{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002437641,0.0001828126,0.0002045574,0.0005907791,0.0002182487,0.0003439467,0.0001188463,0.0001816111,0.003355336],"category_scores_gemma":[0.0009152047,0.0001569512,0.0003770081,0.0009573528,0.0002289358,0.0002366005,0.0004044398,0.0003923491,0.0002930125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360382,"about_ca_system_score_gemma":0.0001269667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005265783,"about_ca_topic_score_gemma":0.006402216,"domain_scores_codex":[0.9998153,0.00006501083,0.00001952353,0.00003884018,0.00003140093,0.00002999173],"domain_scores_gemma":[0.9990958,0.00008756052,0.0005212777,0.00006969844,0.00008431525,0.0001413103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003323023,0.000009460467,0.9978302,0.000008774629,0.00005765032,0.00002793075,0.00002589691,0.00003107445,0.0002432209,0.00001310889,0.00007011972,0.00164929],"study_design_scores_gemma":[4.845331e-7,0.000007357889,0.9997855,0.000002803681,0.00001118369,0.00003540352,0.00002970264,0.00002354837,0.00001609751,0.0000144167,0.00007287139,7.13263e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997261,0.001294281,0.0001778318,0.0001200204,0.00001087439,0.000003832707,0.0003334175,0.00000992824,0.0007889092],"genre_scores_gemma":[0.998801,0.0005703247,0.00009515085,0.00002719182,0.00002429302,0.000002627224,0.0002635729,0.00000336686,0.0002124446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005265783,"threshold_uncertainty_score":0.01122469,"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."}}