{"id":"W2810924294","doi":"10.1111/his.13697","title":"Lung histopathology of non‐infectious pulmonary complications after allogeneic haematopoietic stem cell transplantation","year":2018,"lang":"en","type":"article","venue":"Histopathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Pathology; Lung; Lung transplantation; Diffuse alveolar damage; Transplantation; Pneumonia; Histopathology; Pathological; Lung biopsy; Biopsy; 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":[0.0001609921,0.0002383515,0.0005094933,0.000265263,0.0001363866,0.000004451447,0.0001429109,0.0002368645,0.0002561801],"category_scores_gemma":[0.000006632757,0.0002392329,0.0002313816,0.0001874554,0.0006414482,0.00006910689,0.0000411486,0.0001936168,0.0001691874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825238,"about_ca_system_score_gemma":0.0001364841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003930553,"about_ca_topic_score_gemma":0.00001319511,"domain_scores_codex":[0.9983302,0.0001296674,0.0005335942,0.0004880575,0.0001681931,0.0003503093],"domain_scores_gemma":[0.9988024,0.00003954672,0.0002032618,0.000535686,0.0002641393,0.0001549152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006143824,0.001673465,0.1039868,0.003172066,0.00001928417,0.004411575,0.003362494,0.000009079195,0.871327,0.001091268,0.00157618,0.003226863],"study_design_scores_gemma":[0.001363661,0.004344784,0.9712198,0.0003242627,0.0009240072,0.01011453,0.000123885,0.0007422618,0.005561281,0.0002443584,0.004578872,0.0004583056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648708,0.002146449,0.008888379,0.0003589528,0.000810143,0.0005584485,0.0001112769,0.0001034545,0.0221521],"genre_scores_gemma":[0.9968121,0.0001470901,0.0005780092,0.0006857627,0.0002199354,0.000153978,0.00009969162,0.0000429767,0.001260433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867233,"threshold_uncertainty_score":0.9755636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007327473438065065,"score_gpt":0.245442166290462,"score_spread":0.238114692852397,"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."}}