{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00219992,0.0001035778,0.0001504212,0.0002332071,0.00006559717,0.0002671489,0.0003445666,0.00007182605,0.0002936356],"category_scores_gemma":[0.003391102,0.00007948816,0.00007101386,0.0006212573,0.0002468562,0.0001872017,0.0003186205,0.0002591503,0.00003443171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634364,"about_ca_system_score_gemma":0.0004717409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008663326,"about_ca_topic_score_gemma":0.000506878,"domain_scores_codex":[0.997793,0.000365234,0.0002450738,0.0003978593,0.0008212863,0.0003775057],"domain_scores_gemma":[0.9980494,0.0005760675,0.00004135426,0.0002362495,0.0009180694,0.0001788817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002290739,0.002695707,0.5113915,0.0005240198,0.0008806332,0.0006907361,0.002142249,9.538699e-7,0.0130554,0.09302488,0.2303865,0.1429168],"study_design_scores_gemma":[0.002733303,0.0002040621,0.8588449,0.0001341902,0.00001127626,0.0001761642,0.0009204893,0.004648815,0.0003569335,0.003822673,0.1280189,0.0001281968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081687,0.0004802867,0.00113574,0.08340828,0.0006421263,0.0008511678,0.001534585,0.00004544048,0.003733665],"genre_scores_gemma":[0.9953322,0.00006532387,0.001313526,0.0004104754,0.0003765962,0.0001780666,0.001559543,0.00001108297,0.0007532172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474535,"threshold_uncertainty_score":0.4059711,"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."}}