{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00163081,0.0002481633,0.0007247233,0.0003496226,0.0001655035,0.00002844863,0.000308186,0.0002213764,0.0001810605],"category_scores_gemma":[0.001744919,0.0001338104,0.00014234,0.0002877211,0.0009044438,0.0001404315,0.00009885328,0.0004419876,0.000002800399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230973,"about_ca_system_score_gemma":0.0002264985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009467101,"about_ca_topic_score_gemma":0.001782937,"domain_scores_codex":[0.9972115,0.0004150707,0.001034252,0.000555189,0.000432289,0.0003517403],"domain_scores_gemma":[0.998206,0.0005208906,0.0002952816,0.0003175807,0.0004858003,0.0001744558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01179227,0.001794433,0.9571422,0.00001445882,0.0005021275,0.00004524009,0.001553686,2.109777e-7,0.00004540246,0.001092805,0.0003201111,0.02569709],"study_design_scores_gemma":[0.01238582,0.00590351,0.9763743,0.0011187,0.000003850798,0.0004366321,0.0006768733,0.0005097311,0.00009304035,0.002152466,0.0001983572,0.0001467748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924088,0.002863492,0.0002070859,0.001016614,0.0002894917,0.003051117,0.00003543967,0.00007047648,0.00005749545],"genre_scores_gemma":[0.959059,0.03943378,0.000611125,0.00004612607,0.00003281306,0.0007435626,0.00003208261,0.00002594804,0.00001557295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03657029,"threshold_uncertainty_score":0.5456631,"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."}}