{"id":"W2064633606","doi":"10.1513/annalsats.201501-065ed","title":"Endobronchial Ultrasound–guided Transbronchial Needle Aspiration for Staging Patients with Lung Cancer with Clinical N0 Disease","year":2015,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Endobronchial ultrasound; Lung cancer; Radiology; Lung cancer staging; Ultrasound; Lung ultrasound; Lung disease; Bronchoscopy; Lung; Internal medicine; Mediastinoscopy","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":[0.001209874,0.000411132,0.0007294171,0.0006546205,0.001464507,0.001000343,0.0008133689,0.01249183,0.002813975],"category_scores_gemma":[0.009569414,0.0004333013,0.0008277664,0.0004970557,0.0009719618,0.0009400692,0.0004619208,0.006618157,0.002025703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270095,"about_ca_system_score_gemma":0.00214103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004435986,"about_ca_topic_score_gemma":0.01525901,"domain_scores_codex":[0.9988641,0.0003532276,0.0001814815,0.0001171967,0.0003078511,0.0001762556],"domain_scores_gemma":[0.9976808,0.001029624,0.0002138603,0.00008622093,0.000403545,0.0005859653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007830161,0.0004463449,0.07561598,0.0003044476,0.0001062018,0.05538716,0.0004161753,0.0005917823,0.003798838,0.001862494,0.7546049,0.1060827],"study_design_scores_gemma":[0.001547846,0.0022042,0.1201903,0.002223125,0.0005208569,0.1504538,0.0017698,0.01207385,0.003923061,0.01340173,0.6914852,0.000206248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0221092,0.007534129,0.0007148195,0.9273804,0.02110078,0.0001178876,0.0002377948,0.0001002111,0.02070481],"genre_scores_gemma":[0.1900757,0.00842013,0.002558686,0.7005911,0.0803996,0.0001570129,0.0004253294,0.00005228053,0.01732017],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01249183,"threshold_uncertainty_score":0.01647073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09861158427644452,"score_gpt":0.4358701250050761,"score_spread":0.3372585407286316,"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."}}