{"id":"W2792678599","doi":"10.1002/cyto.b.21626","title":"High‐sensitivity 5‐, 6‐, and 7‐color PNH WBC assays for both Canto II and Navios platforms","year":2018,"lang":"en","type":"article","venue":"Cytometry Part B Clinical Cytometry","topic":"Complement system in diseases","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cystic Fibrosis Canada; Toronto General Hospital","funders":"","keywords":"Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00315392,0.0005001464,0.001229032,0.0005262144,0.0009673818,0.00007498729,0.0003076172,0.0006851145,0.0006638251],"category_scores_gemma":[0.003215527,0.000430528,0.0002735216,0.0007405294,0.00162435,0.000268447,0.0008187208,0.0005065602,0.0002687966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008516471,"about_ca_system_score_gemma":0.0001243047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008615122,"about_ca_topic_score_gemma":0.0001476607,"domain_scores_codex":[0.9960972,0.0003317034,0.001310279,0.00115874,0.0001530184,0.0009490532],"domain_scores_gemma":[0.9939155,0.004332246,0.0004573811,0.0007604382,0.0002686449,0.0002657918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002302859,0.001254829,0.8626947,0.0003664242,0.001359379,0.00004176917,0.0001953145,3.576345e-7,0.03953359,0.003054359,0.07311062,0.01608578],"study_design_scores_gemma":[0.01215214,0.006341765,0.8137323,0.0003508113,0.0007230495,0.0003163144,0.0006942303,0.00007733658,0.02432069,0.001183353,0.1384973,0.00161074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913263,0.00167994,0.001157169,0.000297831,0.002974313,0.001110542,0.0009663252,0.0002337046,0.000253867],"genre_scores_gemma":[0.9959841,0.0001327217,0.0006665488,0.0007886828,0.0008505334,0.0001127674,0.0002449679,0.000058882,0.001160745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06538668,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05848938010221997,"score_gpt":0.3634878812527198,"score_spread":0.3049985011504998,"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."}}