{"id":"W2891145948","doi":"10.14745/ccdr.v44i78a01","title":"Impact of availability of direct-acting antivirals for hepatitis C on Canadian hospitalization rates, 2012–2016","year":2018,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Hepatitis C virus research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; BC Centre for Disease Control; Public Health Ontario; University of British Columbia; Toronto General Hospital; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Liver disease; Confidence interval; Hepatitis C; Disease burden; Internal medicine; Medical prescription; Burden of disease; Hepatitis C virus; Disease; Chronic hepatitis; Emergency medicine; Virology; Virus; Pharmacology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007186251,0.0001717638,0.0005344237,0.0001585705,0.0001807851,0.00001253436,0.0002324029,0.00006754098,0.000499831],"category_scores_gemma":[0.003716762,0.0001572205,0.0001722831,0.000329386,0.0002459058,0.0001277102,0.0000646771,0.0001300224,0.00000284824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266739,"about_ca_system_score_gemma":0.01711402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895472,"about_ca_topic_score_gemma":0.9825129,"domain_scores_codex":[0.9979625,0.0001566983,0.0006704471,0.0002704132,0.000491931,0.0004479551],"domain_scores_gemma":[0.9956934,0.0002675248,0.0003398383,0.001663942,0.00123608,0.0007992177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002163215,0.0001328842,0.9525504,0.0002015991,0.0001705167,0.0001723092,0.00003631951,0.00001079533,0.0002902198,0.00001902699,0.04173079,0.004468808],"study_design_scores_gemma":[0.0006834958,0.0006538018,0.926221,0.0004979923,0.00009732773,0.000006244421,0.00002676052,0.001218654,0.002606836,0.00003076816,0.06773128,0.0002258121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590214,0.0004821173,0.00002894366,0.0003587252,0.0001187816,0.001077688,0.001104681,0.00001925315,0.03778839],"genre_scores_gemma":[0.9980217,0.0001801634,0.0001340863,0.0001029311,0.00004852674,0.00004797725,0.0004738953,0.00003779202,0.0009528997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03900031,"threshold_uncertainty_score":0.988458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649879954495894,"score_gpt":0.3585439219042754,"score_spread":0.3220451223593164,"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."}}