{"id":"W3146392633","doi":"10.1049/smc2.12006","title":"Improving Access and Mental Health For Youth Using Smart Technologies","year":2021,"lang":"en","type":"article","venue":"IET Smart Cities","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; St Joseph's Health Care; London Health Sciences Centre; Lawson Health Research Institute; St. Michael's Hospital; Western University","funders":"","keywords":"Mental health; Anxiety; Demographics; Mood; Depression (economics); Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002091525,0.0001483024,0.0002309592,0.0001108505,0.0003046081,0.0001554777,0.0001452978,0.00008533424,0.00004359463],"category_scores_gemma":[0.0000573847,0.0001572823,0.00008601532,0.0001336619,0.0001548537,0.0003853976,0.0002559078,0.0001135626,0.000008723136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001362283,"about_ca_system_score_gemma":0.00008010313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005244684,"about_ca_topic_score_gemma":0.0002227401,"domain_scores_codex":[0.9986976,0.00004839804,0.0003503505,0.0003014369,0.0001022123,0.0005000375],"domain_scores_gemma":[0.9994324,0.00006566254,0.0001392749,0.0002376061,0.00004584121,0.0000792236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006689999,0.002447118,0.2279019,0.005147068,0.0008317683,0.00004556817,0.03751433,0.000003448958,0.0006028619,0.141173,0.06820015,0.5154638],"study_design_scores_gemma":[0.01228056,0.005434433,0.05263403,0.004050761,0.0002594909,0.001350044,0.6958144,0.0008940728,0.03504369,0.05342905,0.13515,0.003659464],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742565,0.005161613,0.001861358,0.00556536,0.00501058,0.000845634,0.001351538,0.000450665,0.005496776],"genre_scores_gemma":[0.9951928,0.00001797334,0.001742242,0.0005918825,0.00006897466,0.00009887287,0.0001118586,0.00003141118,0.002143949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6583001,"threshold_uncertainty_score":0.6413786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09909279849006271,"score_gpt":0.4088037034388765,"score_spread":0.3097109049488138,"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."}}