{"id":"W3171396780","doi":"10.12927/hcpol.2021.26501","title":"Commentary: The COVID-19 Pandemic Is Not a Good Time to Weaken Restrictions on Alcohol Availability","year":2021,"lang":"en","type":"letter","venue":"Healthcare policy","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Betacoronavirus; Medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001030357,0.0006151262,0.00107347,0.0006443257,0.0008583229,0.00006570966,0.0003861535,0.001199506,0.00293262],"category_scores_gemma":[0.001572361,0.0004836964,0.0003838649,0.001032155,0.0001904707,0.00003850271,0.0002012285,0.004708823,0.005710635],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004257447,"about_ca_system_score_gemma":0.005612358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03273968,"about_ca_topic_score_gemma":0.0008677264,"domain_scores_codex":[0.9941949,0.001530035,0.0009192659,0.001131346,0.001001809,0.001222683],"domain_scores_gemma":[0.9940221,0.001747729,0.0003285929,0.002141963,0.0002910963,0.001468523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002050286,0.00008858453,0.005903053,0.001822391,0.0001034662,0.0001726369,0.0008366376,5.484002e-7,0.000009939231,0.00007373385,0.9883524,0.002431636],"study_design_scores_gemma":[0.001322684,0.000608972,0.009173212,0.0003894474,0.0001354891,0.0003965461,0.0000364984,0.00001031472,0.00000495201,0.00005524724,0.9875223,0.0003443402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001722644,0.0005434221,0.000007218811,0.9899486,0.0004280308,0.003907493,0.001260135,0.0003530949,0.001829388],"genre_scores_gemma":[0.002385173,0.0006767718,0.00006247326,0.9707395,0.008561642,0.0006591261,0.001174689,0.0001185619,0.01562201],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03187195,"threshold_uncertainty_score":0.9997615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484700209883542,"score_gpt":0.4566242055769254,"score_spread":0.2081541845885712,"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."}}