{"id":"W4213360159","doi":"10.1016/j.xjtc.2022.02.004","title":"Commentary: Crossing the Rubicon—pre-emptive recipient bilateral pneumonectomy and delayed lung transplantation","year":2022,"lang":"en","type":"letter","venue":"JTCVS Techniques","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumonectomy; Medicine; Lung transplantation; Surgery; Lung; Transplantation; Internal medicine","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":[0.002812769,0.0014618,0.001789339,0.0009549906,0.002287772,0.001894013,0.003725392,0.04069658,0.007408384],"category_scores_gemma":[0.02119199,0.000911732,0.001521637,0.0007180554,0.002547462,0.004729817,0.001003227,0.03799403,0.006058561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003305978,"about_ca_system_score_gemma":0.003406955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005640576,"about_ca_topic_score_gemma":0.006343564,"domain_scores_codex":[0.9977148,0.0007248964,0.0003657641,0.0003705309,0.0005658375,0.0002582717],"domain_scores_gemma":[0.9907457,0.005626077,0.0005639848,0.0001834311,0.001771278,0.001109604],"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":[0.00007785593,0.00002058853,0.0002006462,0.000174778,0.00001813243,0.001779227,0.0001113308,0.00005665869,0.00009308499,0.0005745099,0.9934793,0.003414036],"study_design_scores_gemma":[0.0003579058,0.0002346514,0.001977262,0.002527169,0.0001440531,0.01157494,0.001321875,0.000793424,0.0006650151,0.006013741,0.9741936,0.0001963238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007834016,0.003770764,0.0001961005,0.8789457,0.1137569,0.00004865167,0.0001995742,0.0001008151,0.002198035],"genre_scores_gemma":[0.005509307,0.003289907,0.0002120113,0.801256,0.1858846,0.00005938741,0.00006884871,0.00005259953,0.003667289],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04069658,"threshold_uncertainty_score":0.02478349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740908687159833,"score_gpt":0.3257709824434338,"score_spread":0.3083618955718355,"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."}}