{"id":"W4362578797","doi":"10.1016/j.healun.2023.02.1556","title":"(252) Pressure Controlled Hypothermic Lung Perfusion is not Better Than Cold Storage for Lung Preservation","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung; Perfusion; Cardiology; Anesthesia; 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":[0.0009540255,0.000170652,0.000332016,0.0002171337,0.0002715458,0.0006095466,0.0003849647,0.0006691585,0.01430218],"category_scores_gemma":[0.001786796,0.000105899,0.0003688227,0.0002291669,0.0006625443,0.0006374409,0.0002254135,0.0008140831,0.001544329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718053,"about_ca_system_score_gemma":0.0003421257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006260984,"about_ca_topic_score_gemma":0.0007219797,"domain_scores_codex":[0.9997967,0.00005010039,0.00002684405,0.00004350311,0.000050436,0.0000325256],"domain_scores_gemma":[0.9986637,0.0007132244,0.0002054225,0.0001551976,0.0001813046,0.00008111476],"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":[0.02951803,0.0004890822,0.02369455,0.00244301,0.0005768615,0.002386973,0.0003028757,0.00125538,0.659528,0.00627557,0.01536184,0.2581679],"study_design_scores_gemma":[0.001412693,0.02334057,0.2374512,0.0009930026,0.001950192,0.01897298,0.001151735,0.003150839,0.6331132,0.01325981,0.06498008,0.0002237615],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9265417,0.02367478,0.007543391,0.005237292,0.003381372,0.0001293321,0.001634681,0.0002830678,0.03157451],"genre_scores_gemma":[0.9861462,0.00406546,0.002446953,0.0022283,0.0004911867,0.00005310202,0.0006383825,0.00004267335,0.003887889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01430218,"threshold_uncertainty_score":0.0478456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078091006765617,"score_gpt":0.2843463669851647,"score_spread":0.2635654569175085,"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."}}