{"id":"W2982985141","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":2019,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"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; Demography; Family medicine; Gerontology; Emergency medicine; 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":[0.0001457637,0.0001651724,0.0006296738,0.0003982615,0.00006327745,0.00002742836,0.0001288987,0.00008147571,0.001665007],"category_scores_gemma":[0.00008226668,0.0001390883,0.0001360336,0.0002202357,0.00006796194,0.00023119,0.0000190482,0.0004278076,0.000009214301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006566149,"about_ca_system_score_gemma":0.004940541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9585857,"about_ca_topic_score_gemma":0.9818642,"domain_scores_codex":[0.9981918,0.000213759,0.0003595742,0.0001941205,0.0005142997,0.000526419],"domain_scores_gemma":[0.997633,0.0001342931,0.0001922418,0.0003017534,0.0007770699,0.0009616831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302708,0.00002381695,0.9853757,0.000246147,0.00014116,0.0002569474,0.01110374,0.00006340702,0.00003019822,0.000007223646,0.000533885,0.002087513],"study_design_scores_gemma":[0.00144882,0.002166933,0.9885187,0.00178861,0.0000233519,0.00008234022,0.005518609,0.00007597657,0.00001263361,1.987707e-7,0.0002495437,0.0001142573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953669,0.001687489,0.000002525931,0.00003981646,0.00005449919,0.0007591536,0.0001718905,0.000004076832,0.001913694],"genre_scores_gemma":[0.9985455,0.0009709133,0.0001850208,0.0001145898,0.00004082636,0.000006202026,0.00002434234,0.00003385373,0.00007869502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02327852,"threshold_uncertainty_score":0.9992476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749427837026249,"score_gpt":0.3069525668896645,"score_spread":0.289458288519402,"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."}}