{"id":"W3046879163","doi":"10.1136/annrheumdis-2020-eular.1530","title":"FRI0352 PROBABILITY OF ACHIEVING LOW DISEASE ACTIVITY OR REMISSION WITH APREMILAST TREATMENT AMONG DMARD-NAIVE SUBJECTS WITH ACTIVE PSORIATIC ARTHRITIS","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Dactylitis; Apremilast; Psoriatic arthritis; Internal medicine; Disease; Arthritis; Post-hoc analysis; Physical therapy; Gastroenterology; Enthesitis","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":[0.0007998145,0.0002141606,0.0003764573,0.0004845067,0.0003003599,0.0007376606,0.0003648456,0.0007186243,0.007801621],"category_scores_gemma":[0.00397837,0.0001770383,0.000662537,0.0003421763,0.0002256884,0.0004127452,0.0002770493,0.0006684494,0.0009586794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094413,"about_ca_system_score_gemma":0.0002683426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003088884,"about_ca_topic_score_gemma":0.002307133,"domain_scores_codex":[0.9993539,0.0002554323,0.00004940823,0.0001281359,0.00009036488,0.000122617],"domain_scores_gemma":[0.9974892,0.0009768418,0.0008026573,0.0001595349,0.0001048983,0.0004668857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01211158,0.0004533255,0.971871,0.00005498653,0.0003014009,0.000301985,0.0000633124,0.0002075172,0.002208103,0.0001596223,0.00101439,0.01125286],"study_design_scores_gemma":[0.0001448111,0.001130364,0.9968451,0.000007266161,0.0001023693,0.0004927082,0.00006495916,0.0005635196,0.00015203,0.00006922449,0.0004184105,0.000009276117],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950067,0.0009528775,0.0001838227,0.0002160234,0.00004134929,0.00001461149,0.000976311,0.00001939542,0.002588829],"genre_scores_gemma":[0.9986835,0.0000789305,0.000051555,0.00006217166,0.00002754398,0.000005275402,0.0002757879,0.000002942266,0.0008123048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007801621,"threshold_uncertainty_score":0.02609903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993101138270144,"score_gpt":0.2754389991334187,"score_spread":0.2355079877507173,"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."}}