{"id":"W2921652873","doi":"10.1136/annrheumdis-2018-214436","title":"Clinical relevance of HEp-2 indirect immunofluorescent patterns: the International Consensus on ANA patterns (ICAP) perspective","year":2019,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":360,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Anti-nuclear antibody; Context (archaeology); Relevance (law); Pathology; Autoantibody; Immunology; Antibody; Biology; Political science","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":[0.0008539922,0.0001841283,0.0006162311,0.0001031817,0.00004800249,0.00001838618,0.0007512124,0.00006338479,0.0003647267],"category_scores_gemma":[0.003363101,0.00009637997,0.0005066319,0.0001557365,0.0002726591,0.00003536398,0.0002418736,0.0002579789,0.00007913618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007189731,"about_ca_system_score_gemma":0.0002390349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741265,"about_ca_topic_score_gemma":0.00001068509,"domain_scores_codex":[0.9970156,0.0004164332,0.0008441418,0.0003033629,0.001156591,0.0002638786],"domain_scores_gemma":[0.9954166,0.002156076,0.0005615934,0.001175386,0.0005797755,0.0001105676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001015401,0.0009332076,0.9781215,0.00104007,0.001179726,0.000007920336,0.00124915,0.00002049116,0.0001026827,0.0008290451,0.008838532,0.00666234],"study_design_scores_gemma":[0.00289704,0.0007034358,0.9662569,0.01437717,0.0001791909,0.0001822876,0.009374887,0.001007728,0.003341762,0.001091361,0.0003723494,0.0002159408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854267,0.001542056,0.000003821505,0.00989346,0.0006182636,0.00103118,0.0002246134,0.00002085285,0.001239111],"genre_scores_gemma":[0.9970014,0.00174484,0.00001359489,0.0005573141,0.00006676583,0.00002906059,0.000009472468,0.00002663696,0.0005508913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133371,"threshold_uncertainty_score":0.4026189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0690074511666344,"score_gpt":0.3822123925064518,"score_spread":0.3132049413398175,"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."}}