{"id":"W3169423636","doi":"10.1183/13993003.00014-2021","title":"Impact of a high emergency lung transplantation programme for cystic fibrosis in France: insight from a comparison with Canada","year":2021,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University; St. Michael's Hospital","funders":"Association Vaincre la Mucoviscidose; Cystic Fibrosis Canada","keywords":"Medicine; Hazard ratio; Lung transplantation; Transplantation; Cystic fibrosis; Population; Demography; Cohort; Cumulative incidence; Incidence (geometry); Cohort study; Surgery; Internal medicine; Environmental health; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003415447,0.0001553696,0.0003926653,0.00009612149,0.00007292347,0.00001909121,0.00007425954,0.00003017817,0.0001498693],"category_scores_gemma":[0.00006268937,0.0001139992,0.0001247806,0.0002559815,0.00002062093,0.00008334297,0.000003842201,0.0002669714,6.72106e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112444,"about_ca_system_score_gemma":0.001029466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01107646,"about_ca_topic_score_gemma":0.03391728,"domain_scores_codex":[0.9982855,0.0003745056,0.0006164619,0.0001890728,0.0002988236,0.0002356708],"domain_scores_gemma":[0.9990943,0.0001347188,0.0002348274,0.0001410842,0.0002211183,0.0001739583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001066549,0.0001426913,0.9755379,0.000276783,0.0002097977,0.001212127,0.001388461,0.0005165286,0.01290334,0.00001061474,0.0002708793,0.006464312],"study_design_scores_gemma":[0.004717526,0.0005764173,0.9895037,0.0004585113,0.0002393441,0.0001311521,0.0001439474,0.00008745826,0.002850885,0.00001003866,0.001148193,0.0001328686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780605,0.001581116,0.01955431,0.000070559,0.000194179,0.0002323348,0.0001354548,0.00001010024,0.0001614137],"genre_scores_gemma":[0.9854916,0.00009444147,0.01397096,0.0001028599,0.0001902414,0.000005469499,0.00006930369,0.00003407689,0.00004099213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284082,"threshold_uncertainty_score":0.9955088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290270547242453,"score_gpt":0.3204793987845855,"score_spread":0.2914523440603402,"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."}}