{"id":"W2945313249","doi":"10.1080/19359705.2019.1611686","title":"Mental health service utilization in a sexually diverse, representative sample of high school students","year":2019,"lang":"en","type":"article","venue":"Journal of Gay & Lesbian Mental Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Mental health; Sample (material); Psychology; Mental health service; Sexually active; Service (business); Medicine; Psychiatry; Environmental health; Population; Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003818202,0.0003130671,0.001162125,0.0004782838,0.0006155231,0.00001238307,0.0004949689,0.0001536475,0.0007917429],"category_scores_gemma":[0.000135185,0.0002654678,0.0001081141,0.0008061341,0.00007457384,0.0005010837,0.0003080233,0.001316488,0.0001737162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002493267,"about_ca_system_score_gemma":0.002925058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008281266,"about_ca_topic_score_gemma":0.002130061,"domain_scores_codex":[0.9924081,0.002150963,0.002610544,0.0005296564,0.001377656,0.0009230948],"domain_scores_gemma":[0.9948304,0.0002158092,0.003310576,0.000431646,0.0004552047,0.0007563063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001985085,0.002254548,0.91694,0.002574884,0.0001023064,0.000006206162,0.05266962,0.00005526488,0.0003404787,0.0002880328,0.01942006,0.003363514],"study_design_scores_gemma":[0.00843925,0.00300854,0.8455958,0.003026707,0.00001051101,0.00002477322,0.1312689,0.00005039839,0.00006337535,0.000294472,0.007943171,0.0002741027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736677,0.0008303454,0.0001754357,0.01860606,0.003132346,0.003037557,0.000334595,0.00002285026,0.0001930619],"genre_scores_gemma":[0.9851,0.00168348,0.001537099,0.009424931,0.0004931408,0.00001102825,0.000180322,0.00005601997,0.001514027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07859929,"threshold_uncertainty_score":0.9999797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513890992736888,"score_gpt":0.5006442775736697,"score_spread":0.3492551782999809,"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."}}