{"id":"W4399565899","doi":"10.1097/cld.0000000000000200","title":"A framework for approaching hepatitis C reinfection in people who use drugs","year":2024,"lang":"en","type":"article","venue":"Clinical Liver Disease","topic":"Hepatitis C virus research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatitis C; Virology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008953343,0.0001469605,0.0003833688,0.0001891604,0.00006731972,0.0001352474,0.0000927514,0.0001885636,0.000211252],"category_scores_gemma":[0.007113386,0.0001350172,0.000347582,0.0004133308,0.0001002769,0.0002772752,0.00009019396,0.0007667979,0.0002355252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619726,"about_ca_system_score_gemma":0.0003970302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007908971,"about_ca_topic_score_gemma":0.0001271211,"domain_scores_codex":[0.9979733,0.0002382805,0.0005198732,0.0005716751,0.0003364983,0.0003604077],"domain_scores_gemma":[0.9958997,0.002929668,0.00003532509,0.0004093417,0.00008553051,0.0006404592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005693925,0.0003969156,0.9096766,0.000709656,0.00006836552,0.0003069016,0.0005616874,0.000007860463,0.000001539357,0.00678824,0.003318605,0.07759425],"study_design_scores_gemma":[0.0008132371,0.0002842117,0.8836214,0.001316575,0.0001519332,0.000001625372,0.00002077349,0.09081145,0.000003028511,0.00354985,0.01924636,0.0001795237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745943,0.0009265085,0.01985424,0.001712737,0.0005423116,0.00146975,0.0001347134,0.0002080588,0.0005574014],"genre_scores_gemma":[0.9924675,0.001721856,0.002801991,0.0008279974,0.000711149,0.0002721693,0.00009220881,0.00005446247,0.001050683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09080359,"threshold_uncertainty_score":0.8515902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058761210163685,"score_gpt":0.4304932188753884,"score_spread":0.3246170978590199,"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."}}