{"id":"W6920374955","doi":"10.60692/hn3bw-2t972","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":"Greater South Information System","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Medical Research Council","keywords":"Mental health; Suicidal ideation; Intervention (counseling); Cohort; Suicide prevention; Stigma (botany); Depression (economics); Poison control; Slum","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":[0.01095577,0.00225352,0.002606468,0.001330267,0.002610756,0.001481107,0.002923671,0.002849906,0.0476014],"category_scores_gemma":[0.01199402,0.001578017,0.003413392,0.0009888512,0.001466382,0.001303626,0.002580977,0.004140998,0.004559408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326044,"about_ca_system_score_gemma":0.0157063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258051,"about_ca_topic_score_gemma":0.006532494,"domain_scores_codex":[0.9942554,0.003285758,0.0006023924,0.0005016602,0.0004230831,0.0009317152],"domain_scores_gemma":[0.9947618,0.001427722,0.0007178904,0.0005962198,0.001174999,0.001321285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3647119,0.1342912,0.00743958,0.04888318,0.001724121,0.001272629,0.005787213,0.008012769,0.005454469,0.007105339,0.04448888,0.3708286],"study_design_scores_gemma":[0.6800412,0.136043,0.0332661,0.01362354,0.002020952,0.0002414829,0.003188807,0.003747088,0.005485631,0.006573338,0.1154277,0.0003411255],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01156766,0.0001273374,0.0009374627,0.0002858758,0.0001297849,0.9841322,0.001253273,0.00006296342,0.001503557],"genre_scores_gemma":[0.005079702,0.0001028395,0.002500587,0.0001439903,0.00002132322,0.9913983,0.0002040576,0.000003087158,0.000546148],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0476014,"threshold_uncertainty_score":0.1592426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04774125731229859,"score_gpt":0.3189888195158309,"score_spread":0.2712475622035323,"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."}}