{"id":"W2951206277","doi":"10.1136/annrheumdis-2019-eular.3751","title":"OP0170 USE OF THE PROVISIONAL EULAR/ACR IGG4-RD CLASSIFICATION CRITERIA IN A COHORT OF SPANISH PATIENTS","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cohort; Retrospective cohort study; Internal medicine; IgG4-related disease; Disease","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":[0.0008066488,0.0005870233,0.0006955877,0.001049923,0.0005652654,0.001239445,0.0005254005,0.0007455425,0.00372931],"category_scores_gemma":[0.003372108,0.0003219564,0.0007860365,0.001312997,0.0003991958,0.0004750573,0.0005188116,0.0007177537,0.0006667789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006714183,"about_ca_system_score_gemma":0.0009354968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539769,"about_ca_topic_score_gemma":0.008733281,"domain_scores_codex":[0.999423,0.0001228779,0.00004487378,0.0001380916,0.0000842162,0.0001868733],"domain_scores_gemma":[0.9990501,0.0001945535,0.0002859528,0.00009296197,0.0002282923,0.0001481308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005031766,0.00007801513,0.9933267,0.00002990562,0.0001328787,0.0009459478,0.0001977818,0.00006987245,0.0003807255,0.0001111345,0.001090165,0.003133734],"study_design_scores_gemma":[0.00007286514,0.0001448806,0.9933712,0.00005900017,0.0001418325,0.002350181,0.001243946,0.0002583931,0.00007314845,0.0001837414,0.002082548,0.00001812458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955423,0.0005926684,0.00009603984,0.0001642682,0.00004659386,0.00001323922,0.0008323772,0.000005364944,0.002707066],"genre_scores_gemma":[0.9964127,0.0004447893,0.00008565677,0.0002167125,0.00006217433,0.00002381824,0.0017281,0.00001635679,0.001009815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01539769,"threshold_uncertainty_score":0.03061616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03974752607038922,"score_gpt":0.2960055773270297,"score_spread":0.2562580512566405,"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."}}