{"id":"W4200586000","doi":"10.3389/fmed.2021.778930","title":"Global Public Interest and Seasonal Variations in Alzheimer's Disease: Evidence From Google Trends","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Demography; Population; Public health; Etiology; Medicine; Southern Hemisphere; Geography; Population ageing; Environmental health; Biology; Pathology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003553412,0.0002164734,0.0006239532,0.0002399974,0.00003870768,0.00002683986,0.0001830993,0.00008276918,0.0007388576],"category_scores_gemma":[0.002070937,0.0001997177,0.00005347126,0.001221146,0.0002732261,0.000278623,0.0001489724,0.000232392,0.000008128425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002207722,"about_ca_system_score_gemma":0.0003897357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002400575,"about_ca_topic_score_gemma":0.001332793,"domain_scores_codex":[0.9979482,0.0002043831,0.0004386516,0.000613281,0.0004335788,0.0003618492],"domain_scores_gemma":[0.9985111,0.0001473829,0.00008992749,0.000565359,0.0001137452,0.0005724848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002376869,0.0001599771,0.8753325,0.00002530694,0.0001520473,0.0008238579,0.0001173377,0.000002321094,0.00002091246,0.0002220097,0.07019553,0.05271046],"study_design_scores_gemma":[0.002530447,0.00005892157,0.976956,0.00100562,0.000283108,0.00001659038,0.0002768928,0.003662523,0.000003082026,0.0009529209,0.01408792,0.0001659305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5142611,0.3347072,0.01193313,0.1285295,0.004048386,0.0006875062,0.002087109,0.0002659976,0.003480044],"genre_scores_gemma":[0.9899951,0.001174633,0.005731771,0.00120324,0.0003664621,0.00003609132,0.001325456,0.00001907334,0.0001481921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.475734,"threshold_uncertainty_score":0.8144253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796383100305094,"score_gpt":0.3210160789484453,"score_spread":0.2730522479453943,"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."}}