{"id":"W3197943224","doi":"10.21203/rs.3.rs-724060/v1","title":"Clinical Outcomes After Treatment With Direct Antiviral Agents: Beyond The Virological Response in Patients With Previous HCV-Related Decompensated Cirrhosis","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hepatitis C virus research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Centre Hospitalier Universitaire de Nantes; Sorbonne Université; Centre Hospitalier Universitaire de Rennes; Institut National de la Santé et de la Recherche Médicale; Hospices Civils de Lyon; Centre Hospitalier Universitaire de Nice","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Liver transplantation; Cirrhosis; Gastroenterology; Liver disease; Cohort; Cohort study; Transplantation; Hepatitis C","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005558512,0.0007544059,0.001899111,0.0008227534,0.0002520574,0.000285688,0.000595595,0.0009297782,0.0008700889],"category_scores_gemma":[0.002700831,0.0003856433,0.0005011184,0.001419543,0.001183878,0.0001274211,0.00140997,0.004450443,0.0001673012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491777,"about_ca_system_score_gemma":0.002075987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009848679,"about_ca_topic_score_gemma":0.001645136,"domain_scores_codex":[0.9816743,0.01022042,0.001224227,0.001851064,0.003421708,0.001608271],"domain_scores_gemma":[0.991704,0.003758357,0.0002119519,0.002359603,0.001375143,0.0005909236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03246755,0.00349974,0.9373766,0.0002017859,0.001161505,0.004118165,0.0007881697,0.00001810596,0.000003107359,0.000001732963,0.0001606328,0.02020293],"study_design_scores_gemma":[0.008781658,0.01099274,0.9763142,0.001467164,0.0001683507,0.000004631519,0.0001809973,0.0002257456,0.00001768918,0.00001443862,0.001425512,0.0004069127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875059,0.0005980814,0.000004614673,0.002375867,0.0001065323,0.006806998,0.0001999565,0.0001066304,0.002295395],"genre_scores_gemma":[0.9943795,0.001300719,0.0002730291,0.0002384293,0.00005931479,0.00183589,0.0005977327,0.0001464459,0.001168995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03893759,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080947887559656,"score_gpt":0.4304407038386929,"score_spread":0.3596312249630964,"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."}}