{"id":"W2557054319","doi":"","title":"Antibody-mediated Injury and Kidney Transplantation","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Transplantation; Antibody; Medicine; Kidney transplantation; Immunology; Biology; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178906,0.0001781794,0.0002295317,0.0008048505,0.0002529233,0.0005071788,0.0003304157,0.0004937737,0.000902853],"category_scores_gemma":[0.002362069,0.0000890884,0.0002938226,0.0007100726,0.0003054875,0.0003962659,0.0004043368,0.0004345278,0.0001056725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002945999,"about_ca_system_score_gemma":0.0004996848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112515,"about_ca_topic_score_gemma":0.001004326,"domain_scores_codex":[0.9995123,0.0002172074,0.00004832679,0.00005522073,0.00008128937,0.00008560033],"domain_scores_gemma":[0.9984774,0.0004163854,0.0006636197,0.00007408428,0.0001201603,0.0002483543],"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":[0.0001972828,0.00005314743,0.9936401,0.00002640805,0.00006180368,0.0002498942,0.00004081746,0.00009045805,0.0006634904,0.000186939,0.00003983053,0.004749702],"study_design_scores_gemma":[0.00001119686,0.0005039088,0.9945235,0.00002261725,0.00007941503,0.002547199,0.00008501029,0.000561156,0.0005413731,0.0003876632,0.0007289111,0.000007977312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9926701,0.005916374,0.0003904798,0.0001697883,0.00001564073,0.000007898642,0.00004054413,0.000005321033,0.0007840277],"genre_scores_gemma":[0.9988256,0.000777965,0.0001561895,0.00004911477,0.00004215855,0.000003050296,0.00003692906,8.387443e-7,0.0001080912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001178906,"threshold_uncertainty_score":0.006234705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008856964894876447,"score_gpt":0.2773385184049004,"score_spread":0.268481553510024,"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."}}