{"id":"W2170271889","doi":"10.1002/hep.27032","title":"How does coffee prevent liver fibrosis? biological plausibility for recent epidemiological observations","year":2014,"lang":"en","type":"editorial","venue":"Hepatology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cirrhosis; Epidemiology; Odds ratio; Caffeine; Internal medicine; Confidence interval; Fibrosis; Confounding; Hepatocellular carcinoma; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006154834,0.0004136284,0.001260352,0.00007809221,0.0001388105,0.00002215035,0.0001939248,0.001924155,0.0001572193],"category_scores_gemma":[0.002355016,0.0002504883,0.0004038056,0.00008881009,0.0002469971,0.00007317392,0.00005434999,0.0006156199,0.00002579796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001622879,"about_ca_system_score_gemma":0.0003638622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000608534,"about_ca_topic_score_gemma":0.0001289835,"domain_scores_codex":[0.9972411,0.0005479329,0.0005005126,0.0009285348,0.000282533,0.0004994169],"domain_scores_gemma":[0.9937248,0.004744145,0.0003064761,0.0004958531,0.0004850128,0.0002437157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001653104,0.0003899073,0.04467508,0.00108927,0.0004531921,0.00004723417,0.0000436023,2.884279e-7,0.0001106392,0.001284276,0.949728,0.0005253741],"study_design_scores_gemma":[0.001675097,0.001047686,0.01490813,0.0001489321,0.001333962,0.00001215543,0.000009547437,0.0002112238,0.0001729769,0.002204003,0.9779555,0.00032076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07781509,0.002366239,0.006658812,0.0180084,0.8850199,0.004931809,0.004604903,0.0004350756,0.0001597861],"genre_scores_gemma":[0.1075754,0.02132428,0.006665329,0.001821154,0.8171911,0.001894333,0.04221124,0.00009676715,0.00122041],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06782876,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08059561526117434,"score_gpt":0.3221770042393534,"score_spread":0.2415813889781791,"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."}}