{"id":"W7140041404","doi":"10.1183/13993003/erj.44.suppl_58.1428","title":"Survival after redo-lung transplantion for CLAD according to phenotype - A multi-center study","year":2014,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Lung transplantation; Cohort; Lung; Phenotype; Survival analysis; Retrospective cohort study; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006958764,0.0002696005,0.0004053202,0.000881405,0.0004031882,0.0005650882,0.0003112286,0.0004491613,0.001229667],"category_scores_gemma":[0.0009868334,0.0001956835,0.0005818313,0.0006569723,0.0002988794,0.0006054184,0.0007673388,0.0004364311,0.0002270291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349207,"about_ca_system_score_gemma":0.0002031374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246268,"about_ca_topic_score_gemma":0.00172762,"domain_scores_codex":[0.9995999,0.00008505267,0.00004681099,0.0001183017,0.00005278422,0.00009721438],"domain_scores_gemma":[0.9989539,0.0001233413,0.0003980514,0.00009217075,0.000085712,0.000346679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003332893,0.00003958903,0.9986236,0.000004116625,0.00004462156,0.00006752901,0.0000434311,0.00003992895,0.0001845268,0.000009014324,0.00002917843,0.0005811053],"study_design_scores_gemma":[0.00001205532,0.0002756772,0.9991353,0.00000362126,0.0000265683,0.0001869085,0.0001012375,0.0001408193,0.0000404152,0.000009805266,0.00006401841,0.00000357282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996482,0.00007935554,0.00002424271,0.000007621652,0.000001737253,0.00000383122,0.0001134063,9.709742e-7,0.0001206089],"genre_scores_gemma":[0.999627,0.00003328216,0.00001331164,0.000007551479,0.000004778143,0.000004746212,0.0002612991,8.271594e-7,0.00004732804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001246268,"threshold_uncertainty_score":0.004113674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615619332107574,"score_gpt":0.3659017695286371,"score_spread":0.2997455762075614,"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."}}