{"id":"W3204539658","doi":"10.1093/ntr/ntab201","title":"Assessing Sex, Gender Identity, Sexual Orientation, Race, Ethnicity, Socioeconomic Status, and Mental Health Concerns in Tobacco Use Disorder Treatment Research: Measurement Challenges and Recommendations From a Society for Research on Nicotine and Tobacco Pre-conference Workshop","year":2021,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Cancer Institute; National Institute on Drug Abuse; Center for Tobacco Products; Food and Drug Administration; National Institutes of Health","keywords":"Sexual orientation; Socioeconomic status; Ethnic group; Mental health; Race (biology); Psychology; Nicotine; Sexual minority; Clinical psychology; Tobacco use; Health equity; Gender identity; Smoking cessation; Psychiatry; Environmental health; Medicine; Public health; Social psychology; Political science; Sociology; Gender studies","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6494477,0.001774959,0.003564937,0.007307505,0.01476657,0.02311556,0.007271498,0.005861856,0.003325602],"category_scores_gemma":[0.6514648,0.00345318,0.005295815,0.009697722,0.01148674,0.0256338,0.03494955,0.02155447,0.001207597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01748552,"about_ca_system_score_gemma":0.1063518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02279845,"about_ca_topic_score_gemma":0.05997334,"domain_scores_codex":[0.4101299,0.4685982,0.06039845,0.008128685,0.04532175,0.007422867],"domain_scores_gemma":[0.2502474,0.4400684,0.05319731,0.04077191,0.1891197,0.02659528],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002634114,0.0008102287,0.1793364,0.01047271,0.001208474,0.0003205136,0.08073941,0.0008802006,0.0008168728,0.01427401,0.105099,0.6057787],"study_design_scores_gemma":[0.0005319436,0.002761052,0.1869957,0.07204164,0.001566462,0.0007879745,0.3226945,0.005560187,0.002805188,0.1131609,0.2899839,0.001110459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03761707,0.02323117,0.04018383,0.8753515,0.008431589,0.004870004,0.0007532925,0.0002628122,0.009298669],"genre_scores_gemma":[0.3812363,0.04447421,0.3634969,0.1641963,0.00465422,0.03523351,0.002285278,0.0005188282,0.003904482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3505523,"threshold_uncertainty_score":0.4322934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5395134751988516,"score_gpt":0.5325515396729742,"score_spread":0.006961935525877427,"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."}}