{"id":"W2062157395","doi":"10.1067/mtc.2002.120345","title":"Marginal donor lungs: A reassessment","year":2002,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":212,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Medicine; Surgery; Lung transplantation; Economic shortage; Lung; Guideline; Retrospective cohort study; Bronchoscopy; Lung function; Transplantation; Internal medicine; Pathology","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":[0.007457152,0.0006298493,0.0007168518,0.001354743,0.001249709,0.003509847,0.00243209,0.009825679,0.003006332],"category_scores_gemma":[0.01814636,0.0003012674,0.0008121248,0.0008640288,0.004516681,0.007014665,0.001136254,0.008101232,0.001627417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258879,"about_ca_system_score_gemma":0.0009684238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004330098,"about_ca_topic_score_gemma":0.001883535,"domain_scores_codex":[0.9981782,0.0006454209,0.0003455965,0.0002647216,0.0004361921,0.0001298387],"domain_scores_gemma":[0.9873149,0.00826105,0.0007520244,0.001149216,0.001581918,0.0009407946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001110314,0.0004670754,0.04260408,0.001901506,0.0001719732,0.1117496,0.002802984,0.0008620655,0.005452585,0.08923908,0.1633789,0.5802599],"study_design_scores_gemma":[0.0002275708,0.0006737936,0.02255844,0.001622472,0.0001561196,0.2409261,0.005690873,0.001482491,0.003169528,0.06593005,0.6573877,0.0001750324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08207972,0.1183088,0.02591322,0.7080973,0.0306631,0.0001779304,0.0004839453,0.0003421998,0.03393381],"genre_scores_gemma":[0.4861116,0.1010436,0.0273238,0.228062,0.1363838,0.0002361263,0.0003823345,0.0002896777,0.02016695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009825679,"threshold_uncertainty_score":0.03943765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04382056017329804,"score_gpt":0.3151490173020467,"score_spread":0.2713284571287486,"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."}}