{"id":"W4399799511","doi":"10.1016/j.outlook.2024.102177","title":"The mental and behavioral health crisis in youth: Strategic solutions post COVID-19 pandemic: An American Academy of Nursing consensus paper","year":2024,"lang":"en","type":"article","venue":"Nursing Outlook","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health; BC Mental Health & Substance Use Services","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Political science; Criminology; Psychiatry; Medicine; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000373871,0.0001513545,0.0002048819,0.0001080559,0.0004036875,0.00006167468,0.00009994141,0.00007721496,0.00004631864],"category_scores_gemma":[0.000003783324,0.0001212276,0.00006263934,0.00022375,0.0005742916,0.00005290073,0.000009843111,0.0003223032,0.000008163814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375816,"about_ca_system_score_gemma":0.0002237798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001344575,"about_ca_topic_score_gemma":0.0002785712,"domain_scores_codex":[0.998501,0.0002057073,0.0003576818,0.000348239,0.0001762563,0.0004110942],"domain_scores_gemma":[0.9995194,0.00006764588,0.00008416414,0.00008970135,0.00001441507,0.0002246497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007654794,0.003379653,0.02525419,0.0001051522,0.0001499934,0.00002053959,0.3822843,0.00001402274,0.001374537,0.09719295,0.03254835,0.4569108],"study_design_scores_gemma":[0.002250283,0.0008826327,0.4564829,0.002525994,0.0001547753,0.0003267491,0.498941,0.0001316867,0.000009930955,0.02642908,0.01105911,0.0008059125],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203626,0.004320073,0.00001720696,0.07210153,0.001210969,0.0002804405,0.0002146353,0.00008643245,0.001406104],"genre_scores_gemma":[0.997163,0.0002646432,0.00005655982,0.002143582,0.0001358975,0.000004333734,0.00006234138,0.00001691042,0.0001527472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561049,"threshold_uncertainty_score":0.4943516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1687128626597943,"score_gpt":0.4499388959371509,"score_spread":0.2812260332773566,"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."}}