{"id":"W1735154031","doi":"10.1111/j.1478-3231.2011.02551.x","title":"Updated thresholds for alanine aminotransferase do not exclude significant histological disease in chronic hepatitis C","year":2011,"lang":"en","type":"article","venue":"Liver International","topic":"Hepatitis C virus research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Bristol-Myers Squibb","keywords":"Medicine; Gastroenterology; Internal medicine; Alanine aminotransferase; Odds ratio; Alanine transaminase; Confidence interval; Steatosis; Fibrosis; Fatty liver; Disease","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":[0.002247205,0.0003436712,0.0003409817,0.0006807305,0.0003389951,0.0006679218,0.0004912386,0.0005125954,0.001065015],"category_scores_gemma":[0.01306425,0.0002295231,0.000353137,0.000949702,0.0003952699,0.0008192933,0.0005656753,0.0007339487,0.0002180104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003871516,"about_ca_system_score_gemma":0.000595417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688431,"about_ca_topic_score_gemma":0.005937652,"domain_scores_codex":[0.9985026,0.0005597406,0.0002260449,0.0001756047,0.00036598,0.0001699712],"domain_scores_gemma":[0.9940223,0.002217688,0.002419037,0.0003550376,0.0005270258,0.0004588789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001770765,0.00001062217,0.9968852,0.00001303453,0.00002611286,0.00004074815,0.00002546175,0.0001004791,0.000125232,0.00002016645,0.0001051235,0.00247064],"study_design_scores_gemma":[0.00001349599,0.0001291317,0.9972758,0.00002433126,0.00004750012,0.0005128643,0.00008931663,0.001294812,0.0002119928,0.0001357536,0.0002599608,0.000005138484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975172,0.0007314801,0.0005236731,0.00009029382,0.00001920352,0.0000163351,0.000193694,0.0000141962,0.000893951],"genre_scores_gemma":[0.9993431,0.00005579942,0.000357433,0.00002321231,0.000009414994,0.000005498499,0.0001508271,0.000002435597,0.00005235281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003688431,"threshold_uncertainty_score":0.01188445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851165199672954,"score_gpt":0.3284931615207067,"score_spread":0.2399815095239772,"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."}}