{"id":"W4284667373","doi":"10.21203/rs.3.rs-1550030/v1","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":"preprint","venue":"Research Square","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; UK Research and Innovation","keywords":"Harm; Depression (economics); Stigma (botany); Intervention (counseling); Psychiatry; Psychology; Clinical psychology; Medicine; Social psychology","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":[0.01367447,0.002330044,0.002352432,0.001354324,0.002650989,0.001509834,0.003111491,0.003122162,0.04189703],"category_scores_gemma":[0.01389575,0.001369845,0.003322302,0.00100703,0.001893564,0.001136805,0.002528129,0.003699666,0.004034982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515455,"about_ca_system_score_gemma":0.01729179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004595231,"about_ca_topic_score_gemma":0.005115714,"domain_scores_codex":[0.9927417,0.004460413,0.0006649318,0.0005837412,0.0005462615,0.001002858],"domain_scores_gemma":[0.9932969,0.001803196,0.0009304913,0.0008194843,0.001583871,0.001566101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4091078,0.1476231,0.008578071,0.04420233,0.001732222,0.001092672,0.005951895,0.009251991,0.005640588,0.007553733,0.03904431,0.3202213],"study_design_scores_gemma":[0.6487358,0.18516,0.03394877,0.01227645,0.00222825,0.0001905301,0.003362998,0.004125181,0.00703671,0.005688609,0.09691432,0.0003324339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01513124,0.0001082397,0.00114898,0.0002933292,0.0001417543,0.9802014,0.001328094,0.00006821458,0.001578751],"genre_scores_gemma":[0.007532944,0.00008502819,0.002618872,0.0001382084,0.00002186866,0.9888639,0.0001883954,0.00000305249,0.0005477666],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04189703,"threshold_uncertainty_score":0.1401595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112993701092276,"score_gpt":0.5047581471165724,"score_spread":0.3934587770073448,"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."}}