{"id":"W2921127015","doi":"10.1136/bmjgast-2018-000241","title":"<i>PNPLA3</i> gene predicts clinical recovery after sustained virological response in decompensated hepatitis C cirrhosis","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; National Center for Research Resources; Valeant Pharmaceuticals International; National Institute of Diabetes and Digestive and Kidney Diseases; Gilead Sciences; Bristol-Myers Squibb","keywords":"Medicine; Cirrhosis; Internal medicine; Hepatitis C; Gastroenterology; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.00476118,0.0003487978,0.001352457,0.0004176841,0.00004632225,0.00008011162,0.0007251119,0.0004845473,0.003714415],"category_scores_gemma":[0.002274988,0.0003164609,0.000240651,0.0003256751,0.0002818703,0.0002733505,0.001280877,0.0009782095,0.001424266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084504,"about_ca_system_score_gemma":0.0004351889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075166,"about_ca_topic_score_gemma":0.001471148,"domain_scores_codex":[0.9925156,0.003223987,0.001435778,0.001062811,0.0005085117,0.001253268],"domain_scores_gemma":[0.9970523,0.0008791169,0.0002261398,0.001125603,0.0002167149,0.0005001181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1652279,0.000542408,0.8258594,0.00003534616,0.0001176418,0.002763366,0.00004204563,0.00001209881,0.001124406,0.000003752394,0.002947769,0.001323933],"study_design_scores_gemma":[0.0115287,0.01689376,0.9664648,0.0001171402,0.00004073285,0.0003243789,0.00003179016,0.000912146,0.00009910332,0.00004057777,0.003370299,0.0001765786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856582,0.00002638249,0.0001140775,0.006559425,0.0004303009,0.005428069,0.00008541556,0.00006241131,0.001635719],"genre_scores_gemma":[0.984125,0.0001832494,0.002184995,0.01100444,0.0001419022,0.0009072913,0.0001106334,0.00006380182,0.001278712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1536992,"threshold_uncertainty_score":0.9999288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844616455383308,"score_gpt":0.4013651129321037,"score_spread":0.3529189483782706,"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."}}