{"id":"W2411207071","doi":"10.1159/000458662","title":"Dynamic Changes of Serum Gamma-Glutamyl Transferase inChronic Alcoholism","year":2017,"lang":"en","type":"article","venue":"Enzyme","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Gamma-glutamyltransferase; Alkaline phosphatase; Internal medicine; Abstinence; Alanine aminotransferase; Chronic alcoholism; Transferase; Medicine; Endocrinology; Gastroenterology; Chemistry; Biochemistry; Enzyme; Psychiatry","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":[0.0002822469,0.0002046452,0.0003229333,0.0008458964,0.0002202079,0.0003880502,0.000134789,0.0002865408,0.0007409207],"category_scores_gemma":[0.001877151,0.0001441826,0.0001297821,0.000585516,0.0002581993,0.0003009002,0.0002629285,0.0002642545,0.0001850083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627639,"about_ca_system_score_gemma":0.0001222151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377716,"about_ca_topic_score_gemma":0.001634236,"domain_scores_codex":[0.9997228,0.00005961378,0.0000315021,0.00005316215,0.00006742492,0.00006553078],"domain_scores_gemma":[0.999198,0.0001406581,0.0004013619,0.00004030577,0.00009543527,0.000124205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004614138,0.00003059624,0.9909877,0.0000104138,0.00002285531,0.000483647,0.0002160735,0.00005252445,0.002403888,0.00001683903,0.00004724665,0.005266778],"study_design_scores_gemma":[0.000003666041,0.0001421272,0.9977266,0.00000294657,0.00001490383,0.00116484,0.0001058452,0.00009145363,0.000511142,0.00001836107,0.0002150796,0.000002981514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990552,0.0003560417,0.00005759154,0.00001708968,0.000002943544,0.000002795814,0.00005004461,0.000003690246,0.0004545444],"genre_scores_gemma":[0.9996668,0.00009901906,0.00002708161,0.000008478855,0.000006506217,0.00000155547,0.00006784763,7.234737e-7,0.0001219466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001377716,"threshold_uncertainty_score":0.00273937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07237638994257599,"score_gpt":0.3865710914718973,"score_spread":0.3141947015293213,"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."}}