{"id":"W4293860149","doi":"10.2196/41015","title":"Existing eHealth Solutions for Older Adults Living With Neurocognitive Disorders (Mild and Major) or Dementia and Their Informal Caregivers: Protocol for an Environmental Scan","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Mila - Quebec Artificial Intelligence Institute; Université de Montréal; Centre de Santé et de Services Sociaux de la Vieille-Capitale; Université Laval","funders":"","keywords":"Dementia; eHealth; Neurocognitive; Gerontology; Protocol (science); Medicine; Psychology; Psychiatry; Cognition; Clinical psychology; Health care; Alternative medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.05161083,0.002451388,0.004139525,0.007170076,0.005314166,0.003611885,0.003357478,0.005351704,0.05485827],"category_scores_gemma":[0.06392993,0.002921721,0.006838086,0.00605038,0.002406081,0.006173188,0.00551085,0.005601913,0.01097986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009787933,"about_ca_system_score_gemma":0.03809031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005661347,"about_ca_topic_score_gemma":0.01420018,"domain_scores_codex":[0.9769479,0.01070649,0.007190205,0.001051445,0.002662175,0.001441772],"domain_scores_gemma":[0.949992,0.01657569,0.006002256,0.004100913,0.02170683,0.001622355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02966071,0.01052851,0.009966915,0.26387,0.001369816,0.003696182,0.04282239,0.005827679,0.008596149,0.01930797,0.2817719,0.3225817],"study_design_scores_gemma":[0.02723457,0.009098873,0.03614661,0.07427382,0.001165591,0.0009097693,0.03205721,0.002245532,0.005090712,0.01846298,0.7923826,0.0009318076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001957424,0.0003309091,0.001986393,0.0007884942,0.0001226742,0.987861,0.005012259,0.00007404051,0.001866921],"genre_scores_gemma":[0.0005805138,0.0002677533,0.004755288,0.000186735,0.00001254253,0.993112,0.0006690042,0.000006223041,0.0004097763],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05485827,"threshold_uncertainty_score":0.2729475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195129517899884,"score_gpt":0.4640399347342917,"score_spread":0.3445269829443032,"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."}}