{"id":"W2889316117","doi":"10.1016/j.humimm.2018.07.091","title":"P033 The effect of pronase on B-cell flow cytometry crossmatch results: A case study","year":2018,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services","funders":"","keywords":"Pronase; Human leukocyte antigen; Antibody; Antigen; Immunology; Epitope; Transplantation; B cell; Molecular biology; Biology; Medicine; Internal medicine; Biochemistry; Trypsin","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":[0.0002571106,0.0001521244,0.0003174614,0.0001218406,0.0002105313,0.00001003766,0.00009255599,0.00006817741,0.00009188477],"category_scores_gemma":[0.00003548717,0.00008256012,0.00008894421,0.0001593547,0.0002480366,0.00002182152,0.00002349156,0.0001667263,0.0001414599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003432577,"about_ca_system_score_gemma":0.00001851743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140775,"about_ca_topic_score_gemma":0.00006313586,"domain_scores_codex":[0.998957,0.0001932981,0.0003092404,0.0002193964,0.0001366219,0.0001844766],"domain_scores_gemma":[0.9990293,0.0002682928,0.0001105238,0.0004987358,0.00006245926,0.00003069954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07307956,0.01560397,0.6797039,0.001688792,0.007938858,0.05611238,0.05149614,0.00002010716,0.08697524,0.0003037695,0.001019265,0.026058],"study_design_scores_gemma":[0.1104518,0.2032617,0.4640639,0.000567017,0.001756216,0.0100372,0.004467716,0.00005522797,0.2036655,0.00004432437,0.001152253,0.0004772375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958723,0.0001113966,0.000008421325,0.0000648744,0.0001379279,0.0009334325,0.00002730075,0.0000321742,0.002812217],"genre_scores_gemma":[0.9984091,0.000007497113,0.00004935356,0.0000608658,0.00005826937,0.00005290583,0.00002873508,0.00001614365,0.00131715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.21564,"threshold_uncertainty_score":0.3366704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312293476019724,"score_gpt":0.3474325525385439,"score_spread":0.3243096177783467,"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."}}