{"id":"W2142699611","doi":"10.1016/j.healun.2012.01.286","title":"278 Grade 3 Primary Graft Dysfunction after Lung Transplantation: A Heterogeneous Population","year":2012,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lung transplantation; Transplantation; Lung; Primary (astronomy); Population; Surgery; Internal medicine; Environmental health","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":[0.0005301709,0.0003057862,0.0007715777,0.001379587,0.0008807443,0.001123064,0.0004282419,0.0004126047,0.003059725],"category_scores_gemma":[0.002203523,0.0002583097,0.0004612518,0.001399246,0.0005025585,0.0008149306,0.0007781535,0.0004346978,0.0005093791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003223277,"about_ca_system_score_gemma":0.0003531397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002964331,"about_ca_topic_score_gemma":0.003534663,"domain_scores_codex":[0.999123,0.0002118474,0.00009625713,0.0002092478,0.0001544913,0.0002051596],"domain_scores_gemma":[0.9992163,0.0001903412,0.0002415355,0.00007219136,0.00008351725,0.0001960455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419781,0.0001261809,0.9960692,0.000008824248,0.00004093796,0.0005373689,0.0002672048,0.00002269783,0.0003190009,0.00006537789,0.0001228821,0.002278351],"study_design_scores_gemma":[0.00002369311,0.0002309131,0.9945726,0.00001179058,0.00005529635,0.002184673,0.002137122,0.0001740547,0.00008065799,0.0001432258,0.0003753037,0.0000107355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991696,0.0001029662,0.0001198767,0.00003965161,0.000005367674,0.00001424478,0.0001229002,0.000001530215,0.000423969],"genre_scores_gemma":[0.9994333,0.00009460639,0.00004222497,0.00005116097,0.00002209983,0.00001289979,0.000217468,0.000003270596,0.000122968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003059725,"threshold_uncertainty_score":0.01023579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01462209213880339,"score_gpt":0.290399137093128,"score_spread":0.2757770449543246,"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."}}