{"id":"W2916468652","doi":"10.1002/acr.23008","title":"Routine Assessment of Patient Index Data 3 and the American College of Rheumatology/European League Against Rheumatism Provisional Remission Definitions as Predictors of Radiographic Outcome in a Rheumatoid Arthritis Clinical Trial With Tocilizumab","year":2016,"lang":"en","type":"article","venue":"Arthritis Care & Research","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Rheumatism; Rheumatoid arthritis; Rheumatology; Internal medicine; Physical therapy; Tocilizumab","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":[0.01280342,0.0005463384,0.001216285,0.0003809653,0.0002375354,0.0008516767,0.000488605,0.0007080771,0.0007226621],"category_scores_gemma":[0.01634188,0.0002026118,0.001111845,0.0005973857,0.0003703617,0.0005725984,0.0005149124,0.001441884,0.000131559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422161,"about_ca_system_score_gemma":0.0006042439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003557042,"about_ca_topic_score_gemma":0.0006642311,"domain_scores_codex":[0.9929456,0.005033543,0.0005411254,0.0004811198,0.0007435509,0.0002549128],"domain_scores_gemma":[0.9742075,0.01106508,0.01162725,0.001060084,0.0007671932,0.001272897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.290789,0.001747984,0.6590673,0.0004442041,0.002434123,0.0001068138,0.0001536189,0.002518823,0.002470611,0.0001379743,0.001114343,0.03901518],"study_design_scores_gemma":[0.01881121,0.03894832,0.9277933,0.0001124546,0.00194223,0.0004341932,0.00004558775,0.008661366,0.001554919,0.0003140941,0.001321149,0.00006120594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945742,0.002686606,0.0007047201,0.0002075816,0.00003808324,0.0001943686,0.000589642,0.00003085157,0.0009740451],"genre_scores_gemma":[0.9983587,0.0001591459,0.0005754986,0.00008525945,0.00003798256,0.0001350931,0.0005539818,0.000003850423,0.00009061542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280342,"threshold_uncertainty_score":0.06771177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05719573734806482,"score_gpt":0.3767584280598635,"score_spread":0.3195626907117987,"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."}}