{"id":"W3008701465","doi":"10.1016/j.healun.2020.02.010","title":"Lung transplantation for cystic fibrosis","year":2020,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Transplantation; Retrospective cohort study; Internal medicine; Lung; Survival analysis; Cohort; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005505416,0.0001279944,0.0002987321,0.00007204126,0.0001406514,0.00002183847,0.00005762705,0.00006204707,0.00002243692],"category_scores_gemma":[0.00002479963,0.00008342059,0.0001338109,0.0001189146,0.0000414081,0.0001859754,0.000001193836,0.0001770078,0.000001257555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001381255,"about_ca_system_score_gemma":0.00005752234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009351942,"about_ca_topic_score_gemma":0.000004821439,"domain_scores_codex":[0.998963,0.0001226655,0.000432238,0.00009924054,0.0002351086,0.0001477703],"domain_scores_gemma":[0.9989475,0.0006148786,0.000131916,0.00005779078,0.0001108809,0.0001370308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.05903741,0.0001990569,0.08322243,0.01923706,0.001045117,0.0001993362,0.07729371,0.001331875,0.7425324,0.001534187,0.004124795,0.01024263],"study_design_scores_gemma":[0.02177862,0.003742327,0.8371059,0.001839158,0.0152545,0.008347549,0.001658623,0.01545508,0.09037334,0.0006145078,0.00320233,0.0006280206],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6609484,0.001660552,0.3244378,0.01208057,0.000189629,0.0005252885,0.00007519282,0.00002511456,0.0000574681],"genre_scores_gemma":[0.9716173,0.003079618,0.02365537,0.001251377,0.0002957079,0.000004928415,0.00005393137,0.00001884364,0.00002288382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7538835,"threshold_uncertainty_score":0.3401793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388797496973518,"score_gpt":0.3194942669985921,"score_spread":0.2956062920288569,"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."}}