{"id":"W2119028912","doi":"10.1111/j.1399-3046.2010.01471.x","title":"Exercise testing in pediatric lung transplant candidates with cystic fibrosis","year":2011,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"International Society for Heart and Lung Transplantation; International Society for Heart and Lung Transplants","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Lung disease; Test (biology); Lung; Physical therapy; Transplantation; Intensive care medicine; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003290063,0.0003415326,0.0004678681,0.0006298983,0.0001041048,0.00002314978,0.0001223414,0.0001547579,0.00008643817],"category_scores_gemma":[0.00002254325,0.0002789896,0.00008886051,0.001200193,0.0000340872,0.0002904124,0.000003280283,0.0003021836,0.00002531729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005292315,"about_ca_system_score_gemma":0.000187967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292879,"about_ca_topic_score_gemma":0.000266402,"domain_scores_codex":[0.9979237,0.00008833299,0.0005981445,0.000488866,0.0004075082,0.0004934101],"domain_scores_gemma":[0.9989317,0.0004043059,0.0001485939,0.0002104613,0.00009397487,0.0002109612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001958755,0.0001618929,0.9889304,0.002616383,0.00001583817,0.0005910184,0.004676872,0.00004500922,0.0001377295,0.00004615565,0.00001020327,0.0008097225],"study_design_scores_gemma":[0.003753476,0.0003019784,0.9902513,0.0002652087,0.00293759,0.0003123834,0.00004573513,0.0004070477,0.001297806,0.00005812359,0.000002365904,0.000366976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818866,0.001194507,0.01423283,0.00004266845,0.0001627506,0.0007587861,0.0001194304,0.0002066578,0.001395775],"genre_scores_gemma":[0.9321772,0.01106036,0.05605558,0.00004799706,0.0002327731,0.00009448616,0.0002299224,0.00005261742,0.00004905949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04970939,"threshold_uncertainty_score":0.9999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495408173765896,"score_gpt":0.2627152219608693,"score_spread":0.2377611402232103,"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."}}