{"id":"W2068045591","doi":"10.1378/chest.122.4.1168","title":"Is Transplant Operation Important in Determining Posttransplant Risk of Bronchiolitis Obliterans Syndrome in Lung Transplant Recipients?","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bronchiolitis obliterans; Medicine; Lung transplantation; Bronchiolitis; Intensive care medicine; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001008468,0.0003158227,0.0007737058,0.0006221171,0.00009836252,0.00004328948,0.0001724148,0.0002016939,0.000441729],"category_scores_gemma":[0.00002691466,0.0002641487,0.0002678254,0.0003549025,0.00006615986,0.0003301639,0.00000357078,0.0008843747,0.000005365917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130095,"about_ca_system_score_gemma":0.00007929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001427561,"about_ca_topic_score_gemma":0.0001853249,"domain_scores_codex":[0.9968575,0.0002445981,0.001550693,0.0003491386,0.0004679838,0.0005300749],"domain_scores_gemma":[0.998953,0.0002181955,0.0002886956,0.0002238455,0.00005835234,0.0002579403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003098712,0.0002557616,0.9669191,0.0004696414,0.00009851532,0.004269528,0.01948163,0.00006964185,0.004738611,0.00002722717,0.000006572441,0.003353911],"study_design_scores_gemma":[0.005777864,0.0003619537,0.969234,0.002931113,0.0003390429,0.01251338,0.0001560266,0.004515751,0.00376051,0.00005531085,0.00006804086,0.0002869715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926895,0.001655036,0.003890715,0.0005255956,0.0002999662,0.0003506175,0.0003007335,0.00002037827,0.0002674189],"genre_scores_gemma":[0.9792102,0.01324552,0.007114594,0.0001923253,0.00007388024,0.00001151853,0.0000505399,0.0000368961,0.00006455716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0193256,"threshold_uncertainty_score":0.999981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263726452146035,"score_gpt":0.2978239056994094,"score_spread":0.265186641177949,"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."}}