{"id":"W2413433275","doi":"10.1016/j.humimm.2013.08.116","title":"41-P","year":2013,"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":"McGill University Health Centre","funders":"","keywords":"Antibody; Medicine; Donor specific antibodies; Dialysis; Transplantation; Human leukocyte antigen; De novo synthesis; Kidney transplantation; Internal medicine; Immunology; Antigen; Biology","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":[0.000873371,0.0007011647,0.0004314586,0.001870464,0.002171882,0.005401077,0.0008628684,0.003265614,0.6024318],"category_scores_gemma":[0.00328436,0.0003230445,0.0006744626,0.001075279,0.0008840675,0.001449041,0.002479773,0.002460945,0.4928297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877898,"about_ca_system_score_gemma":0.002636992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094543,"about_ca_topic_score_gemma":0.01863433,"domain_scores_codex":[0.9991996,0.00009630968,0.00003041544,0.0001232769,0.0004292013,0.0001213268],"domain_scores_gemma":[0.9986863,0.0002928931,0.00003803073,0.000199194,0.0005710932,0.0002125872],"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":[0.00005626042,0.00008472327,0.0004495289,0.0001150394,0.000007916951,0.0001202024,0.0001033736,0.000118404,0.001038181,0.0380759,0.8464528,0.1133777],"study_design_scores_gemma":[0.00000632879,0.0000148941,0.0007992306,0.00006326958,0.000003570025,0.0000600924,0.00005537318,0.00006114597,0.0002391906,0.003104981,0.9955869,0.000005020206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005682174,0.000601666,0.0005751413,0.003160774,0.002783938,0.00008454863,0.0005073259,0.0002271583,0.9914913],"genre_scores_gemma":[0.001474396,0.0002479671,0.0002184768,0.001111373,0.0003567697,0.00002179385,0.0001488629,0.00006404422,0.9963564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3975682,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02565395076086441,"score_gpt":0.299835346010524,"score_spread":0.2741813952496596,"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."}}