{"id":"W1994745820","doi":"10.1007/s40472-014-0010-0","title":"Sensitized Patients, Transplant, and Management","year":2014,"lang":"en","type":"article","venue":"Current Transplantation Reports","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Human leukocyte antigen; Immunology; Transplantation; Panel reactive antibody; Kidney transplantation; Antibody; Intensive care medicine; Sensitization; Desensitization (medicine); Dialysis; Antigen; 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":[0.001143018,0.0001019583,0.0001943558,0.0006317373,0.0009334409,0.001928888,0.0003931783,0.0009137331,0.00443534],"category_scores_gemma":[0.004942498,0.0001045518,0.0001915577,0.0009480223,0.0005288379,0.00103805,0.0007100279,0.001384574,0.0002084911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008074128,"about_ca_system_score_gemma":0.001946266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921326,"about_ca_topic_score_gemma":0.003621486,"domain_scores_codex":[0.9992123,0.0002527422,0.00009525459,0.00006917492,0.0001656468,0.0002048456],"domain_scores_gemma":[0.9984264,0.0003532069,0.0005319273,0.0000406356,0.00009764108,0.0005502668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001998953,0.0007205234,0.8757159,0.000222505,0.00009053977,0.002289105,0.001484677,0.0001676039,0.0003152193,0.01098399,0.01517731,0.09263276],"study_design_scores_gemma":[0.0001022276,0.0003286044,0.9117441,0.001544965,0.000187603,0.01180881,0.01054793,0.0004931426,0.0002967151,0.01268154,0.05020762,0.00005680952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7481059,0.09728987,0.0004770104,0.1030287,0.001566062,0.00004305074,0.0003172373,0.00002021291,0.04915192],"genre_scores_gemma":[0.9667004,0.02547652,0.0001909021,0.004179656,0.001790178,0.00002123899,0.0001477315,0.000005045621,0.001488241],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00443534,"threshold_uncertainty_score":0.01483768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127600515098292,"score_gpt":0.2709341502171215,"score_spread":0.2581740987072924,"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."}}