{"id":"W4288535482","doi":"10.1186/s13063-022-06539-8","title":"An intervention to reduce stigma and improve management of depression, risk of suicide/self-harm and other significant emotional or medically unexplained complaints among adolescents living in urban slums: protocol for the ARTEMIS project","year":2022,"lang":"en","type":"article","venue":"Trials","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council; National Institute of Mental Health; Medical Research Council; University College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; Department of Health and Social Care; National Institute of Mental Health and Neurosciences; King's College London; UK Research and Innovation; London School of Hygiene and Tropical Medicine","keywords":"Medicine; Suicidal ideation; Mental health; Patient Health Questionnaire; Psychiatry; Suicide prevention; Cohort; Poison control; Depression (economics); Environmental health; Anxiety; Depressive symptoms","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":[0.01334374,0.002474791,0.002545426,0.001440856,0.002624649,0.001539995,0.003282317,0.00337493,0.04350423],"category_scores_gemma":[0.01403573,0.001497705,0.003500646,0.001022903,0.001964657,0.001311809,0.002662655,0.003995799,0.004188837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00364032,"about_ca_system_score_gemma":0.01730986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004701363,"about_ca_topic_score_gemma":0.005656016,"domain_scores_codex":[0.992709,0.004353507,0.0006722791,0.0006419161,0.0005667862,0.00105644],"domain_scores_gemma":[0.9937161,0.001675829,0.0009050669,0.0007451281,0.001471878,0.001486043],"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":[0.4472652,0.1310665,0.007734493,0.04275936,0.001757409,0.001069042,0.005304526,0.008649894,0.005189136,0.006920861,0.03808216,0.3042013],"study_design_scores_gemma":[0.708037,0.151364,0.02664976,0.01039955,0.001911441,0.0001887625,0.002398971,0.003632548,0.0051201,0.005396847,0.08461232,0.0002886506],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01076884,0.00009694938,0.0009514315,0.0002498025,0.0001188518,0.9855412,0.001029902,0.00005959439,0.00118354],"genre_scores_gemma":[0.005435063,0.00008023032,0.002442997,0.0001303581,0.00001963844,0.9912871,0.000162867,0.000002697173,0.0004390349],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04350423,"threshold_uncertainty_score":0.1455362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114631797020304,"score_gpt":0.4299731748265248,"score_spread":0.3185099951244943,"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."}}