{"id":"W7161953048","doi":"10.82308/22027","title":"Artificial intelligence interventions in the mental healthcare of adolescents","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Inclusion (mineral); Health care; MEDLINE; Intervention (counseling)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01405486,0.0007377491,0.002746994,0.00646999,0.0006663593,0.00310755,0.001643898,0.00211045,0.003562909],"category_scores_gemma":[0.05398743,0.000439037,0.003428812,0.004527293,0.001123356,0.001765296,0.001726577,0.001579808,0.000206862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005012943,"about_ca_system_score_gemma":0.0121937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005364059,"about_ca_topic_score_gemma":0.009667673,"domain_scores_codex":[0.9861338,0.00953101,0.002306626,0.0003862512,0.00142591,0.0002164583],"domain_scores_gemma":[0.9475371,0.04642382,0.003673959,0.0003556971,0.001626164,0.000383262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004117277,0.0002473985,0.001257926,0.6774737,0.003961112,0.0001914593,0.001817013,0.0005094623,0.0001502627,0.00431301,0.003914549,0.3057523],"study_design_scores_gemma":[0.0009375937,0.0009772633,0.005981755,0.9242539,0.01072332,0.0002321571,0.001693376,0.0004600904,0.0003343839,0.00331068,0.05105007,0.00004537825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00599464,0.9854264,0.0005843217,0.002626717,0.0004172754,0.001095573,0.00020191,0.00002149498,0.003631745],"genre_scores_gemma":[0.08948982,0.8953302,0.008056073,0.002673251,0.0002671817,0.003529819,0.0002330669,0.00000995277,0.0004106871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01405486,"threshold_uncertainty_score":0.07433009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748171210185018,"score_gpt":0.5044105753459308,"score_spread":0.329593454327429,"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."}}