{"id":"W2110401438","doi":"10.1111/ajt.13076","title":"Survival in Sensitized Lung Transplant Recipients With Perioperative Desensitization","year":2015,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"University Health Network","keywords":"Medicine; Perioperative; Azathioprine; Panel reactive antibody; Internal medicine; Gastroenterology; Prednisone; Lung transplantation; Mycophenolic acid; Urology; Transplantation; Lung; Surgery; Kidney transplantation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003836751,0.000174773,0.0002158259,0.0002369197,0.0001979023,0.0003862118,0.0001684806,0.0002429345,0.001162623],"category_scores_gemma":[0.0008784303,0.0001012318,0.0002871255,0.0001448468,0.000197672,0.0002689914,0.0002938003,0.0003289736,0.0002131254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903518,"about_ca_system_score_gemma":0.0001683388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002064392,"about_ca_topic_score_gemma":0.0002646644,"domain_scores_codex":[0.9998515,0.00004162066,0.00001621642,0.00002907142,0.00002133888,0.00004025331],"domain_scores_gemma":[0.9994639,0.0001052117,0.0001777889,0.00005762867,0.0000269308,0.0001686538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001619355,0.0003689789,0.9712304,0.00002432344,0.0001242061,0.001304003,0.0001396799,0.00047157,0.006309817,0.0001193357,0.0002288065,0.01805962],"study_design_scores_gemma":[0.00009004707,0.003832167,0.9855739,0.00002540449,0.0001519986,0.006277322,0.0001743372,0.001410071,0.001809305,0.0001948004,0.000444903,0.00001566756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995479,0.0001914495,0.00005973811,0.00001443945,0.000006303987,0.000001512208,0.00001457131,0.000002449026,0.0001615275],"genre_scores_gemma":[0.9997445,0.00008528592,0.00003219874,0.00001568834,0.000007584441,0.000002095195,0.00005426358,8.690237e-7,0.00005756097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162623,"threshold_uncertainty_score":0.003889322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287878743657846,"score_gpt":0.313234653102939,"score_spread":0.2903558656663605,"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."}}