{"id":"W2047179282","doi":"10.1016/j.healun.2014.01.797","title":"Clinical Outcomes in Lung Retransplantation","year":2014,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Surgery; Retrospective cohort study; Survival analysis; Population; Lung transplantation; Quality of life (healthcare); Transplantation; Log-rank test","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":[0.003168455,0.0003024161,0.0007961384,0.0014446,0.0007003416,0.00215354,0.0006083609,0.0008688461,0.002166643],"category_scores_gemma":[0.01336706,0.0001589199,0.001054658,0.0018864,0.0008088833,0.001707808,0.001451387,0.001333243,0.0004346668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163733,"about_ca_system_score_gemma":0.0008123689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001163907,"about_ca_topic_score_gemma":0.001355777,"domain_scores_codex":[0.997205,0.001102407,0.0003958121,0.0002676169,0.0004741192,0.0005550442],"domain_scores_gemma":[0.9895642,0.002994348,0.004185557,0.0003745668,0.001139625,0.001741736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001191409,0.0001855959,0.9888054,0.0000562981,0.0001771104,0.0003411741,0.000148733,0.0001684939,0.0001053705,0.0002850798,0.0004121468,0.008123202],"study_design_scores_gemma":[0.00008179204,0.001019942,0.994644,0.00007617048,0.0001942501,0.001068007,0.0006266787,0.0004202562,0.0001591584,0.00101713,0.0006586008,0.00003413556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909848,0.003448669,0.0003123529,0.0007357602,0.0001116274,0.00003001548,0.0007337624,0.00000777205,0.003635271],"genre_scores_gemma":[0.9981176,0.000487899,0.00007679062,0.0001157417,0.0001051306,0.00001613206,0.0008274337,0.000003729754,0.0002496249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003168455,"threshold_uncertainty_score":0.01675653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600040670002665,"score_gpt":0.3767311758565891,"score_spread":0.3507307691565624,"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."}}