{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722168,0.0001116022,0.0001693476,0.0001019537,0.00008357388,0.0001063309,0.0001437639,0.00001800789,0.000169549],"category_scores_gemma":[0.00003976689,0.00007174774,0.0000522394,0.0003114743,0.00004208929,0.0002006997,0.00007806427,0.0001497578,0.00001397254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002875249,"about_ca_system_score_gemma":0.00005683248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008597622,"about_ca_topic_score_gemma":0.00004006167,"domain_scores_codex":[0.9987299,0.000119725,0.0001614579,0.0001677766,0.000581238,0.0002398649],"domain_scores_gemma":[0.9991935,0.0001449418,0.00007052453,0.0001593575,0.000345689,0.00008593166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009229118,0.000216664,0.9766362,0.0001675658,0.0005107643,0.000003747393,0.01119134,0.000005211195,0.0002647141,0.00006802224,0.004363963,0.005648871],"study_design_scores_gemma":[0.003167438,0.002983673,0.9578896,0.00008278729,0.0001026568,0.000001110237,0.02674293,0.0004850313,0.005696711,0.00000120701,0.002752965,0.0000938829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873589,0.0000359504,0.006046735,0.002947435,0.00002584861,0.002585577,0.000016999,0.00002337243,0.0009591618],"genre_scores_gemma":[0.9992642,0.000007056488,0.00004671498,0.0002460859,0.00003344263,0.0001967421,0.00007802901,0.00001231558,0.000115462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874662,"threshold_uncertainty_score":0.2925788,"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."}}