{"id":"W4233393287","doi":"10.12688/f1000research.6368.1","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":15,"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":"Caffeine; Cirrhosis; Medicine; Pathogenesis; Ingestion; Liver disease; Hepatocellular carcinoma; Disease; Physiology; Bioinformatics; Pathology; Internal medicine; Biology","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":[0.001087267,0.0004447139,0.0007560328,0.000952808,0.0005753716,0.001938715,0.0007550321,0.002002924,0.05000659],"category_scores_gemma":[0.009491215,0.0001734932,0.001155897,0.000659902,0.0007540089,0.001852675,0.0008176916,0.002774882,0.01482065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006134321,"about_ca_system_score_gemma":0.001147291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420171,"about_ca_topic_score_gemma":0.006412379,"domain_scores_codex":[0.9994068,0.0001798517,0.00008626835,0.00007695584,0.0001903266,0.00005970581],"domain_scores_gemma":[0.9974161,0.001023903,0.0002739946,0.00007507646,0.000976002,0.0002349094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003106923,0.00002875027,0.0006621585,0.005866,0.0001388594,0.0002453805,0.0001739999,0.00003292985,0.0003634816,0.002359318,0.8586456,0.1311729],"study_design_scores_gemma":[0.00007740907,0.0001349541,0.003846942,0.004940487,0.0002066665,0.0007753209,0.000267961,0.00003679086,0.0004238927,0.002286731,0.9869785,0.00002442472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002542189,0.4918134,0.0008146677,0.2954993,0.156621,0.0001539496,0.003729106,0.0003598816,0.0484664],"genre_scores_gemma":[0.02151695,0.4952833,0.001233013,0.2777135,0.1156621,0.0002548847,0.001889514,0.0003324578,0.08611425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05000659,"threshold_uncertainty_score":0.1672887,"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."}}