{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002727743,0.0001403161,0.0003455779,0.0001034346,0.0002079925,0.00001722125,0.0001589831,0.0001242778,0.0008822872],"category_scores_gemma":[0.00008967901,0.0001243575,0.00008192426,0.00003852502,0.0001496954,0.00007501226,0.00003468586,0.0002173307,0.0001857448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007383353,"about_ca_system_score_gemma":0.0001532156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000721239,"about_ca_topic_score_gemma":0.0003481953,"domain_scores_codex":[0.9990311,0.00003810768,0.0002009411,0.0002108064,0.0002151778,0.0003039116],"domain_scores_gemma":[0.9989172,0.0000447579,0.0001158989,0.0006593532,0.00005997549,0.0002028054],"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":[0.002551687,0.002057546,0.1210935,0.01607954,0.001056487,0.001426828,0.0119319,0.00002612247,0.2964511,0.01520456,0.01694399,0.5151768],"study_design_scores_gemma":[0.006185848,0.0006497494,0.9422487,0.0006647956,0.0001777311,0.0001234178,0.00006466782,0.00163001,0.02105755,0.0001369317,0.02676461,0.000295965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850472,0.001280828,0.0001144711,0.009697479,0.0003832067,0.0004911889,0.00003980219,0.00007571318,0.002870139],"genre_scores_gemma":[0.9961671,0.0004997614,0.0001629312,0.001002793,0.0001187361,0.00002368199,0.00001123696,0.00002556453,0.001988246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8211553,"threshold_uncertainty_score":0.9660426,"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."}}