{"id":"W4290599996","doi":"10.1111/ctr.14789","title":"Evaluation of the Iranian panel reactive antibody calculator and potential usefulness: A retrospective study","year":2022,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Calculator; Concordance; Human leukocyte antigen; Transplantation; United Network for Organ Sharing; Population; Internal medicine; Immunology; Antigen; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002729095,0.0004503536,0.0005271263,0.002377058,0.0006992685,0.0008842419,0.0006512428,0.0005494632,0.001448411],"category_scores_gemma":[0.007801532,0.0004111608,0.0005566051,0.002697422,0.0007542899,0.0009663868,0.0005020832,0.0007684764,0.0003615588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007153119,"about_ca_system_score_gemma":0.0008220891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002833796,"about_ca_topic_score_gemma":0.001777249,"domain_scores_codex":[0.9977901,0.0007050925,0.000315618,0.0003966753,0.0005571303,0.0002354434],"domain_scores_gemma":[0.9932093,0.00189881,0.002747628,0.0006274402,0.0010233,0.0004935554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004329503,0.00003423465,0.9980872,0.000009470289,0.00001354111,0.0002096989,0.00008417136,0.00001480056,0.00003428831,0.00002046242,0.00006111223,0.001387733],"study_design_scores_gemma":[0.00001349848,0.0003871518,0.9925684,0.00002732287,0.0000878857,0.004788164,0.0007087269,0.000410536,0.0001532847,0.00005412973,0.0007843325,0.00001661038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984918,0.0005312123,0.0002534827,0.00003866209,0.000006308765,0.00002073676,0.0001024055,0.000006065512,0.00054932],"genre_scores_gemma":[0.9992799,0.0001817032,0.0002284566,0.00004102131,0.00001852802,0.00001991467,0.0001478824,0.000004813621,0.00007779571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002833796,"threshold_uncertainty_score":0.01443297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165866419911613,"score_gpt":0.412360194224896,"score_spread":0.2957735522337347,"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."}}