{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002954338,0.0002446495,0.000416409,0.00007664784,0.0001895596,0.00006140808,0.00005723683,0.00007866285,0.0005371189],"category_scores_gemma":[0.0004962657,0.0002109395,0.00008318322,0.0002560986,0.0001663847,0.0001518188,0.000182128,0.0001818279,0.00001403833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007772298,"about_ca_system_score_gemma":0.00009799279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001223779,"about_ca_topic_score_gemma":0.00005838384,"domain_scores_codex":[0.9980778,0.0002964788,0.0003277086,0.0007328496,0.000221721,0.0003434547],"domain_scores_gemma":[0.9988502,0.0002409935,0.00008087818,0.0002043088,0.0001572256,0.000466421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004215799,0.001796968,0.9422749,0.00003196339,0.0004769395,0.000312887,0.0001846523,8.218985e-7,0.00005311492,0.0001339447,0.00009599654,0.05421619],"study_design_scores_gemma":[0.00323969,0.000501112,0.9899884,0.00001510357,0.001732407,0.00001569168,0.002058854,0.000185768,0.000005071922,0.0004550732,0.001536706,0.0002661083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803293,0.01696112,0.000343536,0.0002502108,0.00008413204,0.0007810649,0.000133581,0.00009412219,0.001022974],"genre_scores_gemma":[0.9967174,0.001669267,0.0001892064,0.0006260783,0.00008302298,0.00008958211,0.000570452,0.00001760307,0.00003741985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05395008,"threshold_uncertainty_score":0.8601865,"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."}}