{"id":"W2234389608","doi":"10.1136/gutjnl-2014-307263.30","title":"OC-030 Effective Stratification Of Hepatocellular Carcinoma Risk In Primary Biliary Cirrhosis: Results Of A Multi-centre International Study","year":2014,"lang":"en","type":"article","venue":"Gut","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Alberta; University Health Network","funders":"Norgine","keywords":"Medicine; Hepatocellular carcinoma; Internal medicine; Gastroenterology; Primary biliary cirrhosis; Incidence (geometry); Ursodeoxycholic acid; Cirrhosis; Proportional hazards model; Milan criteria; Logistic regression; Liver transplantation; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005158564,0.000713109,0.0006934445,0.0008411342,0.0004712202,0.001165377,0.0005386444,0.0007108171,0.001695875],"category_scores_gemma":[0.007081379,0.000387635,0.001155388,0.001893869,0.0006583316,0.0005199755,0.000960352,0.000549979,0.0004541282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559982,"about_ca_system_score_gemma":0.0005901851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004657159,"about_ca_topic_score_gemma":0.003500195,"domain_scores_codex":[0.9970823,0.001755827,0.0001870082,0.000366935,0.0003053406,0.0003026228],"domain_scores_gemma":[0.9941617,0.001216133,0.00185423,0.0007831227,0.000746344,0.001238412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002704516,0.000122495,0.9944203,0.00003237054,0.0004406802,0.00005915628,0.0001323881,0.0000524348,0.0001889974,0.00002186027,0.0001515101,0.001673213],"study_design_scores_gemma":[0.0002181176,0.0006289798,0.9981926,0.00001001353,0.0002765848,0.0001085596,0.0001463627,0.00009047447,0.00004593308,0.00001970616,0.0002560519,0.000006581532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977899,0.0006511154,0.000176575,0.00008236888,0.0000135986,0.00004760667,0.0005947886,0.000006265688,0.0006378921],"genre_scores_gemma":[0.9989954,0.0001304808,0.00009736318,0.00003518937,0.00003075847,0.00002864599,0.0005378975,0.000005715768,0.0001385689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005158564,"threshold_uncertainty_score":0.0272814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451359006497468,"score_gpt":0.254248424669713,"score_spread":0.2397348346047384,"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."}}