{"id":"W3139241571","doi":"10.2196/24647","title":"A Gamified, Social Media–Inspired, Web-Based Personalized Normative Feedback Alcohol Intervention for Lesbian, Bisexual, and Queer-Identified Women: Protocol for a Hybrid Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Psychological intervention; Lesbian; Psychology; Clinical psychology; Sexual minority; Normative; Population; Randomized controlled trial; Transgender; Social psychology; Coping (psychology); Sexual orientation; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01624583,0.00391248,0.004766411,0.001792918,0.003170838,0.00301087,0.00332018,0.00539313,0.08335806],"category_scores_gemma":[0.01782138,0.002830969,0.00291827,0.001499541,0.002362139,0.003165109,0.002105235,0.006153852,0.01082739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003140063,"about_ca_system_score_gemma":0.01069115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005842,"about_ca_topic_score_gemma":0.005445356,"domain_scores_codex":[0.9926609,0.003679889,0.0007835809,0.0008826268,0.0008764616,0.001116425],"domain_scores_gemma":[0.9946074,0.001548769,0.0009183926,0.0008187274,0.001005947,0.001100772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7517684,0.08122584,0.001851476,0.0217174,0.001694559,0.000765254,0.001731785,0.003330959,0.004973538,0.006980251,0.03479253,0.08916805],"study_design_scores_gemma":[0.8800022,0.06069819,0.003877465,0.003789642,0.0007075329,0.0001390482,0.0004636907,0.001918876,0.001424668,0.004650584,0.04216688,0.0001611262],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002798695,0.0001081746,0.0007994028,0.0001228577,0.000119506,0.9948147,0.0005921951,0.00004500152,0.0005995567],"genre_scores_gemma":[0.001677661,0.00005817474,0.0009683085,0.00007734683,0.00001974596,0.9968843,0.0000541735,0.000002659166,0.000257647],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08335806,"threshold_uncertainty_score":0.2788605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4075350806554899,"score_gpt":0.5994686889175964,"score_spread":0.1919336082621065,"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."}}