{"id":"W2993448153","doi":"10.1136/annrheumdis-2019-216561","title":"The 2019 American College of Rheumatology/European League Against Rheumatism classification criteria for IgG4-related disease","year":2019,"lang":"en","type":"review","venue":"Annals of the Rheumatic Diseases","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":739,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Academy of Medical Sciences","keywords":"Medicine; Rheumatism; Rheumatology; Radiological weapon; Internal medicine; Pathological; Cohort; Serology; Physical therapy; Radiology; Immunology","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":[0.001235814,0.001477579,0.00379975,0.007485949,0.0003999835,0.001247781,0.00135934,0.001378834,0.01239497],"category_scores_gemma":[0.002612978,0.0003881377,0.00218406,0.004504953,0.0004857136,0.001115835,0.001206446,0.001918501,0.004538249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450997,"about_ca_system_score_gemma":0.004395831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005876908,"about_ca_topic_score_gemma":0.01420728,"domain_scores_codex":[0.9992005,0.000122751,0.000283162,0.00006589312,0.0002438052,0.00008393209],"domain_scores_gemma":[0.9988379,0.0003188937,0.0003496658,0.00002180072,0.0003924184,0.00007925342],"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":[0.0002377769,0.0000537796,0.0005746012,0.07732036,0.0006513302,0.0002129748,0.00003926626,0.0001571325,0.0005854421,0.001350972,0.1831556,0.7356608],"study_design_scores_gemma":[0.0002626254,0.00009747322,0.003175474,0.05117999,0.002015968,0.001184861,0.00006796361,0.00007633314,0.0001425835,0.001104803,0.9406508,0.00004123322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00010036,0.9940625,0.0001337556,0.001022161,0.001727112,0.00005388699,0.0004448413,0.00001945971,0.002435868],"genre_scores_gemma":[0.0008409093,0.9934828,0.0005556876,0.00180955,0.0008339301,0.0000554227,0.000813831,0.000004758213,0.001603202],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01239497,"threshold_uncertainty_score":0.04146528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777348448428596,"score_gpt":0.3657352021246958,"score_spread":0.2880003572818363,"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."}}