{"id":"W3087743648","doi":"10.1111/liv.14670","title":"Peri‐complication diagnosis of hepatitis C infection: Risk factors and trends over time","year":2020,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; Toronto Public Health; Public Health Ontario; University of Toronto; University Health Network","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Complication; Cirrhosis; Hepatitis C; Retrospective cohort study; Cohort; Hepatocellular carcinoma; Diabetes mellitus; Internal medicine; Pediatrics; Surgery","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":[0.0004609623,0.0001595742,0.0002316899,0.0008605439,0.0005880158,0.0007556775,0.0005453707,0.0003727844,0.001594125],"category_scores_gemma":[0.002538484,0.0001759961,0.0004569473,0.002151381,0.0002963227,0.0004866518,0.0004776157,0.0006824024,0.0001528244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542904,"about_ca_system_score_gemma":0.001677283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2365315,"about_ca_topic_score_gemma":0.2998282,"domain_scores_codex":[0.9995193,0.00004893617,0.00004646804,0.0001043768,0.0001432447,0.0001376043],"domain_scores_gemma":[0.9970856,0.0002098842,0.001790636,0.0000816565,0.000448152,0.0003841276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000147809,0.000006441263,0.9993218,0.000005412806,0.000009232854,0.0000209743,0.00004455008,0.000009898475,0.00002107572,0.000005843827,0.00006046412,0.0004794722],"study_design_scores_gemma":[5.919889e-7,0.000008552599,0.999673,0.00000492816,0.000003858795,0.00005554686,0.0001178062,0.00004459814,0.000006190637,0.00000379091,0.00007992998,0.000001132955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960909,0.001051056,0.00008371208,0.0003039356,0.00001031154,0.00001247853,0.001604614,0.000006888026,0.000836066],"genre_scores_gemma":[0.9988264,0.0003153203,0.00004852844,0.00002774185,0.00001004381,0.000006147692,0.000620133,0.000001917919,0.0001437177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2365315,"threshold_uncertainty_score":0.4703094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773398130631063,"score_gpt":0.3182693549439617,"score_spread":0.2805353736376511,"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."}}