{"id":"W4392954378","doi":"10.2196/55210","title":"Providing Lesbian, Gay, Bisexual, Transgender, Nonbinary, and Queer Adolescents With Nurturance, Trustworthiness, and Safety: Protocol for Pilot Cluster Randomized Controlled Trial Design","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health; MetroWest Health Foundation","keywords":"Transgender; Lesbian; Psychology; Sexual minority; Focus group; Queer; Intervention (counseling); Clinical psychology; 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":[0.04178933,0.005891362,0.008801661,0.003416053,0.00475724,0.00492807,0.003686236,0.007217492,0.08389775],"category_scores_gemma":[0.03659791,0.003482711,0.004418768,0.003992276,0.004243299,0.004107781,0.002260303,0.009824678,0.01186284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005881991,"about_ca_system_score_gemma":0.02296878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389448,"about_ca_topic_score_gemma":0.007765925,"domain_scores_codex":[0.9753752,0.01401532,0.003087956,0.001999738,0.002527057,0.002994668],"domain_scores_gemma":[0.980634,0.00504903,0.003881031,0.002184762,0.005420871,0.002830262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7265831,0.05737539,0.002086992,0.04367621,0.003004712,0.0004547293,0.002248622,0.004394876,0.004021318,0.009845008,0.04647202,0.09983699],"study_design_scores_gemma":[0.8861652,0.0439963,0.003066868,0.007069383,0.001076405,0.00007975124,0.0004930443,0.002494188,0.001681457,0.004152208,0.0495359,0.0001894129],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007674197,0.00007837118,0.0005811762,0.0000621278,0.00009592362,0.9977658,0.0003335449,0.00004421806,0.0002713882],"genre_scores_gemma":[0.0006243401,0.00003932119,0.001212135,0.00003741117,0.00001158039,0.9979379,0.00002442642,0.000001983531,0.0001109146],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08389775,"threshold_uncertainty_score":0.2806659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3862353881298791,"score_gpt":0.5867371121814854,"score_spread":0.2005017240516063,"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."}}