{"id":"W4309921296","doi":"10.32920/21618855","title":"An Evaluation of Potential Unintended Consequences of a Nicotine Product Standard: A Focus on Drinking History and Outcomes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nicotine; Binge drinking; Medicine; Moderation; Smoking cessation; Smoke; Alcohol; Demography; Poison control; Psychology; Environmental health; Injury prevention; Internal medicine; Chemistry","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":[0.01531843,0.000463673,0.0006277858,0.0004321756,0.0004448038,0.0005592542,0.0006555589,0.0006075528,0.001774185],"category_scores_gemma":[0.01785001,0.0002345966,0.001757564,0.0005211279,0.0006040041,0.0008288568,0.0008407175,0.0007786879,0.0001366577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086946,"about_ca_system_score_gemma":0.002232987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578877,"about_ca_topic_score_gemma":0.008622319,"domain_scores_codex":[0.9920734,0.005843887,0.0002963532,0.0004392466,0.001106342,0.0002408441],"domain_scores_gemma":[0.9852479,0.008029104,0.003592802,0.0009319863,0.001347484,0.0008506957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0138207,0.003414133,0.9147297,0.001063009,0.002772038,0.0001241696,0.0004409848,0.0006439803,0.001377535,0.0006700695,0.0006321748,0.06031161],"study_design_scores_gemma":[0.0002860254,0.01739913,0.9761988,0.0001562501,0.001821849,0.00008124227,0.0003242963,0.001112483,0.001229278,0.0004107845,0.0009589698,0.00002074874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955759,0.001570823,0.0006404704,0.0003682812,0.00003103813,0.0003178071,0.0003320634,0.000006927986,0.001156679],"genre_scores_gemma":[0.9972035,0.0004622953,0.0009851852,0.0002368469,0.00002885461,0.0003535804,0.0002122283,0.000004394311,0.0005131261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531843,"threshold_uncertainty_score":0.08101255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06628530180751394,"score_gpt":0.3544286263839818,"score_spread":0.2881433245764679,"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."}}