0009194448],"genre_scores_gemma":[0.9980959,0.001126013,0.0002599505,0.0003705377,0.00007014481,0.000006295744,0.00002453045,0.00003315028,0.00001352713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03658324,"threshold_uncertainty_score":0.9999393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894119780275387,"score_gpt":0.3136414972035607,"score_spread":0.2847002994008069,"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."}}