{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232412,0.0001525474,0.000443128,0.00008742746,0.00003544414,0.00001230316,0.0002947093,0.00006479386,0.0002315199],"category_scores_gemma":[0.00162265,0.00008874766,0.0003077782,0.0002492929,0.000193175,0.0002169805,0.0001215706,0.00008718829,0.00001315597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001888634,"about_ca_system_score_gemma":0.0002440794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005867744,"about_ca_topic_score_gemma":0.000001616502,"domain_scores_codex":[0.9980474,0.0002165891,0.0007532235,0.0001858121,0.000621761,0.0001751859],"domain_scores_gemma":[0.9979323,0.0002622136,0.0005867251,0.0007641871,0.0003671152,0.00008748699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007414508,0.001352021,0.9872653,0.001043925,0.0001678323,5.125389e-7,0.0002379156,0.00005396268,0.001305231,0.0003646737,0.005727012,0.001740135],"study_design_scores_gemma":[0.0009212977,0.0001328706,0.9918375,0.002799524,0.0001638528,7.099449e-7,0.0001091377,0.0008661135,0.002489952,0.0003834996,0.0002079373,0.00008758474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972368,0.0002212402,0.000001125051,0.0007791127,0.0001847188,0.001153768,0.0002357593,0.00001113729,0.0001763622],"genre_scores_gemma":[0.9993276,0.00008326591,0.00002002989,0.0002696406,0.000008530388,0.0000229904,0.0000412009,0.00001807727,0.0002086535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005519074,"threshold_uncertainty_score":0.3619024,"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."}}