{"id":"W3014527707","doi":"10.1016/j.healun.2020.01.415","title":"Normothermic Regional Perfusion (NRP) during Heart DCD Recovery: Is Lung Quality Impacted? A Pre-Clinical Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; Canadian Nuclear Laboratories","funders":"","keywords":"Medicine; Anesthesia; Perfusion; Lung; Oxygenation; Resuscitation; Ventilation (architecture); Weaning; Circulatory system; Cardiology; 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":[0.002988336,0.0003138791,0.000971752,0.0002303209,0.0004033229,0.001678641,0.00051708,0.0007269252,0.003030351],"category_scores_gemma":[0.005519499,0.0001612986,0.0006482373,0.0004237332,0.001453176,0.001054324,0.0005461255,0.001581536,0.0004076434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180309,"about_ca_system_score_gemma":0.00192842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124288,"about_ca_topic_score_gemma":0.001946411,"domain_scores_codex":[0.9987696,0.0004733453,0.0001321734,0.0001734602,0.0002023285,0.000249096],"domain_scores_gemma":[0.9958255,0.001705435,0.0009808415,0.0002781649,0.0005653907,0.0006447175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.2045259,0.03603688,0.3157242,0.005135649,0.001375679,0.0009588888,0.002117672,0.001527984,0.01544345,0.003343981,0.003839113,0.4099706],"study_design_scores_gemma":[0.006268381,0.3081997,0.6473527,0.004424398,0.00204598,0.001212172,0.004850713,0.00215809,0.007771021,0.001782056,0.01375494,0.0001798035],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862742,0.007462291,0.001103922,0.0006441387,0.0001584446,0.0006890094,0.0003378541,0.00001003034,0.003320004],"genre_scores_gemma":[0.9929428,0.0039658,0.001037623,0.0004495917,0.0002150273,0.0007068687,0.0003743554,0.000005155778,0.000302653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003030351,"threshold_uncertainty_score":0.01580405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06277781956947,"score_gpt":0.4116992417802404,"score_spread":0.3489214222107704,"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."}}