{"id":"W2903760043","doi":"10.1002/cld.649","title":"PRO: Patients With Hepatitis C Virus With Pretreatment Metavir Stage 3 Fibrosis Do Not Require Hepatocellular Carcinoma Surveillance After Sustained Virological Response","year":2018,"lang":"en","type":"review","venue":"Clinical Liver Disease","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hepatocellular carcinoma; Medicine; Stage (stratigraphy); Hepatitis C virus; Fibrosis; Virology; Hepatitis a virus; Gastroenterology; Virus; Internal medicine; Oncology; Biology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001968096,0.001416784,0.004211313,0.0003560168,0.0002320042,0.000174732,0.0006671757,0.0008434869,0.00185875],"category_scores_gemma":[0.002951485,0.0008541747,0.00137068,0.0008022949,0.001716892,0.0003014466,0.0006014782,0.001347112,0.0007803485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009113955,"about_ca_system_score_gemma":0.003208954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003075282,"about_ca_topic_score_gemma":0.0001426983,"domain_scores_codex":[0.9871786,0.004596567,0.002076777,0.002611643,0.002162516,0.001373943],"domain_scores_gemma":[0.9901911,0.002318904,0.0008308468,0.002845106,0.001071405,0.002742612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0585552,0.002665881,0.8563676,0.01059917,0.001198781,0.01090904,0.00003189293,9.185705e-8,8.87117e-8,0.000006517878,0.0004849492,0.05918082],"study_design_scores_gemma":[0.004057674,0.009722557,0.5348161,0.005083496,0.002746447,0.000006475097,0.000002660504,0.00004918799,8.639447e-7,0.000002335202,0.4426118,0.0009003454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4198438,0.5648438,0.0000307432,0.00008864175,0.0001224419,0.008512814,0.006298964,0.000173623,0.0000851588],"genre_scores_gemma":[0.2057502,0.7859883,0.0005378064,0.0003381039,0.0003949069,0.002346587,0.001458981,0.0003095422,0.002875593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4421269,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940061197482234,"score_gpt":0.3720673979170771,"score_spread":0.2926667859422548,"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."}}