{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006694526,0.0001331212,0.0002120705,0.0004210319,0.000297286,0.000418058,0.0001845574,0.0002311437,0.0008654972],"category_scores_gemma":[0.002285492,0.0001091964,0.0002617929,0.0004062531,0.000252924,0.0003430764,0.0003557285,0.0003802559,0.0001668698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657408,"about_ca_system_score_gemma":0.0002377327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076575,"about_ca_topic_score_gemma":0.001524903,"domain_scores_codex":[0.9996659,0.00009176168,0.00004781755,0.0000488663,0.00006846937,0.00007722012],"domain_scores_gemma":[0.9973094,0.0004467998,0.001616985,0.0001107227,0.0002029302,0.0003130507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003716402,0.00002043744,0.9964978,0.000008117341,0.00001211888,0.0003186679,0.00005198342,0.00004042932,0.0002153973,0.000007204663,0.00002218103,0.002433873],"study_design_scores_gemma":[0.000007768697,0.0003659465,0.9969041,0.000008307354,0.00002733864,0.001907797,0.0001139082,0.0002318839,0.0002345515,0.00002292055,0.0001707573,0.000004761603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993325,0.000280216,0.0000540596,0.00001620124,0.000001534722,0.000003566603,0.00004257174,0.000001841557,0.0002674775],"genre_scores_gemma":[0.9997608,0.00005951255,0.00002820038,0.000005526694,0.000004242117,0.000001482273,0.00008077105,6.68923e-7,0.00005870774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001076575,"threshold_uncertainty_score":0.003540456,"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."}}