{"id":"W2600641040","doi":"10.1016/j.healun.2017.01.182","title":"Improved Outcomes with Negative Pressure Ventilation (NPV) During Normothermic Ex Vivo Lung Perfusion","year":2017,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Ventilation (architecture); Lung; Ex vivo; Anesthesia; Perfusion; Cardiology; Internal medicine; In vivo","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":[0.0005871021,0.0003730836,0.0008358422,0.0001554217,0.000267897,0.0008136495,0.0003658918,0.0004251026,0.001596148],"category_scores_gemma":[0.0009249697,0.00006205191,0.0004092314,0.0001637827,0.0006222082,0.0007906856,0.0004501928,0.001038914,0.0001734957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004120873,"about_ca_system_score_gemma":0.0004623199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304939,"about_ca_topic_score_gemma":0.0004185175,"domain_scores_codex":[0.9996724,0.00008579377,0.00002299542,0.00006869618,0.00005677072,0.00009341601],"domain_scores_gemma":[0.9993597,0.0001530372,0.000183992,0.0001128317,0.00005736464,0.0001330542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.174986,0.009455058,0.08340264,0.001047504,0.001051038,0.002242222,0.000764568,0.005135978,0.5341159,0.001032929,0.002258896,0.1845073],"study_design_scores_gemma":[0.002906677,0.1657609,0.6124121,0.0004184234,0.001499671,0.004388282,0.001088984,0.0144447,0.1887633,0.002633098,0.005540971,0.0001427892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998164,0.0003447929,0.0007903565,0.0001003039,0.00004111164,0.00002593685,0.0001279871,0.00002797721,0.0003774574],"genre_scores_gemma":[0.9992694,0.0001308022,0.0001929646,0.00003936773,0.00002832273,0.00004249191,0.0001693446,0.000006274817,0.000121084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001596148,"threshold_uncertainty_score":0.005339682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0090866733699878,"score_gpt":0.269353994869503,"score_spread":0.2602673214995151,"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."}}