{"id":"W3180364617","doi":"10.1186/s12890-021-01602-7","title":"Internet search results correlate with seasonal variation of sarcoidosis","year":2021,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Etiology; Sarcoidosis; Incidence (geometry); Demography; Seasonality; Epidemiology; Pathology; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007102381,0.00008988353,0.0002301988,0.001482702,0.0001499719,0.0007474875,0.0002357669,0.0002180609,0.002651637],"category_scores_gemma":[0.00690395,0.00009732111,0.0003171754,0.002629007,0.000251113,0.0006440973,0.0003922374,0.0003424663,0.000380492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216254,"about_ca_system_score_gemma":0.000170945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002936141,"about_ca_topic_score_gemma":0.004242439,"domain_scores_codex":[0.9993488,0.000159693,0.0001315985,0.0001390767,0.0001190409,0.0001017121],"domain_scores_gemma":[0.9902804,0.003697199,0.004200079,0.0003854593,0.0009126801,0.0005241493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009496588,0.00001601196,0.9932145,0.00006495143,0.00007020854,0.00008285316,0.0001979104,0.0001363815,0.000543505,0.00004927371,0.000466215,0.005063176],"study_design_scores_gemma":[0.000001113372,0.00001690837,0.9989225,0.00001287406,0.00001069774,0.0001946636,0.0002393131,0.0002227096,0.00006583019,0.00003032499,0.0002808272,0.000002312232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957443,0.0008397838,0.0002502381,0.0002035076,0.0000155191,0.00001093537,0.001224037,0.00001716685,0.001694508],"genre_scores_gemma":[0.998973,0.0001671289,0.0001122691,0.00001830912,0.00001608867,0.000004247305,0.0005756863,0.000005797183,0.0001274509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002936141,"threshold_uncertainty_score":0.008870602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543502254048267,"score_gpt":0.2812322432705365,"score_spread":0.2457972207300538,"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."}}