{"id":"W2525380227","doi":"","title":"Morbidity and Mortality of Surgical Lung Biopsy and Implications of Histopathologic Findings in Interstitial Lung Disease","year":2014,"lang":"en","type":"article","venue":"18th International Colloquium on Lung and Airway Fibrosis","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Interstitial lung disease; Lung biopsy; Mechanical ventilation; Mortality rate; Biopsy; Retrospective cohort study; Intubation; Lung; Surgery; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00101511,0.000251982,0.0002247748,0.0009652426,0.0002905417,0.0004943304,0.0003775918,0.0003758739,0.001584468],"category_scores_gemma":[0.004223702,0.0001469684,0.0003386358,0.0007099088,0.0007084186,0.0004327983,0.0005471832,0.0004702801,0.0001849644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631196,"about_ca_system_score_gemma":0.0003983446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448364,"about_ca_topic_score_gemma":0.002338881,"domain_scores_codex":[0.9993125,0.0002159639,0.00009132329,0.00008584447,0.0001856819,0.0001086143],"domain_scores_gemma":[0.9957841,0.001153206,0.002237039,0.0001006825,0.0002109362,0.000514026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005902964,0.000005558867,0.9991751,0.000007367949,0.000007180508,0.00008792522,0.000009793572,0.00003251229,0.00007815198,0.000003452205,0.00001663472,0.000517168],"study_design_scores_gemma":[0.000002013708,0.0001042831,0.9987546,0.000007091518,0.00001143693,0.0007775152,0.00006301889,0.0001661982,0.00007201186,0.00001483967,0.00002497829,0.000001983718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991793,0.0004155331,0.00008776497,0.00005309992,0.000003296331,0.000003824977,0.00009703512,0.000002475561,0.0001576623],"genre_scores_gemma":[0.9997124,0.0000909384,0.0000535481,0.000008901326,0.00001060366,0.000002086964,0.0001016622,6.6941e-7,0.00001918838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001584468,"threshold_uncertainty_score":0.005368471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236072657408017,"score_gpt":0.2895705217391898,"score_spread":0.2772097951651096,"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."}}