{"id":"W4310963943","doi":"10.1176/appi.ps.202100677","title":"Identifying Core Competencies for Remote Delivery of Psychological Interventions: A Rapid Review","year":2022,"lang":"en","type":"review","venue":"Psychiatric Services","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; World Health Organization","keywords":"Psychological intervention; PsycINFO; Medical education; Identification (biology); Medicine; Confidentiality; Intervention (counseling); MEDLINE; Nursing; Interpersonal communication; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001307631,0.000691654,0.002776099,0.0007499728,0.0002835297,0.00005247488,0.00182834,0.0003218237,0.006912404],"category_scores_gemma":[0.00004776211,0.0006194936,0.004293914,0.001617082,0.0001028176,0.0001738542,0.0004123651,0.000657253,0.0004069355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724518,"about_ca_system_score_gemma":0.00007926614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601931,"about_ca_topic_score_gemma":0.00005558808,"domain_scores_codex":[0.9937088,0.0005671344,0.003447024,0.001139624,0.0004765628,0.0006608238],"domain_scores_gemma":[0.9946055,0.0008012427,0.002986831,0.001283681,0.000138312,0.0001844461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002859158,0.0007461683,0.000003082226,0.3451766,0.0003313879,0.000004962598,0.00004614102,2.033028e-8,8.602853e-9,0.001321124,0.006099126,0.6462428],"study_design_scores_gemma":[0.0004520946,0.00112487,0.00002400145,0.06528368,0.00251854,0.0001843129,0.0002407939,0.000001591117,1.699437e-8,0.001798784,0.927906,0.0004652712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001603947,0.9796323,0.0001006582,0.0001145946,0.008295857,0.004420655,0.001373882,0.000162709,0.005883375],"genre_scores_gemma":[0.000009610939,0.9903928,0.004529418,0.0006852105,0.0002630977,0.001596721,0.001322683,0.0001217147,0.001078719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9218069,"threshold_uncertainty_score":0.9996256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3390062285637367,"score_gpt":0.5125636607259674,"score_spread":0.1735574321622307,"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."}}