{"id":"W2794961435","doi":"10.1016/j.healun.2018.01.1195","title":"Negative Impact of Primary Graft Dysfunction Grade 3 within the Initial 72 Hours on Short and Long Term Clinical Outcomes in Standard Criteria Double Lung Transplants: Prospective Evidence from the OCS Lung INSPIRE International Trial Results","year":2018,"lang":"en","type":"article","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":"","keywords":"Medicine; Lung; Term (time); Intensive care medicine; Internal medicine","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":[0.004104604,0.0007386109,0.001803256,0.0002140969,0.0003877814,0.001781097,0.000686845,0.001159501,0.002318359],"category_scores_gemma":[0.005998197,0.0002468445,0.003290206,0.0004276082,0.0007500112,0.001209125,0.000773522,0.002594071,0.0002231594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006072859,"about_ca_system_score_gemma":0.0006744987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283599,"about_ca_topic_score_gemma":0.00287458,"domain_scores_codex":[0.9982774,0.0008778789,0.0001832272,0.0002867936,0.0001603456,0.0002143536],"domain_scores_gemma":[0.9944059,0.002210204,0.001850132,0.0005636099,0.0002364721,0.0007337219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5771157,0.003129102,0.3329859,0.003368333,0.02588574,0.00027919,0.0002114424,0.001236952,0.001726186,0.0006772684,0.003871717,0.0495124],"study_design_scores_gemma":[0.06517087,0.03108249,0.8603974,0.001192173,0.0340599,0.0004404811,0.0003453636,0.001045195,0.0009569222,0.001736951,0.00339988,0.0001724061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820858,0.01452385,0.000136098,0.0005853291,0.0001904242,0.00007369552,0.0008896692,0.00001064586,0.001504411],"genre_scores_gemma":[0.9960563,0.001709696,0.0001894176,0.0003964084,0.0002363983,0.00006028241,0.001039255,0.000007230395,0.0003048879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004104604,"threshold_uncertainty_score":0.02170748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07857791191642764,"score_gpt":0.4413171744720046,"score_spread":0.362739262555577,"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."}}