{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000489691,0.00008061207,0.0001402264,0.0001281461,0.00003252422,0.00001781782,0.00006417166,0.00004808713,0.007426696],"category_scores_gemma":[0.0002171749,0.00007345403,0.00006262797,0.0001520998,0.00006567194,0.0001260646,0.00006709755,0.0001295191,0.00009530249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568115,"about_ca_system_score_gemma":0.00001857184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969639,"about_ca_topic_score_gemma":0.0000715857,"domain_scores_codex":[0.9991758,0.00003524348,0.0001694893,0.0001825661,0.0003532106,0.00008366108],"domain_scores_gemma":[0.9995008,0.0000906876,0.00007335057,0.00008926155,0.0001302466,0.0001157188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003121556,0.00005455922,0.9673883,0.00001588778,0.0001058492,0.000004886074,0.0004080417,0.000002849225,0.0003753371,0.0001348884,0.004720962,0.02675722],"study_design_scores_gemma":[0.0004294275,0.00017406,0.9571739,0.00001963909,0.00002997693,0.00000292656,0.00000307342,0.008219338,0.001804173,0.00001391684,0.0320712,0.00005829696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901429,0.00005301089,0.0001441599,0.001527902,0.00006209693,0.00009151018,0.0001842071,0.0000332754,0.007760953],"genre_scores_gemma":[0.9978012,0.001014593,0.0002165,0.0002202072,0.0001656294,0.00002188296,0.0001223597,0.00001122256,0.000426372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02735024,"threshold_uncertainty_score":0.9934806,"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."}}