{"id":"W2333767859","doi":"10.2196/resprot.4354","title":"Usefulness of a Tailored eHealth Service for Informal Caregivers and Professionals in the Dementia Treatment and Care Setting: The eHealthMonitor Dementia Portal","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Dementia; Empowerment; Nursing; Medicine; Service (business); Psychology; Health care; Disease; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006584829,0.0003361976,0.0003482141,0.0008007495,0.0005534901,0.001167947,0.0003806231,0.0006802839,0.003440977],"category_scores_gemma":[0.01635298,0.0001559578,0.0005433143,0.0004327674,0.0003071369,0.001205475,0.001838433,0.0004036137,0.0003756178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630039,"about_ca_system_score_gemma":0.001421319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005681168,"about_ca_topic_score_gemma":0.001246883,"domain_scores_codex":[0.9959965,0.002760964,0.0003244633,0.0001311139,0.0005933929,0.0001935291],"domain_scores_gemma":[0.9935853,0.004264457,0.000605143,0.0002820617,0.0005383455,0.0007247392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001563511,0.005131304,0.1328922,0.002366329,0.0001069417,0.00105177,0.01645696,0.0003260901,0.004790751,0.0003227232,0.005812284,0.8291792],"study_design_scores_gemma":[0.002107713,0.02215349,0.839359,0.004092273,0.0007231369,0.005838768,0.04204491,0.003243942,0.01206023,0.00162355,0.06635766,0.0003953533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9880491,0.0006615117,0.002243579,0.0008880474,0.00003924434,0.001042972,0.0003110447,0.0002788086,0.00648565],"genre_scores_gemma":[0.982777,0.0005828946,0.01448338,0.0003658228,0.00003365449,0.0007086291,0.0002741088,0.00001740043,0.0007572163],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006584829,"threshold_uncertainty_score":0.03482431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1359814318445057,"score_gpt":0.5063126935157698,"score_spread":0.3703312616712641,"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."}}