{"id":"W4212939557","doi":"10.3791/62982-v","title":"Normothermic Negative Pressure Ventilation <em>Ex Situ</em> Lung Perfusion: Evaluation of Lung Function and Metabolism","year":2022,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Lung; Lung transplantation; Anesthesia; Ventilation (architecture); Perfusion; ARDS; 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":[0.0007556119,0.0005291256,0.0004822355,0.0005417683,0.0001731934,0.0005541167,0.0002426547,0.0004902979,0.001651279],"category_scores_gemma":[0.0003072157,0.0001470856,0.000266814,0.0004270943,0.0005769369,0.0005326049,0.0003112036,0.0006334583,0.0002269572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474206,"about_ca_system_score_gemma":0.0003039721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002921673,"about_ca_topic_score_gemma":0.0003745149,"domain_scores_codex":[0.9996964,0.00006330841,0.00002352384,0.00006771511,0.00011926,0.00002991852],"domain_scores_gemma":[0.9997804,0.0000401718,0.0000892407,0.00001701669,0.00003213986,0.00004097459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002620039,0.0003267183,0.01328055,0.0008217087,0.00007318664,0.001381372,0.000112189,0.0007606495,0.8921484,0.0007107859,0.0009662405,0.08679823],"study_design_scores_gemma":[0.0001336973,0.008080533,0.189209,0.0002408842,0.000288826,0.01054082,0.0002438504,0.008781634,0.7628442,0.0009685257,0.01855643,0.0001115737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807058,0.02054772,0.08696023,0.0004209779,0.0001883501,0.0004643944,0.0009981706,0.0006958346,0.009018614],"genre_scores_gemma":[0.963131,0.007249099,0.02312513,0.0003943883,0.0001195546,0.0005754192,0.0008227483,0.000116174,0.004466536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001651279,"threshold_uncertainty_score":0.005524099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355695340413721,"score_gpt":0.4121692197531827,"score_spread":0.3765996857118106,"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."}}