{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009162815,0.0002716594,0.0006095726,0.0005197193,0.00008227764,0.00002531613,0.0001203374,0.0003415256,0.001185142],"category_scores_gemma":[0.0002363583,0.0002335482,0.00041512,0.0003314707,0.000186484,0.0002418623,0.00002592751,0.0007277477,0.000027995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284849,"about_ca_system_score_gemma":0.0006256494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007903331,"about_ca_topic_score_gemma":0.0003235871,"domain_scores_codex":[0.9971868,0.0005508391,0.0009320606,0.0004421539,0.0005434469,0.0003446378],"domain_scores_gemma":[0.9980393,0.0002573099,0.0005988016,0.0002812302,0.0006984991,0.0001248276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08091407,0.0283569,0.4657066,0.0006677629,0.007729584,0.01299494,0.0014843,0.006806636,0.2825585,0.007755519,0.01013208,0.09489315],"study_design_scores_gemma":[0.03728169,0.02813817,0.8427135,0.001119649,0.001610728,0.03345824,0.0003045437,0.0001265664,0.04930159,0.001484488,0.003963571,0.0004972948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884298,0.002614508,0.001254521,0.004032756,0.001767252,0.0005859408,0.00001834603,0.00002144743,0.001275436],"genre_scores_gemma":[0.9967271,0.0002854809,0.001597476,0.0002554729,0.0006530187,0.0001272845,0.000232812,0.00003007595,0.00009128693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770069,"threshold_uncertainty_score":0.9997279,"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."}}