{"id":"W4412050274","doi":"10.1002/smi.70071","title":"Adversity and Risk of Adolescent Mental Health Admission During COVID‐19","year":2025,"lang":"en","type":"article","venue":"Stress and Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; McGill University; Institut National de Santé Publique du Québec","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Mental health; Psychiatry; Hazard ratio; Medicine; Mental illness; Pandemic; Proportional hazards model; Suicide prevention; Poison control; Psychology; Confidence interval; Coronavirus disease 2019 (COVID-19); Disease; Medical emergency; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004100167,0.0001823678,0.0001749791,0.0004622622,0.0005802037,0.0005996604,0.0003740452,0.0003327911,0.001538299],"category_scores_gemma":[0.001955489,0.0002059159,0.0004378644,0.0005862813,0.0002393489,0.0002217293,0.0006567048,0.0009109813,0.00009728604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938308,"about_ca_system_score_gemma":0.001890096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3842001,"about_ca_topic_score_gemma":0.5108692,"domain_scores_codex":[0.9996667,0.00006520619,0.00002026606,0.00005035097,0.00005840241,0.0001391471],"domain_scores_gemma":[0.9986078,0.0001244685,0.0006568741,0.00005430848,0.0001645443,0.0003920778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001343253,0.000007052523,0.9993321,0.000003002684,0.00001168278,0.00002112871,0.00004755701,0.0000372736,0.00001709737,0.00001333285,0.00009626956,0.0004001218],"study_design_scores_gemma":[8.721518e-7,0.00001243047,0.999524,0.00001248283,0.000004277141,0.00003198569,0.0001480827,0.0001317239,0.00001188419,0.000007339484,0.0001128807,0.000002066259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980108,0.0003057214,0.00004781927,0.0001656159,0.000009482813,0.00001451141,0.0009222355,0.000002958807,0.0005207123],"genre_scores_gemma":[0.9988052,0.0002406329,0.00004781253,0.00003426451,0.000008396511,0.000009372704,0.0006948099,0.000001329662,0.0001581452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3842001,"threshold_uncertainty_score":0.7639276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430563144753042,"score_gpt":0.3465309525047026,"score_spread":0.3222253210571722,"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."}}