{"id":"W4319586132","doi":"10.1109/icdmw58026.2022.00040","title":"MAISON - Multimodal AI-based Sensor platform for Older Individuals","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Data Mining Workshops (ICDMW)","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Cloud computing; Scalability; Modalities; Computer science; Data collection; Independent living; Population; Gerontology; Database; Medicine; Operating system","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":[0.000681535,0.0008403807,0.0004864321,0.0005629556,0.0002848876,0.0005484847,0.001334901,0.0004588816,0.007165618],"category_scores_gemma":[0.001684065,0.0002065353,0.0004503931,0.0003868503,0.000202745,0.001212066,0.001801091,0.000539044,0.001600939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389451,"about_ca_system_score_gemma":0.000790767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004583881,"about_ca_topic_score_gemma":0.00660383,"domain_scores_codex":[0.9996448,0.00005013526,0.00002904208,0.00009158062,0.0001311683,0.00005323222],"domain_scores_gemma":[0.999556,0.00008788721,0.00004114134,0.00008516322,0.0001579094,0.00007193155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00495575,0.001055376,0.02906867,0.001598093,0.0004068275,0.002428728,0.001805819,0.02628863,0.1341004,0.01416011,0.1904002,0.5937313],"study_design_scores_gemma":[0.0006598757,0.001744888,0.04491974,0.000411427,0.0003168885,0.001644353,0.00105223,0.6247593,0.07544944,0.01991002,0.228805,0.0003267718],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2021922,0.002064152,0.6483066,0.002349442,0.001017167,0.002880307,0.01997983,0.08230799,0.03890229],"genre_scores_gemma":[0.7443208,0.0009917746,0.2150868,0.001297372,0.0002071281,0.00234784,0.01473487,0.0008113579,0.02020211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007165618,"threshold_uncertainty_score":0.02397138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1285942081604816,"score_gpt":0.3837485378671551,"score_spread":0.2551543297066736,"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."}}