{"id":"W2122312105","doi":"10.1148/radiol.2312030563","title":"Bronchiolitis Obliterans Syndrome in Lung Transplant Recipients: Can Thin-Section CT Findings Predict Disease before Its Clinical Appearance?","year":2004,"lang":"en","type":"article","venue":"Radiology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Bronchiolitis obliterans; Medicine; Bronchiectasis; Air trapping; Lung; Lung transplantation; Bronchiolitis; Nuclear medicine; Perfusion; Radiology; Internal medicine; Respiratory system","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":[0.0008101739,0.0004403147,0.0003188654,0.0007058789,0.0001689323,0.0003486217,0.0001972215,0.0005591009,0.0007249688],"category_scores_gemma":[0.004719659,0.0002152448,0.0001504566,0.000231722,0.0004641349,0.0005284136,0.0001983651,0.0003209386,0.0001954769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237298,"about_ca_system_score_gemma":0.000147944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005138605,"about_ca_topic_score_gemma":0.0004882474,"domain_scores_codex":[0.9997914,0.0000620524,0.00003573354,0.0000321055,0.00004535982,0.00003330424],"domain_scores_gemma":[0.9974594,0.001041628,0.0009136686,0.00008795178,0.0002012419,0.0002962245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002239536,0.00002390085,0.9969333,0.000007905867,0.00001028227,0.0002118341,0.00002218234,0.00004949841,0.001207946,0.000003588789,0.00001950277,0.001286076],"study_design_scores_gemma":[0.00002116958,0.000406573,0.9945217,0.0000123535,0.00002804447,0.003344142,0.000125196,0.0007370618,0.0006983853,0.00001876229,0.00008221671,0.000004375436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995847,0.0002336197,0.00007827766,0.00001831111,0.000003123432,0.000003756352,0.00001706647,0.00000195476,0.0000591992],"genre_scores_gemma":[0.999725,0.00007987684,0.0001009453,0.00001078962,0.00001311082,0.000003317357,0.00004832122,6.277268e-7,0.00001794899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008101739,"threshold_uncertainty_score":0.00428468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160221121249627,"score_gpt":0.326233461101798,"score_spread":0.3046312498893017,"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."}}