{"id":"W4224882434","doi":"10.14740/gr1506","title":"Seasonal Variations of Hospital Admissions for Alcohol-Related Hepatitis in the United States","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Demography; Mortality rate; Pediatrics; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002193839,0.00007197611,0.0001920581,0.0004914984,0.0003632211,0.000005966901,0.0001876817,0.00004763738,0.001098292],"category_scores_gemma":[0.0006279506,0.00005721194,0.00006798932,0.0005764777,0.0001521609,0.00002291683,0.0001202045,0.000750502,0.000007692555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107588,"about_ca_system_score_gemma":0.0002489958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313555,"about_ca_topic_score_gemma":0.00007459141,"domain_scores_codex":[0.997556,0.001049684,0.0002819054,0.0001939374,0.0004398271,0.0004787015],"domain_scores_gemma":[0.9985235,0.0007896035,0.00006377517,0.000225563,0.0002482483,0.0001493132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110038,0.0008364402,0.9539443,0.00007771395,0.00006872295,0.00003761996,0.001998076,0.0001266728,0.0001272831,0.001185494,0.04030401,0.0001835995],"study_design_scores_gemma":[0.003946965,0.004667727,0.9672438,0.00002840718,0.00002677584,0.00006720831,0.0008306052,0.01171567,0.000006358669,0.0004168844,0.01101303,0.00003657892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572051,0.00009532964,0.000154582,0.04091073,0.000116485,0.001315644,0.00013401,0.00001505572,0.00005307075],"genre_scores_gemma":[0.9949148,0.00009494495,0.0001783738,0.003125607,0.00002525452,0.0008177016,0.0006093823,0.00001196864,0.0002219699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03778512,"threshold_uncertainty_score":0.9998149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122780935829602,"score_gpt":0.4373318503535524,"score_spread":0.3145509145239504,"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."}}