{"id":"W2153794584","doi":"10.12688/f1000research.6368.2","title":"I drink for my liver, Doc: emerging evidence that coffee prevents cirrhosis","year":2015,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Adenosine and Purinergic Signaling","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; American Liver Foundation","keywords":"Cirrhosis; Caffeine; Pathogenesis; Hepatocellular carcinoma; Ingestion; Liver disease; Medicine; Fibrosis; Liver fibrosis; Disease; Physiology; Pathology; Internal medicine","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":[0.001159279,0.00037663,0.0007840392,0.0009111949,0.000509866,0.001800772,0.0005184052,0.001440338,0.01912522],"category_scores_gemma":[0.007913395,0.0001431284,0.0009674532,0.0007432151,0.0007948576,0.001580175,0.000711192,0.002112941,0.004314378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004334775,"about_ca_system_score_gemma":0.0009409317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078748,"about_ca_topic_score_gemma":0.004552363,"domain_scores_codex":[0.9993902,0.0002211525,0.00008476587,0.00009252689,0.0001545853,0.00005654033],"domain_scores_gemma":[0.9977849,0.001076633,0.0002996823,0.00006249709,0.0005750203,0.000201421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00125466,0.00009912154,0.003803885,0.02483765,0.0007839799,0.0007143868,0.0007432766,0.0000823602,0.001606143,0.007269625,0.4304544,0.5283505],"study_design_scores_gemma":[0.0001460075,0.0003939019,0.01485773,0.01192196,0.0008252212,0.001558183,0.0007273864,0.0000640497,0.0009792785,0.005474878,0.9630051,0.00004626536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003440673,0.859264,0.0005408557,0.09689242,0.02214338,0.00004382341,0.000867513,0.0001068729,0.01670046],"genre_scores_gemma":[0.03874616,0.8242747,0.001043128,0.07993714,0.03337689,0.00007798702,0.0006449263,0.0001143221,0.02178477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01912522,"threshold_uncertainty_score":0.06398022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675201582708638,"score_gpt":0.4002298142100478,"score_spread":0.232709655939184,"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."}}