{"id":"W4413112130","doi":"10.1371/journal.pone.0330204","title":"Development, feasibility, and acceptability of a smartphone-based ecological momentary assessment of minority stress and suicidal ideation among sexual and gender minority youth","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Suicidal ideation; Sexual minority; Psychology; Ecology; Clinical psychology; Poison control; Suicide prevention; Medicine; Environmental health; Biology; Social psychology; Sexual orientation","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":[0.02739195,0.000539129,0.000459112,0.0007670175,0.0006917841,0.001646165,0.00108988,0.0006963999,0.001048401],"category_scores_gemma":[0.02974501,0.0005443448,0.0009998741,0.0003716059,0.0005391951,0.001286418,0.002040541,0.0007616132,0.000356351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054425,"about_ca_system_score_gemma":0.002790846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002195572,"about_ca_topic_score_gemma":0.005188236,"domain_scores_codex":[0.9884366,0.007865542,0.001039161,0.0005548067,0.001623627,0.0004803411],"domain_scores_gemma":[0.9888695,0.003586886,0.001335703,0.001029155,0.0044629,0.0007158234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002103939,0.006188123,0.663692,0.001127303,0.0002452038,0.0003966053,0.02484291,0.0007042771,0.01042827,0.0003707425,0.00222754,0.2876731],"study_design_scores_gemma":[0.0008936712,0.02208898,0.9346145,0.0008230401,0.0002683304,0.0006884375,0.02127117,0.004675347,0.005677728,0.0004094111,0.008446634,0.000142708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983471,0.0001082767,0.005768942,0.0003475926,0.00003778687,0.007997598,0.000359849,0.000072476,0.001836545],"genre_scores_gemma":[0.9266835,0.000337377,0.05052434,0.0003336313,0.00004455665,0.02079196,0.0006190593,0.00001870163,0.0006468709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739195,"threshold_uncertainty_score":0.1448643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333733876410096,"score_gpt":0.3739539761590676,"score_spread":0.2405805885180579,"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."}}