{"id":"W2792142806","doi":"10.1093/jcag/gwy009.187","title":"A187 META-ANALYSIS AND SYSTEMATIC REVIEW OF NUTRITIONAL SCREENING AND ASSESSMENT TOOLS IN CIRRHOSIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Cirrhosis; Malnutrition; Medicine; Inclusion and exclusion criteria; Hepatocellular carcinoma; Population; Sarcopenia; Systematic review; Meta-analysis; Internal medicine; MEDLINE; Pediatrics; Pathology; Environmental health; Alternative 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":[0.01946203,0.00322059,0.02199246,0.01040065,0.0009336655,0.003794252,0.002093895,0.00239981,0.003541144],"category_scores_gemma":[0.05296697,0.001820563,0.03775259,0.01156274,0.0007761676,0.002341636,0.00201571,0.001890174,0.0003271742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004414374,"about_ca_system_score_gemma":0.007238031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009637666,"about_ca_topic_score_gemma":0.02185586,"domain_scores_codex":[0.9833008,0.009088522,0.004498823,0.001132067,0.001467078,0.0005126413],"domain_scores_gemma":[0.9695682,0.02283811,0.003943731,0.0008294452,0.002502512,0.0003180386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001564375,0.00003108112,0.003200251,0.529654,0.4526263,0.0001873493,0.00009207468,0.0005033912,0.0001789144,0.0001265055,0.0007079935,0.01112767],"study_design_scores_gemma":[0.000515903,0.0002051824,0.003668305,0.04680158,0.9465591,0.000110148,0.00004784756,0.000202303,0.0000930046,0.0001947644,0.001575238,0.00002675696],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003412082,0.9949093,0.0003641782,0.0001954178,0.0001537339,0.0003697022,0.000377622,0.0000177834,0.0002000486],"genre_scores_gemma":[0.1126408,0.8810026,0.002396934,0.0007508486,0.0003086553,0.001830262,0.0007476275,0.00002456408,0.0002977453],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02199246,"threshold_uncertainty_score":0.1029263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306282378903061,"score_gpt":0.2497471725751499,"score_spread":0.2266843487861193,"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."}}