{"id":"W4399305466","doi":"10.1097/cxa.0000000000000208","title":"Impact of a Simplified Care Model on Direct-acting Antiviral Treatment for Hepatitis C Virus-positive People in Addiction Care: A Retrospective Review of the trueNorth Medical Centres Database","year":2024,"lang":"en","type":"review","venue":"The Canadian Journal of Addiction","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ABB (Canada)","funders":"","keywords":"Medicine; Retrospective cohort study; Hepatitis C virus; Internal medicine; Hepatitis C; Cohort; Emergency medicine; Family medicine; Virus; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007294394,0.000398841,0.001947891,0.0006824632,0.0001869637,0.00002697709,0.0003000875,0.0002474828,0.00009899071],"category_scores_gemma":[0.001494647,0.0002137619,0.001356722,0.0009436618,0.0001570569,0.0001116495,0.00003403816,0.001056665,0.000002937914],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007815082,"about_ca_system_score_gemma":0.01367018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.101666,"about_ca_topic_score_gemma":0.5191444,"domain_scores_codex":[0.9965333,0.0005791184,0.001223178,0.000310852,0.0009359727,0.0004175896],"domain_scores_gemma":[0.9970396,0.0003194107,0.0009704668,0.0004837845,0.0007787395,0.0004080221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002519229,0.00009080766,0.002309021,0.01590481,0.001756181,0.0001392093,0.003337794,0.00003741356,0.000001953937,0.00002520541,0.003731997,0.9724137],"study_design_scores_gemma":[0.003342188,0.008407031,0.007036355,0.7638819,0.01472306,0.0002843436,0.0004579199,0.001735189,0.00007966974,0.0000185502,0.1993568,0.0006770469],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00120832,0.9826149,0.00001479766,0.0002155133,0.0003322859,0.002651097,0.01151992,0.000007267586,0.001435939],"genre_scores_gemma":[0.1151676,0.8838511,0.00001731192,0.00004211678,0.0002539509,0.00008414823,0.0004905573,0.00006332195,0.00002994659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9717367,"threshold_uncertainty_score":0.9959937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593388398037666,"score_gpt":0.3809966531495305,"score_spread":0.3350627691691538,"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."}}