{"id":"W2897436731","doi":"10.1002/hep.30315","title":"Colder Weather and Fewer Sunlight Hours Increase Alcohol Consumption and Alcoholic Cirrhosis Worldwide","year":2018,"lang":"en","type":"article","venue":"Hepatology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute on Alcohol Abuse and Alcoholism; California Health Care Safety Net Institute; Asociación Española para el Estudio del Hígado","keywords":"Binge drinking; Medicine; Per capita; Sunshine duration; Alcoholic liver disease; Population; Demography; Confounding; Alcohol; Environmental health; Alcohol consumption; Cirrhosis; Poison control; Injury prevention; Geography; Internal medicine; Meteorology; Chemistry; Relative humidity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003032683,0.0002125325,0.000457086,0.0002416046,0.0001942702,0.00002027721,0.00004579617,0.0002443706,0.001235382],"category_scores_gemma":[0.0001430605,0.0001887671,0.00004329526,0.0001229516,0.0006459284,0.00007416693,0.00006870293,0.0002247412,0.0004254921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005328872,"about_ca_system_score_gemma":0.00009400568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002912939,"about_ca_topic_score_gemma":0.0005449889,"domain_scores_codex":[0.9985451,0.0001707426,0.0002781344,0.000439043,0.000140405,0.0004266541],"domain_scores_gemma":[0.9988527,0.000208009,0.00009930269,0.000288366,0.0001252118,0.0004263562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003374065,0.00006993628,0.9833391,0.0001355018,0.00006292183,0.00006904471,0.0002820224,4.782289e-9,0.001422904,0.001016053,0.008854592,0.004410489],"study_design_scores_gemma":[0.003976454,0.0003913744,0.9334754,0.0001314571,0.0002353393,0.001312274,0.00003040732,0.0003495815,0.0009089328,0.0001286086,0.05880885,0.0002513436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914844,0.001788202,0.00004719616,0.003536932,0.0002532898,0.0006394623,0.000007971372,0.0001183127,0.002124207],"genre_scores_gemma":[0.9872704,0.0009227231,0.0004213458,0.01033933,0.0001902653,0.00006765398,0.00001598743,0.00003310255,0.0007391773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04995426,"threshold_uncertainty_score":0.9996776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216875886566253,"score_gpt":0.3679635414898986,"score_spread":0.295794782624236,"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."}}