{"id":"W3157940809","doi":"10.1111/liv.14914","title":"Long‐term evolution of LI‐RADS observations in HCV‐related cirrhosis treated with direct‐acting antivirals","year":2021,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Hazard ratio; Hepatocellular carcinoma; Internal medicine; Proportional hazards model; Cirrhosis; Tumor progression; Gastroenterology; Oncology; Nuclear medicine; Confidence interval; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0001598591,0.0001038129,0.0002144165,0.0002893726,0.00003459774,0.00002144147,0.0001035367,0.0000858584,0.0007347437],"category_scores_gemma":[0.0003398431,0.00009812809,0.00006303007,0.000592632,0.00006423086,0.0002383139,0.00006011113,0.0002203537,0.00003465476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382042,"about_ca_system_score_gemma":0.0002218018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006709,"about_ca_topic_score_gemma":0.0007316908,"domain_scores_codex":[0.998637,0.00008776209,0.0003279007,0.0002518617,0.000516372,0.0001790924],"domain_scores_gemma":[0.9990136,0.0001122623,0.0001019655,0.0001798103,0.0005329991,0.00005936278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009696389,0.0002771395,0.9826851,0.00003691042,0.000201907,0.0003114307,0.0002840828,0.00002759521,0.008919576,0.0004973742,0.0000936361,0.006568309],"study_design_scores_gemma":[0.001364391,0.00009151849,0.9844744,0.0004837048,0.00003739819,0.00001864534,0.0000503633,0.003742158,0.009275636,0.00002357874,0.0003469174,0.00009131637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637362,0.0002103146,0.0003011599,0.0006060974,0.00008642969,0.0001866783,0.0000434403,0.0000376002,0.03479211],"genre_scores_gemma":[0.9960402,0.0001307004,0.0004678663,0.00005220212,0.00004790522,0.0000207692,0.0001977427,0.00001829548,0.003024298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03230406,"threshold_uncertainty_score":0.8044928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05210092309182736,"score_gpt":0.3210057603731862,"score_spread":0.2689048372813589,"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."}}