{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006182442,0.0001545257,0.0001660559,0.0004888745,0.0004432493,0.0008126887,0.0001767676,0.0002171343,0.003666653],"category_scores_gemma":[0.001695761,0.00008805285,0.0003921111,0.0003297982,0.0001892287,0.0004573796,0.0008809667,0.0003119126,0.0003224949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373295,"about_ca_system_score_gemma":0.0006761428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312819,"about_ca_topic_score_gemma":0.009988128,"domain_scores_codex":[0.9996332,0.0001187274,0.00002361737,0.00002426341,0.00006700111,0.0001332453],"domain_scores_gemma":[0.9994252,0.0001367342,0.0001619593,0.00002424026,0.00006431663,0.0001876803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001957898,0.002589537,0.7783893,0.0003025808,0.00009070035,0.0002580385,0.007145793,0.0002032309,0.001985083,0.0005078189,0.003091036,0.2052412],"study_design_scores_gemma":[0.00007832239,0.002285492,0.9675189,0.0002671451,0.0001388627,0.0003304579,0.01594143,0.0007749168,0.001318878,0.0002459713,0.01108073,0.0000188961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973629,0.0001424579,0.0000997512,0.0002302922,0.000008601622,0.00003957334,0.00007695212,0.00001361385,0.00202592],"genre_scores_gemma":[0.9982172,0.000312965,0.0005546092,0.00009247524,0.000007655197,0.00004544588,0.00007225018,0.000001821559,0.0006957107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003666653,"threshold_uncertainty_score":0.01226616,"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."}}