{"id":"W4213242017","doi":"10.1016/j.healun.2022.02.006","title":"The real rejection stands up and displays its complexities","year":2022,"lang":"en","type":"letter","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Thermo Fisher Scientific","keywords":"Scopus; Medicine; Heart transplantation; Lung transplantation; Lung; Internal medicine; Pathology; MEDLINE; Transplantation; Political science; Law","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":[0.01401243,0.0006762407,0.001672024,0.001218142,0.005242464,0.01062208,0.001939853,0.03924606,0.005710403],"category_scores_gemma":[0.05210209,0.0005330952,0.0008278575,0.001029569,0.009233871,0.01370273,0.004336908,0.05147795,0.002782688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003907079,"about_ca_system_score_gemma":0.004658551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583592,"about_ca_topic_score_gemma":0.003436861,"domain_scores_codex":[0.9896753,0.005098552,0.000941412,0.000739856,0.002665728,0.0008790923],"domain_scores_gemma":[0.9526611,0.03037784,0.003102444,0.001538973,0.005118438,0.007201274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007044069,0.00008516808,0.002819253,0.0001478767,0.00004424905,0.005204136,0.0008866664,0.0001082716,0.0001977647,0.03193124,0.930291,0.02821394],"study_design_scores_gemma":[0.0001404577,0.0001310572,0.002791571,0.001026971,0.00006551042,0.01449935,0.003795937,0.0007264137,0.0002024976,0.1130688,0.8633715,0.0001799383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003569107,0.002125354,0.0001398739,0.988213,0.007647832,0.000001797723,0.000006843436,0.000008246057,0.001500076],"genre_scores_gemma":[0.01277401,0.004029378,0.0005882143,0.866524,0.1127789,0.00002103684,0.00001998862,0.00003210657,0.003232434],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03924606,"threshold_uncertainty_score":0.07410568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353711573075197,"score_gpt":0.3231682620331827,"score_spread":0.2896311463024307,"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."}}