{"id":"W2774966233","doi":"10.1002/cyto.b.21609","title":"ICCS/ESCCA Consensus Guidelines to detect GPI‐deficient cells in Paroxysmal Nocturnal Hemoglobinuria (PNH) and related Disorders Part 3 – Data Analysis, Reporting and Case Studies","year":2017,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Paroxysmal nocturnal hemoglobinuria; Medicine; Consensus conference; Medical physics; Immunology; Internal medicine","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":[0.08318523,0.001798644,0.002931467,0.01639459,0.001689339,0.004743439,0.007707359,0.005552689,0.004137979],"category_scores_gemma":[0.1300403,0.00119932,0.004629907,0.006842456,0.002785089,0.002781941,0.004422716,0.005102316,0.005917475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003380376,"about_ca_system_score_gemma":0.01515882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00987191,"about_ca_topic_score_gemma":0.009926197,"domain_scores_codex":[0.9219264,0.03581725,0.0251214,0.001708167,0.01376988,0.001656939],"domain_scores_gemma":[0.8212667,0.05211375,0.01918133,0.009287124,0.09447545,0.003675692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002841467,0.0003037534,0.00892147,0.009279334,0.0003736502,0.001514729,0.001366528,0.001726613,0.002865888,0.009610597,0.5943749,0.3693784],"study_design_scores_gemma":[0.0001778272,0.0001977767,0.01476088,0.04346205,0.0005881833,0.006068786,0.00141188,0.002014203,0.003604852,0.01354767,0.9139851,0.0001809405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01741494,0.2396536,0.29486,0.2259001,0.0246308,0.02828812,0.02490496,0.005770238,0.1385771],"genre_scores_gemma":[0.05560246,0.1615185,0.6192941,0.05637474,0.01041926,0.0296318,0.04212424,0.001956418,0.02307851],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08318523,"threshold_uncertainty_score":0.4399308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2405464942218097,"score_gpt":0.4756707278539556,"score_spread":0.2351242336321459,"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."}}