{"id":"W4313515614","doi":"10.3390/s23010406","title":"A Smart Technology Intervention in the Homes of People with Mental Illness and Physical Comorbidities","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Psychological intervention; Health care; Population; Descriptive statistics; Intervention (counseling); Medicine; Psychology; Nursing; Gerontology; Applied psychology; Psychiatry; Environmental health","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":[0.001644083,0.0003382655,0.0004606164,0.0003731729,0.001053333,0.0006617873,0.000396213,0.0005984574,0.004216527],"category_scores_gemma":[0.003010136,0.0001884692,0.0007179371,0.0002024749,0.000420657,0.0006226072,0.001072415,0.0005613375,0.0002398537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006636138,"about_ca_system_score_gemma":0.00174161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001410763,"about_ca_topic_score_gemma":0.004966874,"domain_scores_codex":[0.9990112,0.0006065647,0.00006894862,0.00009805464,0.0000795394,0.0001356476],"domain_scores_gemma":[0.9990937,0.0004656611,0.0001025811,0.00005727886,0.00005163735,0.0002292286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01152374,0.1071235,0.0550192,0.003646728,0.0005219257,0.0008076243,0.023152,0.0008194334,0.006571812,0.001809232,0.005306629,0.7836981],"study_design_scores_gemma":[0.04179649,0.3863411,0.4200154,0.003825461,0.002321483,0.0009746031,0.0729135,0.005887825,0.01188516,0.00788179,0.04587278,0.0002844613],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944102,0.0003201398,0.0009790482,0.0004854379,0.00008636915,0.001592553,0.00007586074,0.00003379511,0.002016493],"genre_scores_gemma":[0.9869483,0.0005579922,0.006742219,0.0005287816,0.00006968154,0.003882961,0.00006217851,0.000005340456,0.001202669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004216527,"threshold_uncertainty_score":0.01410568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429671557675633,"score_gpt":0.320832062701469,"score_spread":0.3065353471247126,"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."}}