{"id":"W4282975777","doi":"10.3899/jrheum.220412","title":"The Patient Experience of Drug Side Effects in Rheumatoid Arthritis: Intriguing Data From an Exploratory Online Survey","year":2022,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankylosing spondylitis; Radiological weapon; Rheumatoid arthritis; Osteoporosis; Ankylosis; Axial skeleton; Calcification; Physical therapy; Surgery; Radiology; Internal medicine; Anatomy","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":[0.000583147,0.000239516,0.0002754905,0.0004905323,0.0008792731,0.0008799981,0.0002360068,0.001677869,0.001718962],"category_scores_gemma":[0.006008446,0.0001443979,0.0002033618,0.0008570607,0.0003553021,0.0006878689,0.0003289563,0.0009327098,0.0005088164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003211155,"about_ca_system_score_gemma":0.0002708784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002456155,"about_ca_topic_score_gemma":0.002795268,"domain_scores_codex":[0.9991248,0.0004674412,0.00009355522,0.00006470488,0.0001291482,0.0001203794],"domain_scores_gemma":[0.9969572,0.00154175,0.0005735368,0.0001008299,0.0004118388,0.0004148619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000139382,0.0001919078,0.726355,0.00009854721,0.00004540239,0.23931,0.005154371,0.00009918734,0.0007447967,0.0002738077,0.01452279,0.01306493],"study_design_scores_gemma":[0.00002875862,0.0003961801,0.3744592,0.000189686,0.0000645,0.5866065,0.01554145,0.0008600242,0.0003344163,0.0003807114,0.02107893,0.00005963898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563128,0.001463029,0.0003114213,0.02856953,0.0001915929,0.00003039818,0.0003117847,0.00002201389,0.01278735],"genre_scores_gemma":[0.9894343,0.001016653,0.0001808829,0.007766473,0.0004916027,0.00001159699,0.0001034826,0.000006801808,0.0009881252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456155,"threshold_uncertainty_score":0.005750537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540925672775049,"score_gpt":0.3062815878192241,"score_spread":0.2708723310914736,"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."}}