{"id":"W2796206458","doi":"10.2196/publichealth.7314","title":"Economic Recession and Obesity-Related Internet Search Behavior in Taiwan: Analysis of Google Trends Data","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obesity; Environmental health; Recession; Public health; The Internet; Body mass index; Proxy (statistics); Medicine; Online search; Business cycle; Business; Advertising; Economics; Computer science; World Wide Web","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":[0.0008366287,0.0002939515,0.0003818505,0.004463381,0.0002332995,0.0009129737,0.0002612693,0.0003056818,0.0009570988],"category_scores_gemma":[0.003643821,0.0001540987,0.0008268239,0.007438854,0.0001735969,0.0007527855,0.0007056984,0.0003918979,0.0003174879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00052677,"about_ca_system_score_gemma":0.0006027714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04874232,"about_ca_topic_score_gemma":0.03621913,"domain_scores_codex":[0.9995152,0.00007968979,0.0001149092,0.00008209187,0.0001242177,0.00008394795],"domain_scores_gemma":[0.9967706,0.0007783394,0.001598777,0.0001889789,0.0004582053,0.0002051759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004783244,0.00001946673,0.9956331,0.00005110271,0.00007099599,0.0001286761,0.000142226,0.0004673236,0.00009988988,0.00004923915,0.0007305389,0.002559637],"study_design_scores_gemma":[0.000003334653,0.00002452527,0.9955023,0.00001681349,0.00004156033,0.00007790117,0.0004108783,0.003193364,0.00007066987,0.00002331485,0.0006292544,0.000006144101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991017,0.0002503104,0.0001064933,0.00009886229,0.000005693783,0.0000204566,0.007812257,0.00001851333,0.0006704983],"genre_scores_gemma":[0.9864916,0.0002148351,0.0001612189,0.00002260069,0.00001207098,0.00003847735,0.01278317,0.00000679005,0.0002691472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04874232,"threshold_uncertainty_score":0.09691721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182043577786607,"score_gpt":0.3739270384540628,"score_spread":0.3221066026761967,"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."}}