{"id":"W4200044653","doi":"10.1159/000520692","title":"Googling Alzheimer Disease: An Infodemiological and Ecological Study","year":2021,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders Extra","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of the Philippines","keywords":"Dementia; Socioeconomic status; Disease; Psychology; Gerontology; Public health; Demography; Medicine; Environmental health; Population; Internal medicine; Pathology","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":[0.00151553,0.0002638695,0.0003757686,0.002996126,0.001464671,0.001297207,0.0003587772,0.0005523391,0.002180744],"category_scores_gemma":[0.003661916,0.0002245454,0.0005824496,0.004119997,0.0006969788,0.001589783,0.001286016,0.0005476304,0.0003488082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007243148,"about_ca_system_score_gemma":0.0009232448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03724882,"about_ca_topic_score_gemma":0.05696611,"domain_scores_codex":[0.9992957,0.0003268761,0.00006372696,0.00008039051,0.00009691685,0.0001363587],"domain_scores_gemma":[0.9980234,0.0006052968,0.000622161,0.0001632402,0.0001856109,0.0004004336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006706499,0.0001699052,0.9943281,0.00005649819,0.00005025235,0.0001626049,0.001958262,0.00002186998,0.00005438515,0.0001576897,0.0001960993,0.002777281],"study_design_scores_gemma":[0.000005522318,0.0001940414,0.9910165,0.00003917727,0.00004247343,0.0002945944,0.007166541,0.0001509149,0.00002565058,0.0001314738,0.0009265304,0.000006583996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979193,0.0003454192,0.00009684532,0.0001393489,0.000006225905,0.00002830734,0.0004872473,0.000002545383,0.000974932],"genre_scores_gemma":[0.9988019,0.0002874318,0.0001969294,0.0000739247,0.00001581362,0.00003216369,0.0003752174,0.000002359446,0.0002142173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03724882,"threshold_uncertainty_score":0.07406402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386137588072578,"score_gpt":0.3083638973124851,"score_spread":0.2845025214317594,"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."}}