{"id":"W1555633806","doi":"10.1111/j.1440-1843.2010.01871.x","title":"Comparison of 21‐gauge and 22‐gauge aspiration needle during endobronchial ultrasound‐guided transbronchial needle aspiration","year":2010,"lang":"en","type":"article","venue":"Respirology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Endobronchial ultrasound; Radiology; Biopsy; Cytology; Histology; Bronchoscopy; Pathology; Nuclear 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001948298,0.000233657,0.0005939904,0.0001676324,0.0001345108,0.00002031338,0.00008124987,0.0002865401,0.000302735],"category_scores_gemma":[0.0001147833,0.0002080005,0.0001215974,0.0001387463,0.0001871573,0.0001194198,0.00002501552,0.0003447284,0.00001494319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008748857,"about_ca_system_score_gemma":0.0001122913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004421015,"about_ca_topic_score_gemma":0.0007961285,"domain_scores_codex":[0.998351,0.00008031967,0.0005829569,0.0003985857,0.0002515612,0.0003356048],"domain_scores_gemma":[0.9990212,0.0001562718,0.0002175098,0.0003477146,0.00009207353,0.0001652009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007065822,0.0007001748,0.5171065,0.0001809849,0.0001448436,0.00001172879,0.0009546661,0.00003049513,0.4723607,0.003326672,0.0006070219,0.003869577],"study_design_scores_gemma":[0.00778746,0.003434023,0.8036905,0.00004520043,0.0003894349,0.0001707524,0.00008826466,0.0001645635,0.179042,0.0004364543,0.004513952,0.0002373661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948406,0.0004317882,0.00005116534,0.0007970714,0.0005246023,0.000653383,0.0000294249,0.0000594911,0.002612528],"genre_scores_gemma":[0.9983714,0.00003636964,0.000431276,0.0002456835,0.0006126352,0.0000790857,0.00009288638,0.00002965872,0.0001010151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933187,"threshold_uncertainty_score":0.8482015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053834419601618,"score_gpt":0.3300498790367076,"score_spread":0.3095115348406914,"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."}}