{"id":"W4220955317","doi":"10.3138/canlivj-2021-0036","title":"Birth cohort hepatitis C antibody prevalence in real-world screening settings in Ontario","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sinai Health System; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Cohort; Cohort study; Hepatitis C; Population; Demography; Pediatrics; Environmental health; Immunology; Internal medicine","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014637,0.0001459653,0.0003087859,0.001774392,0.0003196438,0.00006628763,0.0002779759,0.00004871055,0.01111658],"category_scores_gemma":[0.000150877,0.0001696376,0.00007048795,0.0008191165,0.00006370613,0.0002077385,0.00008757565,0.002337734,0.00003342053],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006212492,"about_ca_system_score_gemma":0.005387277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837861,"about_ca_topic_score_gemma":0.9985366,"domain_scores_codex":[0.9974475,0.0002779546,0.000441198,0.0002994412,0.0007150253,0.0008188634],"domain_scores_gemma":[0.9985805,0.0000649307,0.00009092416,0.000235578,0.00009830394,0.0009297282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003776048,0.00002683489,0.977623,0.00003345354,0.00002579258,0.01250288,0.001139631,0.00007801261,0.00005108832,0.00003143785,0.003331424,0.005118647],"study_design_scores_gemma":[0.000827991,0.0001424724,0.919136,0.0002590053,0.00001289747,0.0004753126,0.0001024925,0.0007738181,0.000008432805,0.0000163916,0.07809667,0.0001484715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812723,0.0002623044,0.00001070696,0.001090211,0.0001534788,0.0004455781,0.00005434205,0.00001126802,0.01669984],"genre_scores_gemma":[0.9877848,0.0006640958,0.0005816649,0.00110429,0.0001050521,0.00002810878,0.00003161825,0.00003362806,0.009666726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07476525,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988617372879149,"score_gpt":0.3002817969246957,"score_spread":0.2703956231959042,"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."}}