{"id":"W7055248109","doi":"","title":"Associations between Public Health Measure Adherence and Changes in Alcohol Use among Older Canadians During the COVID-19 Pandemic from the Canadian Longitudinal Study on Aging (CLSA)","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada; Public Health Agency; Public Health Agency of Canada; McMaster University","keywords":"Binge drinking; Longitudinal study; Public health; Psychological intervention; Pandemic; Odds; Prospective cohort study; Alcohol; Marital status; Logistic regression","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001828344,0.0003724305,0.0004297598,0.001162424,0.001656447,0.0008403615,0.001217654,0.0005540116,0.001411364],"category_scores_gemma":[0.004811102,0.0002566962,0.0008972679,0.002718705,0.0003191433,0.0003333353,0.0008277845,0.0009830629,0.0001237739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008013711,"about_ca_system_score_gemma":0.01057705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648538,"about_ca_topic_score_gemma":0.9710718,"domain_scores_codex":[0.9988979,0.00009650988,0.00009502251,0.0001715913,0.0003889244,0.0003500225],"domain_scores_gemma":[0.9967481,0.0001884561,0.0009280316,0.0001903509,0.001475007,0.0004700421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005679795,0.00002016736,0.9973906,0.00001768038,0.00008337658,0.00000889759,0.00008655913,0.00005306783,0.00002485288,0.00002047936,0.0005076334,0.001730022],"study_design_scores_gemma":[0.000002396084,0.000008328159,0.9995477,0.000009701597,0.00002207068,0.000006428308,0.00009679948,0.00009746468,0.00001059005,0.00000486987,0.0001909753,0.000002735574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844782,0.000879354,0.0001777104,0.0004408989,0.0000247989,0.00005740893,0.01199342,0.00001661919,0.001931553],"genre_scores_gemma":[0.9922112,0.0003417314,0.0002373719,0.0001075157,0.00001495852,0.00004702862,0.006548478,0.000005104277,0.0004866248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03514618,"threshold_uncertainty_score":0.07070625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520862034427531,"score_gpt":0.3172081664218387,"score_spread":0.1651219629790857,"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."}}