{"id":"W2079748904","doi":"10.1016/j.healun.2012.08.016","title":"Physiologic assessment of the ex vivo donor lung for transplantation","year":2012,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Ex vivo; Medicine; Perfusion; In vivo; Lung; Transplantation; Pulmonary compliance; Lung transplantation; Anesthesia; Pathology; Cardiology; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101775,0.0001138765,0.0002800535,0.00006532872,0.0001337787,0.000007898861,0.00007329279,0.00005934769,0.00002090441],"category_scores_gemma":[0.000009930626,0.00005709954,0.0001636327,0.00009768025,0.00006561349,0.0001943052,0.00000199139,0.0001692857,1.821836e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002116141,"about_ca_system_score_gemma":0.00005993504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001450754,"about_ca_topic_score_gemma":0.000006711417,"domain_scores_codex":[0.9988968,0.0002063154,0.0004263234,0.00006253805,0.0002429232,0.0001651203],"domain_scores_gemma":[0.9989677,0.0005378923,0.0002293063,0.00009699346,0.0001043334,0.00006378206],"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":[0.003653386,0.0002327788,0.3660747,0.003736162,0.000371741,0.000003634609,0.01180591,0.0002978921,0.6107383,0.001500869,0.000439216,0.001145399],"study_design_scores_gemma":[0.002471623,0.0002692842,0.9554749,0.0003515992,0.002073368,0.0007605221,0.0003021213,0.0005676599,0.03734335,0.0001284168,0.0001755982,0.00008154355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512278,0.0009030492,0.04547831,0.001371102,0.0003770268,0.000482425,0.00004261013,0.000006964473,0.0001107495],"genre_scores_gemma":[0.9873301,0.002497794,0.009635271,0.0002584579,0.0002061133,0.000005095973,0.00001397918,0.0000106577,0.00004253909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5894002,"threshold_uncertainty_score":0.2328452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666290824593966,"score_gpt":0.3615243782238116,"score_spread":0.3348614699778719,"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."}}