{"id":"W3083896324","doi":"10.1136/annrheumdis-2020-eular.1762","title":"SAT0046 MODIFIED DISEASE ACTIVITY SCORE AT 3 MONTHS IS A SIGNIFICANT PREDICTOR FOR RAPID RADIOGRAPHIC PROGRESSION AT 12 MONTHS COMPARED WITH OTHER MEASURES","year":2020,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Receiver operating characteristic; Methotrexate; Logistic regression; Confounding; Youden's J statistic; Area under the curve; Radiography; Gastroenterology; Surgery","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":[0.0008635622,0.0006012078,0.0007545566,0.0004379318,0.0002638366,0.0007989567,0.0004376852,0.0005993153,0.005191796],"category_scores_gemma":[0.002612338,0.0001841893,0.001065498,0.0005747071,0.0002243849,0.0004761587,0.00039071,0.001090108,0.0007899051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000200518,"about_ca_system_score_gemma":0.0005380217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984321,"about_ca_topic_score_gemma":0.006399696,"domain_scores_codex":[0.9994051,0.0001751079,0.00005374619,0.00009960709,0.0001785892,0.00008780424],"domain_scores_gemma":[0.9979879,0.0005746216,0.0007801912,0.00009002149,0.0002205601,0.0003466812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002704316,0.0001808918,0.9807262,0.00008017699,0.0004872481,0.00009834157,0.00003046992,0.0001958111,0.001294133,0.00003684372,0.0007534191,0.01341223],"study_design_scores_gemma":[0.00004140889,0.00044323,0.9975811,0.00001253004,0.0001883244,0.0002363661,0.00003777762,0.0005190014,0.0001945916,0.00004935422,0.0006864658,0.000009849489],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872031,0.003826053,0.0006917767,0.0003916587,0.0002076587,0.00002882439,0.001721345,0.00007031101,0.00585929],"genre_scores_gemma":[0.9948113,0.0005186912,0.0004688711,0.00006428474,0.00009651847,0.00001223505,0.001436823,0.00001054291,0.00258076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005191796,"threshold_uncertainty_score":0.01736832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08275705078103843,"score_gpt":0.3095095632496165,"score_spread":0.2267525124685781,"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."}}