{"id":"W3158990760","doi":"10.3389/fpubh.2021.616870","title":"Alcohol Consumption and Perceptions of Health Risks During COVID-19: A Qualitative Study of Middle-Aged Women in South Australia","year":2021,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Australian Research Council; Australian Government","keywords":"Pandemic; Social distance; Environmental health; Public health; Consumption (sociology); Qualitative research; Medicine; Alcohol consumption; Social isolation; Distancing; Risk perception; Psychology; Coronavirus disease 2019 (COVID-19); Perception; Alcohol; Psychiatry; Disease; Nursing; Sociology","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":[0.004802575,0.000441274,0.000646062,0.0008593254,0.005414804,0.002092344,0.000949067,0.001097904,0.001667597],"category_scores_gemma":[0.008451551,0.0006737088,0.0002738587,0.001043075,0.005049495,0.002459624,0.003798041,0.002060624,0.0002175332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004192313,"about_ca_system_score_gemma":0.003628221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07350777,"about_ca_topic_score_gemma":0.1078326,"domain_scores_codex":[0.997462,0.001647382,0.0001007819,0.0001502355,0.0002023501,0.0004371367],"domain_scores_gemma":[0.9954365,0.002867096,0.0004858358,0.0001082088,0.0003936201,0.0007087757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001199735,0.00001789985,0.005457336,0.00005147848,0.000002862132,0.0002285094,0.9925597,0.000005768976,0.0002937423,0.000146185,0.000104694,0.001119892],"study_design_scores_gemma":[0.000001513997,0.00003911676,0.008041708,0.00007108161,0.00000273328,0.00006520433,0.9901334,0.00002371199,0.00006963316,0.00006624113,0.00147878,0.000006996735],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968461,0.0004364406,0.0002176195,0.001075051,0.00001566186,0.00005689263,0.00004681016,0.000002833876,0.001302517],"genre_scores_gemma":[0.9975655,0.0006778869,0.0001906224,0.0005313763,0.000008390258,0.00009528689,0.00002424953,0.000005228264,0.0009014487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07350777,"threshold_uncertainty_score":0.1461598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.335274243380311,"score_gpt":0.5122575517907803,"score_spread":0.1769833084104693,"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."}}