{"id":"W3167305779","doi":"10.1155/2021/6663559","title":"Seasonal Variation and Global Public Interest in the Internet Searches for Osteoporosis","year":2021,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Municipal Health Commission; Beijing Talents Fund; National Natural Science Foundation of China","keywords":"Osteoporosis; Medicine; Zoledronic acid; Demography; Public health; Gerontology; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009920076,0.0001278097,0.0002647866,0.003829519,0.0001595777,0.0009737306,0.0002228723,0.0002451565,0.002340811],"category_scores_gemma":[0.005954365,0.00008554907,0.0004648181,0.008053526,0.0002998998,0.001125548,0.0004943002,0.0002876571,0.0003185901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765222,"about_ca_system_score_gemma":0.0003167698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086307,"about_ca_topic_score_gemma":0.02050065,"domain_scores_codex":[0.9993025,0.0001548218,0.0001314902,0.0001372968,0.0001617662,0.0001120642],"domain_scores_gemma":[0.993014,0.002204583,0.003550105,0.0002213548,0.0006862638,0.0003237692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001357242,0.000021219,0.9799991,0.0003226906,0.0001514061,0.0001291431,0.0007331919,0.000289629,0.0004375922,0.0002528136,0.001927185,0.01560044],"study_design_scores_gemma":[0.000002282492,0.00002345041,0.996914,0.00002966101,0.00003131076,0.0001799952,0.0006642677,0.0004181397,0.0000741247,0.00007831577,0.001579285,0.000005066402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820241,0.003319053,0.0002706379,0.0008418325,0.0000355864,0.00002446767,0.009844649,0.00003938815,0.003600361],"genre_scores_gemma":[0.9959857,0.0007788279,0.0001584233,0.00007550837,0.00004909966,0.00001249006,0.002691319,0.000009609292,0.0002389076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086307,"threshold_uncertainty_score":0.02159965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1940512697774999,"score_gpt":0.4181085797983547,"score_spread":0.2240573100208548,"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."}}