{"id":"W3204658843","doi":"10.14738/tmlai.94.10386","title":"Connecting Smart Homes to Healthcare Services for People with Neurodegenerative disorders.","year":2021,"lang":"en","type":"article","venue":"Transactions on Machine Learning and Artificial Intelligence","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université de Montréal","funders":"","keywords":"Dementia; Intervention (counseling); Computer science; Service (business); Unit (ring theory); Home automation; Control (management); Health care; Computer security; Medical emergency; Internet privacy; Applied psychology; Nursing; Medicine; Psychology; Artificial intelligence; Business; Marketing","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":[0.0009425329,0.0003768539,0.0001527962,0.0003411558,0.0009244516,0.00223859,0.0009986246,0.001157052,0.00543433],"category_scores_gemma":[0.002248008,0.0002120561,0.0005285759,0.0002930036,0.0008010501,0.00247383,0.002550108,0.0004740739,0.001042716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007854971,"about_ca_system_score_gemma":0.00107739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001882658,"about_ca_topic_score_gemma":0.004208818,"domain_scores_codex":[0.9987589,0.0006644021,0.00006994891,0.0001774137,0.0002020384,0.0001271881],"domain_scores_gemma":[0.9992286,0.0002223987,0.000145834,0.00008287324,0.0001876035,0.0001326981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000460933,0.001193206,0.05682372,0.002172626,0.0001980073,0.004957478,0.02323924,0.01080218,0.02092029,0.131955,0.03140897,0.7158684],"study_design_scores_gemma":[0.0002729048,0.002586109,0.05070531,0.002024996,0.0005265872,0.00826865,0.06880492,0.08766662,0.02309445,0.07657096,0.6792639,0.0002146191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4570251,0.003667499,0.3856423,0.01191643,0.0008212963,0.001708083,0.000330419,0.001385431,0.1375035],"genre_scores_gemma":[0.7995151,0.001831729,0.1790576,0.002019006,0.0001173271,0.0005278203,0.0003375148,0.00005197147,0.0165419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00543433,"threshold_uncertainty_score":0.01817966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167760368521411,"score_gpt":0.3139248792645311,"score_spread":0.292247275579317,"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."}}