{"id":"W4210868923","doi":"10.2196/31018","title":"Web-Based Interventions to Help Australian Adults Address Depression, Anxiety, Suicidal Ideation, and General Mental Well-being: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"RACGP Foundation; Royal Australian College of General Practitioners","keywords":"Mental health; Psychological intervention; Suicidal ideation; Anxiety; The Internet; Web application; Psychology; Medicine; Psychiatry; Internet privacy; Suicide prevention; Poison control; World Wide Web; Computer science; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02305266,0.001785965,0.007352878,0.0122636,0.001329481,0.004444337,0.002819685,0.003870663,0.007042486],"category_scores_gemma":[0.0910464,0.00133007,0.009434698,0.01129876,0.001079194,0.003381417,0.003049904,0.002444724,0.0008836691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004686873,"about_ca_system_score_gemma":0.02329032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144222,"about_ca_topic_score_gemma":0.02648023,"domain_scores_codex":[0.9876388,0.005006143,0.003934917,0.0005379212,0.002488989,0.0003932707],"domain_scores_gemma":[0.9488117,0.03592211,0.007051204,0.0009024391,0.006730738,0.0005818242],"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":[0.0001981257,0.00008123931,0.0003618297,0.8708429,0.003963417,0.00005840921,0.0004641676,0.0001774755,0.0001211719,0.0004975552,0.003076598,0.120157],"study_design_scores_gemma":[0.0001054265,0.0001348227,0.000930735,0.9747297,0.0105315,0.00006218726,0.0002016205,0.00009032484,0.00008072519,0.000277334,0.01283915,0.00001650815],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009993763,0.9928716,0.0005333872,0.0008009293,0.0003718305,0.002785982,0.0004337809,0.00002653323,0.001176625],"genre_scores_gemma":[0.006455368,0.9872727,0.001166052,0.0007648739,0.0001212933,0.00369824,0.0002634977,0.00000835238,0.0002496107],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02305266,"threshold_uncertainty_score":0.1219156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04077947504196695,"score_gpt":0.4353727580193105,"score_spread":0.3945932829773435,"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."}}