{"id":"W2109829811","doi":"10.1136/jcp.2009.068114","title":"Approach to a lung transplant biopsy","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Lung; Medicine; Biopsy; Lung transplantation; Lung biopsy; Pathology; Intensive care medicine; 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":[0.001630862,0.0009364197,0.000735821,0.003386491,0.001912604,0.00207799,0.001167112,0.003257504,0.006479539],"category_scores_gemma":[0.003007884,0.0006901329,0.0009452691,0.0006029303,0.00116589,0.002596037,0.002676019,0.006460872,0.004990314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218701,"about_ca_system_score_gemma":0.001406353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190921,"about_ca_topic_score_gemma":0.003007638,"domain_scores_codex":[0.9991125,0.0002213613,0.0001237411,0.0001403527,0.0002869676,0.0001150443],"domain_scores_gemma":[0.9988913,0.0002429067,0.00008306979,0.00009247752,0.0003854796,0.0003047494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0005194129,0.0004763656,0.02619182,0.001756754,0.0002000391,0.3535032,0.001574191,0.002474775,0.09309913,0.01154856,0.05540971,0.4532459],"study_design_scores_gemma":[0.00007305011,0.0004889751,0.01715968,0.001457443,0.0001029895,0.7716271,0.00225866,0.003729797,0.01177157,0.02235536,0.1688275,0.000147926],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08637912,0.0817132,0.6282428,0.08253829,0.01508779,0.002703901,0.0007345882,0.00312113,0.09947921],"genre_scores_gemma":[0.3267048,0.05108346,0.5411392,0.03743579,0.01759952,0.0009698319,0.0007604929,0.0004630593,0.02384378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006479539,"threshold_uncertainty_score":0.02167618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045410881131201,"score_gpt":0.4719769421593326,"score_spread":0.3674358540462125,"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."}}