{"id":"W3009987606","doi":"10.2196/15480","title":"How Caregivers of People With Dementia Search for Dementia-Specific Information on the Internet: Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; The Internet; Odds; Medicine; Educational attainment; Psychological intervention; Gerontology; Odds ratio; Disease; Psychology; Psychiatry; Logistic regression; World Wide Web; Internal medicine","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":[0.001629988,0.0002526736,0.0005692236,0.001439448,0.0006174069,0.0008637877,0.0002992141,0.0004999748,0.001154409],"category_scores_gemma":[0.004238127,0.0004406976,0.0006963495,0.001910277,0.0002973979,0.001150087,0.0008879713,0.000615542,0.0003734451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006513489,"about_ca_system_score_gemma":0.0007262622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01128897,"about_ca_topic_score_gemma":0.01540044,"domain_scores_codex":[0.9990957,0.0003231305,0.000206351,0.0001151934,0.0001282484,0.000131281],"domain_scores_gemma":[0.998129,0.0003987148,0.0007295613,0.00009118155,0.0003876523,0.0002640135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004971489,0.0001413796,0.9916574,0.00017565,0.00007102156,0.0001403424,0.004071254,0.00001638534,0.00006791774,0.00001554204,0.0003830984,0.00321023],"study_design_scores_gemma":[0.00001608567,0.0002831621,0.9792197,0.0001585547,0.00006415445,0.0005648761,0.01821924,0.0001123176,0.00004589649,0.00002597,0.001276825,0.00001320229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998403,0.0003861899,0.00005478267,0.00007659855,0.00000482342,0.00006153047,0.0005992965,0.000001822093,0.0004117501],"genre_scores_gemma":[0.9978735,0.0008170217,0.0001480389,0.000154066,0.000008191012,0.0001051356,0.0006664522,0.000002045374,0.00022558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01128897,"threshold_uncertainty_score":0.02244651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584975193009132,"score_gpt":0.3084289654801792,"score_spread":0.2625792135500878,"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."}}