{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002066153,0.00009182189,0.0002020778,0.00006836181,0.000553376,0.000007273129,0.00004321359,0.00003923391,0.00007873499],"category_scores_gemma":[0.000005073603,0.00008087941,0.00003067988,0.00007554641,0.0000511239,0.0000200256,0.00005538457,0.0001253013,0.000001362851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008799854,"about_ca_system_score_gemma":0.0002267531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535668,"about_ca_topic_score_gemma":0.0002891602,"domain_scores_codex":[0.999145,0.00008304865,0.0002301938,0.0002372837,0.0000926682,0.0002118245],"domain_scores_gemma":[0.9994455,0.00001014278,0.0001315314,0.00007945544,0.00001199091,0.0003213981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858668,0.0003286473,0.9384803,0.001582703,0.00005233617,0.000001027806,0.0033291,7.571007e-7,0.000002780914,0.005387191,0.01605718,0.03459217],"study_design_scores_gemma":[0.001211827,0.00005839649,0.9824653,0.0006677214,0.000004215796,0.000001808849,0.001371487,0.00000187158,0.000005361167,0.0003310518,0.01381884,0.00006216951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549258,0.01083245,0.00009612263,0.03143991,0.000631483,0.000372155,0.0002707415,0.00002882452,0.001402455],"genre_scores_gemma":[0.9794624,0.01743555,0.00005657286,0.002039492,0.00005306707,0.000001604576,0.00003395307,0.000003732941,0.0009136394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04398501,"threshold_uncertainty_score":0.4256177,"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."}}