{"id":"W157309146","doi":"10.1016/j.humimm.2014.08.090","title":"P028","year":2014,"lang":"ca","type":"article","venue":"Human Immunology","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Cutoff; Human leukocyte antigen; Antibody; Medicine; Antigen; Immunology; Receiver operating characteristic; Predictive value; Internal medicine; Physics","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":[0.0005410879,0.0004250167,0.0003458925,0.001016814,0.001311356,0.004312642,0.0006584357,0.002670321,0.6461865],"category_scores_gemma":[0.002757359,0.0002653381,0.0003776417,0.0006295152,0.0007952133,0.0008190571,0.001020259,0.00183301,0.3665905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030005,"about_ca_system_score_gemma":0.002450024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942547,"about_ca_topic_score_gemma":0.00834292,"domain_scores_codex":[0.9996585,0.00005060565,0.00001638792,0.00005381049,0.0001504705,0.00007014283],"domain_scores_gemma":[0.9982363,0.0003630744,0.0000501122,0.0001358568,0.0006319858,0.0005826523],"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":[0.00005469492,0.00003383951,0.0003183553,0.00004977764,0.000002653652,0.00007079067,0.00001984833,0.00001629363,0.0002547914,0.003524997,0.9385275,0.05712645],"study_design_scores_gemma":[0.00002180267,0.00002437727,0.001226712,0.00008106809,0.000003096227,0.0001538603,0.00004629228,0.00004239811,0.0002026665,0.002277655,0.9959164,0.000003534451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009995974,0.001728932,0.00041887,0.02785226,0.01320365,0.0001195026,0.001230321,0.0002816234,0.9541652],"genre_scores_gemma":[0.003767493,0.0006265738,0.0002517791,0.005557249,0.004399839,0.00003658383,0.0003785633,0.00006068923,0.9849212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3538135,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190165754580325,"score_gpt":0.3056432801038995,"score_spread":0.2837416225580963,"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."}}