{"id":"W4394719259","doi":"10.1016/j.healun.2024.02.379","title":"Quantitative CT Scan Analysis of Healthy Lung Transplant Recipients Correlates with Lung Function in a Multicenter Prospective Cohort","year":2024,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Lung function; Lung; Prospective cohort study; Cohort; Lung transplantation; Internal medicine; Cohort study; Radiology","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":[0.0008543656,0.0004777985,0.0004133228,0.0009554825,0.0004830889,0.00130125,0.0005777348,0.0006905806,0.001450994],"category_scores_gemma":[0.002484282,0.000356841,0.0005062236,0.0007975606,0.0006644765,0.0006956702,0.0005935522,0.0006701496,0.0002881358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885467,"about_ca_system_score_gemma":0.0003361204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815129,"about_ca_topic_score_gemma":0.001325794,"domain_scores_codex":[0.9992831,0.0002157609,0.0000695288,0.0002048668,0.00009922821,0.0001275099],"domain_scores_gemma":[0.9982144,0.0003125749,0.0007192017,0.0002246684,0.0001940994,0.0003351144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001745389,0.00004572504,0.9988794,0.000002123626,0.00003762527,0.00006358588,0.00002754985,0.00001048842,0.0003842828,0.00001243917,0.00003577347,0.0003266141],"study_design_scores_gemma":[0.00001067829,0.0001406504,0.9988889,0.000002272793,0.00003953012,0.0003646419,0.0001899092,0.0001287939,0.0001325438,0.00002304556,0.00007495571,0.000004124137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995825,0.00007324399,0.00005592537,0.00002600627,0.000004221088,0.000003261166,0.0001213857,0.000001963248,0.0001315251],"genre_scores_gemma":[0.999593,0.00003613834,0.00004509206,0.00002162367,0.00001265365,0.000003981712,0.0001994722,0.000002462615,0.00008566072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815129,"threshold_uncertainty_score":0.004854023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327642634153157,"score_gpt":0.327340957334245,"score_spread":0.3140645309927134,"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."}}