{"id":"W4402517906","doi":"10.2196/59171","title":"Psychological Interventions and Those With Elements of Positive Psychology for Child and Youth Mental Health During the COVID-19 Pandemic: Literature Review, Lessons Learned, and Areas for Future Knowledge Dissemination","year":2024,"lang":"en","type":"review","venue":"JMIR Pediatrics and Parenting","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychological intervention; Mental health; Anxiety; Mindfulness; Gratitude; Psychology; Clinical psychology; Psychological resilience; Psychiatry; Medicine; Psychotherapist","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":[0.00765691,0.001152297,0.004315003,0.007989857,0.000701545,0.003722783,0.001778914,0.002979062,0.005462159],"category_scores_gemma":[0.02743658,0.0007970952,0.003628535,0.007594771,0.00116992,0.003340801,0.001614308,0.002546214,0.0004678546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200336,"about_ca_system_score_gemma":0.01241028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006377195,"about_ca_topic_score_gemma":0.0133041,"domain_scores_codex":[0.9967967,0.001217524,0.0008684787,0.0002659255,0.0006556565,0.0001956691],"domain_scores_gemma":[0.9671416,0.02891373,0.001816997,0.0002680559,0.001570036,0.0002896093],"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":[0.0001627717,0.0001229679,0.0003106772,0.5932052,0.0007875203,0.00006961152,0.0006044696,0.0001262318,0.0001533998,0.001274492,0.003290567,0.3998922],"study_design_scores_gemma":[0.0001219396,0.0001912481,0.002499029,0.9404594,0.003791556,0.0002287995,0.0009851112,0.00008772608,0.0001918568,0.0009964202,0.05041654,0.00003048098],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002361066,0.9987093,0.00007375679,0.000456817,0.0001075949,0.00007771941,0.00002551581,0.000004704617,0.000308436],"genre_scores_gemma":[0.002374159,0.9966332,0.0003934437,0.0003234275,0.00006456132,0.0001440148,0.00001828738,0.000001970388,0.00004697634],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007989857,"threshold_uncertainty_score":0.04049414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1844855660920332,"score_gpt":0.5548460587053454,"score_spread":0.3703604926133122,"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."}}