{"id":"W4353017562","doi":"10.1097/tp.0000000000004550","title":"On a Long and Winding Road: Alloantibodies in Organ Transplantation","year":2023,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"","keywords":"Immunology; Transplantation; Immune system; Organ transplantation; Antibody; Medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.006546924,0.0004459966,0.001028247,0.001759695,0.001389907,0.00396215,0.0008171584,0.004776929,0.003188172],"category_scores_gemma":[0.00717373,0.0002189161,0.0003630129,0.001303787,0.006082816,0.008771738,0.002563233,0.01063936,0.001061164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690964,"about_ca_system_score_gemma":0.002586287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008610955,"about_ca_topic_score_gemma":0.001995327,"domain_scores_codex":[0.9974953,0.001258334,0.0002292335,0.0001909223,0.000663634,0.0001625792],"domain_scores_gemma":[0.9935464,0.004228177,0.0004777042,0.000218859,0.0008762778,0.0006526631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003238187,0.0002494864,0.002770979,0.003489469,0.00008204646,0.002081731,0.001557979,0.0005282141,0.001718771,0.1039785,0.2887945,0.5944246],"study_design_scores_gemma":[0.00004895483,0.0003211714,0.003578661,0.006743377,0.00006940124,0.00599535,0.002790149,0.0004315242,0.0007279909,0.1233058,0.8558934,0.0000942327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001759744,0.7283407,0.001643785,0.2455153,0.01782642,0.0000102804,0.00002205179,0.00003450808,0.004847181],"genre_scores_gemma":[0.03182334,0.7754768,0.00217416,0.08826264,0.09875128,0.00002200344,0.00003793183,0.00005515312,0.003396768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006546924,"threshold_uncertainty_score":0.03462386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02355146271837278,"score_gpt":0.3089014780847291,"score_spread":0.2853500153663563,"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."}}