{"id":"W3112345784","doi":"10.2196/16508","title":"Text Message Interventions in Adolescent Mental Health and Addiction Services: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research; Department of Health, Western Cape Government; Nova Scotia Health Research Foundation; Nova Scotia Department of Health and Wellness; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Mental health; Psychological intervention; Addiction; Psychology; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005996297,0.0003027244,0.0006462405,0.000160404,0.0003179972,0.00004668812,0.0002251826,0.00007325024,0.0007639923],"category_scores_gemma":[0.000007146823,0.0003261869,0.0002125868,0.000490547,0.00007381827,0.0003510104,0.0002105483,0.0004045113,0.0004213836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007846738,"about_ca_system_score_gemma":0.0001848687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007000151,"about_ca_topic_score_gemma":0.001429035,"domain_scores_codex":[0.9961287,0.0005067092,0.001596798,0.0007010565,0.0003171105,0.0007496125],"domain_scores_gemma":[0.9981577,0.000023237,0.0005637789,0.0002857956,0.00001881429,0.0009507005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006573921,0.005966847,0.01171244,0.2023084,0.0001324234,0.00002474867,0.02439802,4.57808e-7,0.000009524451,0.002608969,0.1790792,0.5731016],"study_design_scores_gemma":[0.007346396,0.008076504,0.03362573,0.8963639,0.000023778,0.0001922813,0.01141372,0.0001308676,0.0000164894,0.0001024573,0.04178795,0.0009199265],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06656912,0.5755787,0.0001237525,0.3188463,0.004155656,0.02538632,0.002125049,0.000722271,0.006492767],"genre_scores_gemma":[0.854414,0.02024551,0.000330199,0.1202789,0.0002183941,0.001528196,0.001878904,0.0001327438,0.0009731888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7878449,"threshold_uncertainty_score":0.999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08125606874900727,"score_gpt":0.4608919771266898,"score_spread":0.3796359083776826,"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."}}