{"id":"W1971453883","doi":"10.1016/j.transproceed.2003.08.009","title":"Prevention of CAN graft loss in the medium term without HLA disparity reduction","year":2003,"lang":"en","type":"article","venue":"Transplantation Proceedings","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; McGill University","funders":"","keywords":"Azathioprine; Medicine; Immunosuppression; Surgery; Regimen; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002891546,0.0001376141,0.0002165666,0.000133167,0.00005574138,0.00001515326,0.00006180081,0.00007141529,0.00003342691],"category_scores_gemma":[0.00001198453,0.00009534066,0.00008187866,0.0003040356,0.00006200468,0.0001659414,9.526036e-7,0.0001390979,0.000003493147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553166,"about_ca_system_score_gemma":0.000055409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006573232,"about_ca_topic_score_gemma":0.00004505867,"domain_scores_codex":[0.9989043,0.00002881888,0.0003604305,0.0001998257,0.0003445077,0.0001620779],"domain_scores_gemma":[0.9996316,0.00002358552,0.0001286437,0.00007164486,0.00009306432,0.00005145168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006351948,0.0005414184,0.9661757,0.001813155,0.00009301899,0.00003176926,0.01043326,0.00000636999,0.01281982,0.007084525,0.00001341327,0.0003522918],"study_design_scores_gemma":[0.004228567,0.0002969716,0.9440984,0.000684745,0.0004339116,0.0008840584,0.0007218719,0.00001054637,0.04739212,0.001084513,0.00003992953,0.0001244391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951519,0.00003450296,0.0003097836,0.0005222743,0.00008472256,0.0006364648,0.00001633308,0.00002657476,0.003217475],"genre_scores_gemma":[0.9983392,0.0004741719,0.0006652153,0.00006522373,0.00002367465,0.00006031726,0.0001039477,0.00001245968,0.0002557967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0345723,"threshold_uncertainty_score":0.388788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258151587592516,"score_gpt":0.3036404118744085,"score_spread":0.2810588959984834,"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."}}