{"id":"W3041188280","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a3367","title":"Anti-Neutrophil Cytoplasmic Antibody Screening in Idiopathic Interstitial Lung Disease","year":2020,"lang":"en","type":"article","venue":"","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Interstitial lung disease; Antibody; Disease; Cytoplasm; Medicine; Lung; Immunology; Pathology; Biology; Internal medicine; Cell biology","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":[0.0007232939,0.0002870631,0.0003401431,0.001422626,0.0003501075,0.0004758001,0.0003038363,0.0006453167,0.0009587617],"category_scores_gemma":[0.002305472,0.0001799765,0.0001592247,0.0005028052,0.0003415905,0.000415202,0.0002584308,0.0003564152,0.0001699166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002804122,"about_ca_system_score_gemma":0.0003790959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309159,"about_ca_topic_score_gemma":0.003603291,"domain_scores_codex":[0.9995614,0.0001568304,0.00005065283,0.00003752675,0.00008739789,0.0001063022],"domain_scores_gemma":[0.9993438,0.0002805378,0.00009706563,0.00001724492,0.0001082812,0.0001530414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006801601,0.0001963285,0.9748618,0.00004647166,0.00003297334,0.005351267,0.00009666573,0.00006720496,0.002962258,0.00009461089,0.0004544139,0.01515587],"study_design_scores_gemma":[0.00003273421,0.0005020209,0.9814941,0.00004940926,0.00007252545,0.01491625,0.0004132984,0.0005532085,0.0008442021,0.0001543621,0.00096049,0.000007460409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909363,0.004754444,0.0001701189,0.0003241133,0.00005299487,0.000009021221,0.00004085129,0.000008406048,0.003703736],"genre_scores_gemma":[0.9987946,0.0005840202,0.0001294517,0.000094666,0.00004117391,0.000002603294,0.00003467528,9.045023e-7,0.0003178536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002309159,"threshold_uncertainty_score":0.004591405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04229814697996285,"score_gpt":0.3386203667842861,"score_spread":0.2963222198043232,"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."}}