{"id":"W4294867684","doi":"10.1016/j.chest.2022.05.011","title":"Does (Needle) Size Matter?","year":2022,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Sarcoidosis; Radiology; Guideline; Mediastinal lymphadenopathy; Mediastinal lymph node; Sampling (signal processing); Lung cancer; Fine-needle aspiration; Lymph node; Thoracic diseases; Endobronchial ultrasound; Mediastinoscopy; Mediastinal Diseases; Biopsy; Mediastinum; Bronchoscopy; Cancer; Pathology; Internal medicine","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":[0.003700244,0.000418998,0.001148929,0.0008413506,0.004151413,0.003742148,0.001528243,0.06054927,0.01928903],"category_scores_gemma":[0.0289871,0.0005750303,0.001156053,0.0009792458,0.002493003,0.003259001,0.001134348,0.02708694,0.01227503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005227066,"about_ca_system_score_gemma":0.006414802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01208352,"about_ca_topic_score_gemma":0.02685807,"domain_scores_codex":[0.997136,0.0008608912,0.0004211735,0.0003180126,0.0006083722,0.0006555793],"domain_scores_gemma":[0.9902579,0.005127913,0.0007845415,0.0002892444,0.001308671,0.002231722],"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":[0.0001130842,0.00006518791,0.005589167,0.00006291478,0.00002449648,0.008097099,0.0002214005,0.00009326015,0.0002022012,0.007072808,0.961725,0.01673336],"study_design_scores_gemma":[0.0002130199,0.0001545937,0.007800209,0.001023984,0.00009830885,0.01681505,0.001472082,0.0007931091,0.0002976185,0.03451971,0.9367038,0.0001086529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007501341,0.0005966687,0.00004838101,0.9856935,0.004542092,0.000005900514,0.0000443004,0.000009223168,0.008309891],"genre_scores_gemma":[0.01004499,0.001208483,0.0001854232,0.9483163,0.02995646,0.00001948787,0.00004833097,0.00001894347,0.01020158],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06054927,"threshold_uncertainty_score":0.06452817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369461134152259,"score_gpt":0.2686073055205829,"score_spread":0.2549126941790603,"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."}}