{"id":"W2902211471","doi":"10.1097/mot.0000000000000593","title":"Measuring alloantibodies: a matter of quantity and quality","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Human leukocyte antigen; Epitope; Antibody; Immunology; Medicine; Donor specific antibodies; Transplantation; Antigen; Panel reactive antibody; Isoantibodies; 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":[0.008645813,0.0008708303,0.004166365,0.004796082,0.0003739505,0.003926227,0.002009817,0.001871858,0.003265912],"category_scores_gemma":[0.02572433,0.0005828459,0.001462861,0.005954949,0.001972999,0.003836372,0.001576747,0.002062607,0.001028996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607656,"about_ca_system_score_gemma":0.005437812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002126023,"about_ca_topic_score_gemma":0.002491447,"domain_scores_codex":[0.9944929,0.001375055,0.001611224,0.0006143901,0.001785433,0.0001210797],"domain_scores_gemma":[0.9659835,0.02458506,0.003888648,0.0007044806,0.004523886,0.0003145183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009907196,0.00003230386,0.000897401,0.1842031,0.0006971913,0.0001013138,0.0001981643,0.0003141786,0.0006606181,0.005798077,0.02133577,0.7856629],"study_design_scores_gemma":[0.00003212062,0.0001287658,0.004242191,0.1437445,0.002042606,0.001531855,0.0004945858,0.0002200902,0.0007618577,0.00728818,0.8394295,0.00008357644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007924819,0.9982082,0.0001663957,0.0009638871,0.0002687436,0.000008331765,0.00003375276,0.000003978927,0.0002675037],"genre_scores_gemma":[0.00104406,0.9975421,0.000346362,0.0005554117,0.0003533315,0.00001911465,0.00003994891,0.000003961904,0.00009568077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008645813,"threshold_uncertainty_score":0.04572397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.26889430554466,"score_gpt":0.4486302476298505,"score_spread":0.1797359420851905,"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."}}