{"id":"W3161246604","doi":"10.1097/lbr.0000000000000776","title":"Rapid On-site Evaluation (ROSE) in Capillary Pull Versus Suction Biopsy Technique With Endobronchial Ultrasound-transbronchial Needle Aspiration (EBUS-TBNA)","year":2021,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Suction; Pulmonary aspiration; Capillary action; Biopsy; Bronchoscopy","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":[0.003114419,0.0002438954,0.0005817065,0.0002558156,0.0001756238,0.0003160193,0.0002712958,0.0003752309,0.002563053],"category_scores_gemma":[0.006783266,0.0001999343,0.0004075585,0.0001644824,0.0004777833,0.0004047409,0.0004669061,0.0004170123,0.0002765204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995517,"about_ca_system_score_gemma":0.0003056262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001620815,"about_ca_topic_score_gemma":0.0004447461,"domain_scores_codex":[0.9971163,0.001629939,0.0002634889,0.0003162748,0.0005089501,0.0001649189],"domain_scores_gemma":[0.9938857,0.003502782,0.001482895,0.0003143455,0.0002617521,0.0005525476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.574001,0.01580071,0.185932,0.000883935,0.0009155365,0.0004071376,0.0007005762,0.0009083138,0.03948192,0.0003961671,0.0004441401,0.1801286],"study_design_scores_gemma":[0.01454642,0.59215,0.3742363,0.00009466842,0.0007998514,0.0009706423,0.0004518918,0.002494324,0.01271368,0.000211625,0.001262689,0.00006802693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986921,0.0001985369,0.0004449077,0.0000141849,0.00001495706,0.0002608768,0.00002211931,0.000004975595,0.0003472598],"genre_scores_gemma":[0.9972869,0.0001520736,0.001906713,0.00003454889,0.00003434011,0.0003438722,0.00005084659,0.000003210665,0.0001875293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003114419,"threshold_uncertainty_score":0.01647079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862225054695135,"score_gpt":0.3159113554034038,"score_spread":0.2872891048564525,"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."}}