{"id":"W3139345644","doi":"10.1016/j.healun.2021.01.493","title":"High Immunologic Risk Lung Transplantation Using Risk Stratified Induction","year":2021,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Basiliximab; Internal medicine; Lung transplantation; Proportional hazards model; Logistic regression; Transplantation; Risk factor; Panel reactive antibody; Gastroenterology; Surgery; Kidney transplantation","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":[0.001514461,0.000429488,0.000763161,0.0003826063,0.0003377491,0.0009611264,0.0004466337,0.0002832256,0.00216233],"category_scores_gemma":[0.001907077,0.0001501933,0.0007059893,0.0005041223,0.0002170631,0.0004867293,0.0007387925,0.0009996006,0.0004362512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035342,"about_ca_system_score_gemma":0.001076992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400425,"about_ca_topic_score_gemma":0.0007695232,"domain_scores_codex":[0.998971,0.0003884173,0.00008272161,0.0001959889,0.000170117,0.0001916323],"domain_scores_gemma":[0.9993199,0.000141163,0.0002259331,0.0001340726,0.00005783387,0.0001210926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0320065,0.006613797,0.4538309,0.0004065301,0.0009858983,0.000291527,0.0003626463,0.004617231,0.01426228,0.004406369,0.004571779,0.4776446],"study_design_scores_gemma":[0.00780573,0.05531115,0.8299516,0.0006532277,0.004705707,0.002638082,0.0006521913,0.03916275,0.03012331,0.01161991,0.01715473,0.0002215907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665251,0.003075095,0.02294,0.0007180847,0.0002335514,0.0006711377,0.0003923476,0.0002635044,0.005181131],"genre_scores_gemma":[0.9897432,0.0004706267,0.007753801,0.0003188297,0.0001212897,0.0002555771,0.0002944014,0.00002995835,0.001012353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216233,"threshold_uncertainty_score":0.008009374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449298079006585,"score_gpt":0.3144033679141395,"score_spread":0.2899103871240736,"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."}}