{"id":"W2166599016","doi":"10.1002/art.27580","title":"The 2010 American College of Rheumatology/European League Against Rheumatism classification criteria for rheumatoid arthritis: Phase 2 methodological report","year":2010,"lang":"en","type":"article","venue":"Arthritis & Rheumatism","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":337,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Versus Arthritis; National Institute for Health and Care Research","keywords":"Rheumatism; Medicine; Rheumatology; Rheumatoid arthritis; Synovitis; League; Physical therapy; Arthritis; Internal medicine","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006309502,0.0007321307,0.002001788,0.0003967947,0.001309079,0.0001888869,0.0008125216,0.000315458,0.0004037882],"category_scores_gemma":[0.007387917,0.0005991418,0.0006493097,0.0006334194,0.003297919,0.0005066804,0.0002354366,0.001249688,0.0001313357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006136434,"about_ca_system_score_gemma":0.0004478524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003769546,"about_ca_topic_score_gemma":0.00131113,"domain_scores_codex":[0.9920984,0.001269877,0.00298811,0.00117816,0.001030953,0.001434536],"domain_scores_gemma":[0.991842,0.00302847,0.001514153,0.001959958,0.0009359458,0.0007194732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008702534,0.0008674687,0.004366994,0.0001150049,0.0004257105,0.0003415194,0.0007778093,9.814613e-7,0.06138733,0.03496482,0.03148473,0.8643974],"study_design_scores_gemma":[0.09227553,0.01215606,0.1525491,0.02105978,0.00008283158,0.06983923,0.01303808,0.00920181,0.02329063,0.04451845,0.5564757,0.005512796],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600394,0.01756771,0.007686977,0.006098817,0.002189302,0.002903521,0.0007875735,0.0004523399,0.002274365],"genre_scores_gemma":[0.7548854,0.2204085,0.02317375,0.0001372318,0.00005872298,0.0005597342,0.000393117,0.0001464309,0.0002371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8588846,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551563556867007,"score_gpt":0.3582358058382146,"score_spread":0.3030794501515139,"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."}}