{"id":"W6907288116","doi":"10.20381/ruor-27579","title":"Alcohol and cannabis use during the COVID-19 pandemic among transgender, gender-diverse, and cisgender adults in Canada","year":2022,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cannabis; Logistic regression; Odds; Marital status; Odds ratio; Alcohol; Poison control; Ordered logit","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000132423,0.0004996053,0.0005871953,0.0007646919,0.0003493036,0.00003848139,0.0007273583,0.0002644796,0.0091026],"category_scores_gemma":[0.00002476197,0.0005429185,0.0001032,0.0005507875,0.0005394498,0.0007357958,0.0006467756,0.0006996356,0.000005946071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008507455,"about_ca_system_score_gemma":0.002216255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9281936,"about_ca_topic_score_gemma":0.9718805,"domain_scores_codex":[0.9973984,0.0004261655,0.0002577188,0.0008462054,0.000544271,0.0005272698],"domain_scores_gemma":[0.9984295,0.0001253673,0.0003832525,0.0005711417,0.00001201572,0.0004787294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316788,0.0000227109,0.61101,0.0003094669,0.0001880072,0.00059955,0.001626129,0.00008536627,0.000004752195,0.00003321784,0.3859597,0.00002949319],"study_design_scores_gemma":[0.003401273,0.0000178713,0.4138398,0.00004216332,0.00008896627,0.00006108829,0.01541641,0.00004530542,0.000001996521,0.00001033634,0.5664808,0.0005939752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969486,0.002056934,0.000004972097,0.0003378993,0.0001856568,0.001572595,0.01216734,0.0004249069,0.08630106],"genre_scores_gemma":[0.6995648,0.00181472,0.0001999143,0.0007049799,0.00007138008,0.00000394672,0.0006438551,0.0009400811,0.2960563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2097553,"threshold_uncertainty_score":0.9997022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010185437992665,"score_gpt":0.2014528914027609,"score_spread":0.1713510370228342,"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."}}