{"id":"W1996845953","doi":"10.1007/s00296-011-2261-8","title":"Baseline HAQ and SF-36 questionnaire scores cannot predict clinical remission, radiographic progression or the need for biological therapy in a three-year prospective study of a Brazilian early rheumatoid arthritis cohort","year":2011,"lang":"en","type":"article","venue":"Rheumatology International","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Rheumatoid arthritis; Internal medicine; Rheumatology; Cohort; Prospective cohort study; Physical therapy; Cohort study; Radiography; 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":[0.002379111,0.001328474,0.001521014,0.001064986,0.001827426,0.001752756,0.001330544,0.001076819,0.001269549],"category_scores_gemma":[0.00593148,0.00152349,0.001345211,0.001372844,0.001413072,0.000777805,0.00105143,0.001859079,0.000371134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278183,"about_ca_system_score_gemma":0.001983613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1095023,"about_ca_topic_score_gemma":0.101267,"domain_scores_codex":[0.9986176,0.0003861738,0.0000739119,0.0003283346,0.0001774034,0.0004165853],"domain_scores_gemma":[0.9964042,0.0009606214,0.0009172264,0.0004789494,0.0004630323,0.0007760242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004697869,0.0003754096,0.9929199,0.00002275191,0.0001765411,0.0005020983,0.00194776,0.00003033714,0.0009172113,0.00006029143,0.0001460377,0.002431927],"study_design_scores_gemma":[0.0000607207,0.0003382571,0.9969071,0.00002048684,0.0001754426,0.0004851186,0.001464387,0.0001415384,0.00005536386,0.00005277156,0.0002845096,0.00001440578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992563,0.0002618514,0.00005716604,0.00007913553,0.000007052372,0.00001272119,0.00007248787,0.000001776165,0.0002515512],"genre_scores_gemma":[0.9991674,0.0002721331,0.00006674341,0.00006610657,0.000009857844,0.00001758254,0.0001593115,0.000004625123,0.0002361843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095023,"threshold_uncertainty_score":0.2177297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406363665905558,"score_gpt":0.3371118605933414,"score_spread":0.2964754940027856,"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."}}