{"id":"W2278587884","doi":"10.1155/2005/483172","title":"Interpretation of Transbronchial Lung Biopsies from Lung Transplant Recipients:Inter‐ and Intraobserver Agreement","year":2005,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Lung; Lung transplantation; Interpretation (philosophy); Radiology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003767858,0.0001638624,0.0003160306,0.0003150437,0.0001136872,0.00003859651,0.00009716803,0.0001046294,0.0005914374],"category_scores_gemma":[0.00002286407,0.0001421208,0.0001247374,0.00009486387,0.0000835152,0.0002017367,0.000002950999,0.0003144778,0.000002896364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002506241,"about_ca_system_score_gemma":0.0003871933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117271,"about_ca_topic_score_gemma":0.03167873,"domain_scores_codex":[0.9986618,0.0001254988,0.0005361837,0.0001861549,0.0002196862,0.0002706884],"domain_scores_gemma":[0.9989948,0.00007049949,0.0001216554,0.000131376,0.00009521407,0.0005864358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008412624,0.00005365655,0.8579659,0.0001811117,0.0005343111,0.0003320826,0.01547268,0.0001276807,0.010601,0.0002019309,0.001197082,0.1124913],"study_design_scores_gemma":[0.004363157,0.0003357176,0.9745317,0.001127448,0.0006412455,0.0002765882,0.0005169031,0.002224228,0.005260329,0.00006147221,0.01034411,0.0003171249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882807,0.002363607,0.007209882,0.001003038,0.0004053296,0.0001946609,0.0001899611,0.000009543612,0.0003432868],"genre_scores_gemma":[0.9934995,0.0001910612,0.004321714,0.001509556,0.0003825973,0.000003842736,0.00002502361,0.00001763538,0.00004911959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165657,"threshold_uncertainty_score":0.9859906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131361586595221,"score_gpt":0.2884225177095294,"score_spread":0.2671089018435772,"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."}}