{"id":"W4307128057","doi":"10.1002/art.42347","title":"American College of Rheumatology/<scp>EULAR</scp> Remission Criteria for Rheumatoid Arthritis: 2022 Revision","year":2022,"lang":"en","type":"article","venue":"Arthritis & Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; Research Canada; University of British Columbia","funders":"Janssen Biotech; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Rheumatoid arthritis; Rheumatology; Internal medicine; Methotrexate; Placebo; Physical therapy; Randomized controlled trial; Alternative medicine; Pathology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001806557,0.0006750804,0.002812515,0.0008978513,0.001099162,0.00003963292,0.0006980004,0.000250395,0.001381296],"category_scores_gemma":[0.002751924,0.0007418565,0.0006514134,0.001193207,0.001343302,0.0003071647,0.0006747553,0.0009368234,0.000074299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001672062,"about_ca_system_score_gemma":0.0006945146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006011096,"about_ca_topic_score_gemma":0.0002450009,"domain_scores_codex":[0.9927114,0.0009954437,0.002163865,0.001302109,0.001126405,0.001700812],"domain_scores_gemma":[0.9948967,0.001648571,0.0009543232,0.00125062,0.0005737273,0.0006761032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003018773,0.002926282,0.1926883,0.001184221,0.001200701,0.001097347,0.003522779,0.00002280476,0.02729251,0.07234049,0.3585747,0.3361311],"study_design_scores_gemma":[0.02439649,0.00877313,0.003487785,0.004141761,0.00002287253,0.04230895,0.01568904,0.001207074,0.008018735,0.008851467,0.8822789,0.0008237752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138381,0.07807413,0.0006061264,0.002078547,0.000966475,0.002208519,0.001289958,0.0003235334,0.000614553],"genre_scores_gemma":[0.7920928,0.2028126,0.003148709,0.0002616283,0.00001729312,0.0007473127,0.0004653301,0.0001546066,0.0002996902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5237042,"threshold_uncertainty_score":0.9995316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286238408947756,"score_gpt":0.2876443178133984,"score_spread":0.2747819337239208,"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."}}