{"id":"W4302292735","doi":"10.1002/ppul.26187","title":"Monitoring practices of chronic lung allograft dysfunction in pediatric lung transplantation","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Lung transplantation; Lung; Radiology; Pulmonary function testing; Bronchoscopy; Transplantation; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541441,0.0001393478,0.0001536015,0.0008726548,0.0003698716,0.0006069416,0.000471253,0.0003409466,0.001434988],"category_scores_gemma":[0.009799688,0.0001176453,0.0002048728,0.001042612,0.0003574941,0.0007451984,0.0007852673,0.0004280389,0.0001634164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007818223,"about_ca_system_score_gemma":0.001492009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006027231,"about_ca_topic_score_gemma":0.006704753,"domain_scores_codex":[0.997978,0.0007427755,0.0002520117,0.000232989,0.0005836816,0.0002105832],"domain_scores_gemma":[0.9857314,0.002798317,0.008337268,0.0002741191,0.001451486,0.001407481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001186494,0.00003156868,0.9900537,0.0000476662,0.00000504628,0.00009089617,0.0008178858,0.00005826766,0.0001479225,0.00001288295,0.00024275,0.008479521],"study_design_scores_gemma":[0.000002920643,0.0002071264,0.9926345,0.0001488419,0.00001281333,0.001016344,0.003754482,0.0004404376,0.000351154,0.00002162787,0.001403296,0.000006387715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963775,0.000999367,0.0003883334,0.0006583188,0.000009114799,0.00003344972,0.0001971529,0.00002635463,0.00131036],"genre_scores_gemma":[0.9978484,0.0008345093,0.0008959915,0.0001387541,0.00001526885,0.00002244913,0.000150505,0.000003828533,0.00009031466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006027231,"threshold_uncertainty_score":0.01344055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231702996044925,"score_gpt":0.3318241166127456,"score_spread":0.3086538170082531,"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."}}