{"id":"W2045941890","doi":"10.1378/chest.121.4.1165","title":"Mediastinal Transthoracic Needle and Core Lymph Node Biopsy","year":2002,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Medicine; Mediastinal lymph node; Radiology; Biopsy; Core (optical fiber); Lymph node; Core biopsy; Pathology; Internal medicine; Cancer; Metastasis","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":[0.0007907893,0.0004407064,0.0005454375,0.001246579,0.0006126369,0.0004359613,0.0003388483,0.0009462977,0.005881116],"category_scores_gemma":[0.001508677,0.0002809016,0.0003935836,0.0003491798,0.0005591281,0.0008355388,0.0004392057,0.0006516004,0.001596408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003833505,"about_ca_system_score_gemma":0.0007349909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801403,"about_ca_topic_score_gemma":0.006807477,"domain_scores_codex":[0.9997005,0.0000473513,0.0000369254,0.00008292377,0.00007482833,0.0000574003],"domain_scores_gemma":[0.9994519,0.0001405276,0.00002693217,0.0001188878,0.0001246357,0.0001370819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003901366,0.0005825284,0.1406746,0.0008481316,0.0002377178,0.1084624,0.0006059658,0.001431366,0.3843144,0.002229869,0.008231369,0.3484803],"study_design_scores_gemma":[0.0004424681,0.002457932,0.3252448,0.0005570818,0.0003925886,0.5460739,0.0007629278,0.01004546,0.05875926,0.005599755,0.04956187,0.0001020078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7787332,0.02738232,0.07603465,0.003162297,0.001449212,0.001230144,0.001934709,0.001201153,0.1088724],"genre_scores_gemma":[0.9448945,0.003054157,0.03612276,0.002418582,0.000460754,0.0001482112,0.000759156,0.0001178992,0.01202405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005881116,"threshold_uncertainty_score":0.01967436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04817124616843348,"score_gpt":0.2978975046909721,"score_spread":0.2497262585225387,"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."}}