{"id":"W2616517681","doi":"10.1159/000475504","title":"Flexible 19-Gauge Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration Needle: First Experience","year":2017,"lang":"en","type":"article","venue":"Respiration","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto General Hospital; University Health Network","funders":"Merit Medical Systems; Health Research Board","keywords":"Medicine; Endobronchial ultrasound; Lymph node; Radiology; Sarcoidosis; Malignancy; Nuclear medicine; Biopsy; Mediastinal lymphadenopathy; Lung cancer staging; Lung cancer; Bronchoscopy; Mediastinoscopy; Pathology","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":[0.001805251,0.001137399,0.0005686762,0.000677609,0.0005370311,0.0007405483,0.0008397599,0.00134736,0.001680474],"category_scores_gemma":[0.004993468,0.0004225355,0.000649403,0.000543,0.0009246053,0.001118881,0.0008872755,0.001018892,0.001050552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004450459,"about_ca_system_score_gemma":0.0005575438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008989332,"about_ca_topic_score_gemma":0.001011211,"domain_scores_codex":[0.9987311,0.0004359645,0.0001100347,0.0002803228,0.0002228531,0.0002197226],"domain_scores_gemma":[0.9971782,0.0009020182,0.00027172,0.0004369927,0.0003536122,0.0008573545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001957227,0.004071113,0.4483951,0.0005290294,0.0004006692,0.05896089,0.0107346,0.001923796,0.02928114,0.0006480388,0.003466647,0.4396318],"study_design_scores_gemma":[0.0008358532,0.03346776,0.4506505,0.0005790641,0.0004951516,0.4366551,0.003980717,0.00546101,0.03818966,0.001058656,0.02820527,0.0004213296],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856648,0.004730035,0.006149942,0.000324236,0.00005494632,0.00008564616,0.00006515653,0.0001278775,0.002797389],"genre_scores_gemma":[0.9891065,0.003287116,0.006040595,0.0004926707,0.0001566927,0.00003805947,0.0001900259,0.00005666044,0.0006316052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001805251,"threshold_uncertainty_score":0.009547174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05371404164701451,"score_gpt":0.3489517219198415,"score_spread":0.295237680272827,"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."}}