{"id":"W4400018910","doi":"10.2196/55100","title":"Digital and Hybrid Pediatric and Youth Mental Health Program Implementation Challenges During the Pandemic: Literature Review With a Knowledge Translation and Theoretical Lens Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Anxiety; Pandemic; Depression (economics); Suicidal ideation; Psychology; Psychiatry; Coronavirus disease 2019 (COVID-19); Clinical psychology; Medicine; Suicide prevention; Poison control; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009039241,0.000996462,0.002406738,0.01934841,0.001350154,0.004410084,0.001767939,0.002083717,0.003619109],"category_scores_gemma":[0.02779448,0.0007776149,0.003754697,0.01911335,0.001328991,0.004977596,0.002948699,0.00151483,0.0002829703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007682361,"about_ca_system_score_gemma":0.02584156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309767,"about_ca_topic_score_gemma":0.02530346,"domain_scores_codex":[0.993717,0.002548555,0.001804936,0.0004284174,0.001176856,0.0003241863],"domain_scores_gemma":[0.9744468,0.02095099,0.002069168,0.0003207464,0.00197379,0.0002384292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001008202,0.00008432336,0.001387908,0.6952835,0.001328109,0.000537473,0.00642552,0.0004038624,0.0002305229,0.006552481,0.004486763,0.2831787],"study_design_scores_gemma":[0.00003742697,0.0001254927,0.003840483,0.9079127,0.005795689,0.0006426449,0.01045309,0.0002149893,0.000238623,0.001778053,0.06892179,0.00003908914],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002868921,0.9909942,0.000753072,0.001895946,0.00017539,0.0005614566,0.0003168339,0.00001100294,0.002423167],"genre_scores_gemma":[0.0240511,0.9715589,0.002286106,0.0008426897,0.00006235518,0.000812239,0.0001777696,0.00000469171,0.000204107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01934841,"threshold_uncertainty_score":0.05573976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09423473032019168,"score_gpt":0.4461742077476815,"score_spread":0.3519394774274898,"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."}}