{"id":"W3181826015","doi":"10.1016/j.ypmed.2021.106718","title":"The cumulative effect of multiple dimensions of lifestyle on risky drinking during the Covid-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Instituto de Salud Carlos III; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Environmental health; Psychological intervention; Odds ratio; Logistic regression; Odds; Pandemic; Demography; Coronavirus disease 2019 (COVID-19); Gerontology; 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":[0.0009062181,0.0002436969,0.0004319065,0.0006373173,0.0005952275,0.001035237,0.0002871381,0.0007901807,0.001777489],"category_scores_gemma":[0.003444475,0.0003319229,0.0009137252,0.0008218419,0.0003635331,0.0005293959,0.00158477,0.001562944,0.000161807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051052,"about_ca_system_score_gemma":0.0009981637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02189976,"about_ca_topic_score_gemma":0.05212058,"domain_scores_codex":[0.9993371,0.0002099841,0.00004523814,0.00008619868,0.00009573645,0.0002256151],"domain_scores_gemma":[0.9974897,0.0003913096,0.0007363841,0.0001894452,0.0002454686,0.000947666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002794996,0.0001065861,0.9921855,0.0000183948,0.0001392619,0.00005659958,0.0002259803,0.0001281737,0.0002463263,0.00005440482,0.0001037437,0.00645548],"study_design_scores_gemma":[8.291478e-7,0.00004948405,0.9995951,0.00000550914,0.00001189684,0.00001399566,0.0001860237,0.00004778135,0.00001225022,0.00001768536,0.00005647743,0.000002950003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973428,0.0007652811,0.00006347069,0.0004799992,0.00003021133,0.0000130929,0.0003460397,0.000003387569,0.0009557721],"genre_scores_gemma":[0.9991365,0.0003647982,0.00006306307,0.00005789461,0.00003083804,0.000006532352,0.0001597305,0.000001623518,0.0001789787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02189976,"threshold_uncertainty_score":0.04354459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064418219784455,"score_gpt":0.3796748573361852,"score_spread":0.3390306751383406,"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."}}