{"id":"W2119198385","doi":"10.3899/jrheum.141054","title":"Clinical and Serological Analysis of Patients with Positive Anticyclic Citrullinated Peptide Antibodies Referred Through a Rheumatology Central Triage System","year":2015,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Cumming School of Medicine, University of Calgary; Arthritis Society; University of Calgary","keywords":"Medicine; Rheumatology; Serology; Triage; Internal medicine; Antibody; Immunology; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0005599039,0.0002714627,0.0002578663,0.001430644,0.0006284628,0.0006398271,0.000473383,0.000613638,0.002731382],"category_scores_gemma":[0.003865832,0.0002057034,0.0002523951,0.001111159,0.000495192,0.0003832132,0.000369023,0.0004563165,0.0004547386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068817,"about_ca_system_score_gemma":0.00118032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03067249,"about_ca_topic_score_gemma":0.03809936,"domain_scores_codex":[0.9991972,0.0001623273,0.0001135356,0.0001454802,0.0002313448,0.0001501283],"domain_scores_gemma":[0.997498,0.0004338126,0.000953744,0.00007729103,0.0005029478,0.0005341266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004645982,0.00001552066,0.9993092,0.00000286114,0.000006225343,0.0001868996,0.00002285046,0.00001714913,0.0001041874,0.000003346434,0.00006727155,0.0002179823],"study_design_scores_gemma":[0.000006821073,0.00008074731,0.9982324,0.000006124093,0.00001034291,0.001175533,0.0001565224,0.000175086,0.00005659101,0.000006163055,0.00009103738,0.000002664441],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983424,0.0001638284,0.00004914858,0.00005057596,0.000009106489,0.00001978574,0.0003470889,0.00000449019,0.001013547],"genre_scores_gemma":[0.9993849,0.00004789511,0.00006540269,0.00004072336,0.00001050815,0.000007845109,0.0003014121,9.96024e-7,0.0001403794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03067249,"threshold_uncertainty_score":0.06098789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262903853717281,"score_gpt":0.3180866282689987,"score_spread":0.2854575897318259,"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."}}