{"id":"W4379518108","doi":"10.1136/annrheumdis-2023-eular.1455","title":"POS0325 RHEUMATOID ARTHRITIS PATIENTS AND WEATHER PATTERNS: A RHUMADATA™ STUDY OF 14,200 PATIENT-REPORTED OUTCOMES MATCHED WITH METEOROLOGICAL DATA","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Pfizer","keywords":"Medicine; Rheumatoid arthritis; Arthritis; Internal medicine","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":[0.001250962,0.0006879351,0.0008471399,0.001221035,0.0009449877,0.001219524,0.0005660642,0.0006994592,0.002083597],"category_scores_gemma":[0.002626825,0.0007568096,0.001211656,0.003260544,0.0005040541,0.001029782,0.0008698227,0.0008048218,0.000874939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005501182,"about_ca_system_score_gemma":0.0005602773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220751,"about_ca_topic_score_gemma":0.009632947,"domain_scores_codex":[0.9982167,0.0004688308,0.0002369868,0.0005545227,0.0002599038,0.0002629845],"domain_scores_gemma":[0.9975962,0.0004172575,0.00106469,0.0003330655,0.0002101055,0.0003785803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007787978,0.00009902687,0.997675,0.0000115756,0.0002980718,0.00008240694,0.00008145759,0.00003342694,0.0001996681,0.000009691764,0.0000863232,0.0006445654],"study_design_scores_gemma":[0.00004182059,0.0003391154,0.9988488,0.000003372934,0.00009923343,0.0001331719,0.0002089995,0.0000921071,0.00003421957,0.00001013775,0.0001814628,0.000007552489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986237,0.0001599006,0.00007193542,0.00001034914,0.000009512139,0.00001289345,0.000833552,0.00000282633,0.0002753788],"genre_scores_gemma":[0.9973856,0.0001005184,0.00006129595,0.00003050327,0.00002024978,0.00002508131,0.002090918,0.000003579184,0.0002824358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220751,"threshold_uncertainty_score":0.02427292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027373645126794,"score_gpt":0.3320840911281712,"score_spread":0.2293467266154918,"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."}}