{"id":"W2922162834","doi":"10.1016/j.healun.2019.01.458","title":"Initial Experience with Non-Perfused Organ Donors for Lung Transplantation","year":2019,"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":"Trillium Therapeutics (Canada); Toronto General Hospital","funders":"","keywords":"Medicine; Lung transplantation; Lung; Transplantation; Intensive care medicine; Surgery; 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":[0.003592464,0.000740489,0.0004497465,0.0006714772,0.002462456,0.001847882,0.0008438536,0.0009845434,0.005119161],"category_scores_gemma":[0.006446768,0.000234978,0.0006575644,0.0008799017,0.0008341144,0.001239089,0.001729174,0.001564667,0.0007791389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195953,"about_ca_system_score_gemma":0.001131703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529275,"about_ca_topic_score_gemma":0.004354486,"domain_scores_codex":[0.998142,0.0008780595,0.0001751977,0.0001727934,0.0002274404,0.0004045714],"domain_scores_gemma":[0.9966379,0.001110909,0.0002925626,0.0001936868,0.0003186745,0.001446239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004882457,0.01841377,0.7001413,0.0007079157,0.000267474,0.07079231,0.02319085,0.002194432,0.006038116,0.003850343,0.00633633,0.1631847],"study_design_scores_gemma":[0.001084618,0.03189306,0.6853331,0.0009830756,0.0003345199,0.1757668,0.04130822,0.003256005,0.009517556,0.005850981,0.04429777,0.0003741608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860505,0.002932408,0.001264139,0.00084859,0.0001181555,0.0001537186,0.000225579,0.00001616032,0.008390757],"genre_scores_gemma":[0.993205,0.001905846,0.001250071,0.0004450488,0.0001909791,0.00006817589,0.0003820506,0.00002164427,0.002531257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005119161,"threshold_uncertainty_score":0.01899898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130336914197217,"score_gpt":0.3227052025222007,"score_spread":0.309671511102479,"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."}}