{"id":"W3012362581","doi":"10.1097/lbr.0000000000000682","title":"Bronchoscopy in the Age of COVID-19","year":2020,"lang":"en","type":"editorial","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonology; Context (archaeology); Bronchoscopy; Statement (logic); Coronavirus disease 2019 (COVID-19); Intensive care medicine; MEDLINE; Pulmonary medicine; Medical emergency; Surgery; Pathology; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006381874,0.0005001873,0.0006645667,0.001555067,0.003591824,0.004305457,0.001192086,0.009446016,0.007347322],"category_scores_gemma":[0.04256386,0.0006078184,0.0005690031,0.0006958986,0.004309367,0.007921939,0.003462645,0.0190149,0.003851913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003100546,"about_ca_system_score_gemma":0.004133258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985588,"about_ca_topic_score_gemma":0.01508021,"domain_scores_codex":[0.9958822,0.001170559,0.0004867403,0.0005638322,0.001298606,0.0005980905],"domain_scores_gemma":[0.9881216,0.004568729,0.001585303,0.0007717837,0.002042147,0.002910397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003173875,0.0001283591,0.02605549,0.0004316396,0.00004851219,0.01293294,0.002648156,0.0001597647,0.0007222732,0.02821128,0.7826856,0.1456586],"study_design_scores_gemma":[0.00003259145,0.000275902,0.01586677,0.005084442,0.00004961098,0.05819159,0.003555836,0.0003210087,0.0004882108,0.04046855,0.8755462,0.0001192762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.007055808,0.1070799,0.00216587,0.8187053,0.0264502,0.00002801157,0.0001956803,0.0001424329,0.0381769],"genre_scores_gemma":[0.1769555,0.1708327,0.005335996,0.494695,0.1357641,0.0000612322,0.0004601775,0.0003698533,0.01552547],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009446016,"threshold_uncertainty_score":0.03375095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0297585293788641,"score_gpt":0.3741924391549829,"score_spread":0.3444339097761188,"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."}}