{"id":"W2741941969","doi":"10.1016/j.humimm.2012.07.175","title":"49-P","year":2012,"lang":"en","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Human leukocyte antigen; Medicine; Cutoff; Donor specific antibodies; Predictive value; Internal medicine; Antibody; Retrospective cohort study; Gastroenterology; Immunology; Antigen","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007477617,0.0007497375,0.0004461724,0.00188258,0.001950051,0.005336314,0.0008487853,0.002841123,0.6340335],"category_scores_gemma":[0.003000772,0.0003067787,0.000625849,0.0009887971,0.000880113,0.001377193,0.002474008,0.002180225,0.5320057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519887,"about_ca_system_score_gemma":0.00180719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008527018,"about_ca_topic_score_gemma":0.01333254,"domain_scores_codex":[0.9993289,0.00007801327,0.00002705406,0.0001189733,0.0003468211,0.0001004185],"domain_scores_gemma":[0.9989057,0.0002642313,0.00003640343,0.0001860971,0.0004245024,0.0001829962],"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":[0.00005703503,0.00007795229,0.0004763426,0.0001137555,0.000008227016,0.0001303618,0.00009666797,0.0001125158,0.001207885,0.0338449,0.8274951,0.1363793],"study_design_scores_gemma":[0.000006153777,0.00001340235,0.0007901204,0.00005843499,0.00000341366,0.00006653817,0.00004288925,0.00006086154,0.0002142623,0.002194453,0.9965453,0.000004281782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005592756,0.0007536298,0.0005641609,0.002602011,0.003037489,0.00008150523,0.0004274923,0.000239657,0.9917347],"genre_scores_gemma":[0.001501912,0.0002888845,0.0001999349,0.001063622,0.0004690342,0.00002384946,0.0001374296,0.00007129795,0.9962441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3659665,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033093872079764,"score_gpt":0.3344507780354778,"score_spread":0.2941198393146802,"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."}}