{"id":"W2079332238","doi":"10.1378/chest.08-2768","title":"A Randomized Controlled Trial of Standard vs Endobronchial Ultrasonography-Guided Transbronchial Needle Aspiration in Patients With Suspected Sarcoidosis","year":2009,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":333,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Boston Scientific Corporation","keywords":"Medicine; Sarcoidosis; Radiology; Randomized controlled trial; Confidence interval; Malignancy; Bronchoscopy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007345726,0.0002576468,0.001875285,0.0003192684,0.00007842033,0.00004520911,0.00007541999,0.00009875174,0.0001000706],"category_scores_gemma":[0.0002185891,0.0001572882,0.0005925352,0.0002940829,0.0001014547,0.000139374,0.000002859885,0.0003031642,7.710992e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135842,"about_ca_system_score_gemma":0.0003660164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003046438,"about_ca_topic_score_gemma":0.00002659008,"domain_scores_codex":[0.9975139,0.0002564384,0.001045036,0.0002113822,0.0006744006,0.0002988509],"domain_scores_gemma":[0.9986237,0.0002114185,0.0005102358,0.0001659765,0.0002987592,0.0001899346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9505989,0.002200457,0.04410503,0.00002678727,0.0005688978,0.00001628044,0.0005238833,0.00002582718,0.00008732953,0.00007142546,0.0001256269,0.001649558],"study_design_scores_gemma":[0.8646997,0.00969119,0.1230088,0.0002528082,0.000924442,0.00001324407,0.0000287765,0.00001407707,0.001084845,0.0001125641,0.00004210534,0.0001274918],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930711,0.0002127033,0.0001825786,0.000889004,0.0002811301,0.004153978,0.00001121085,0.0000202043,0.001178042],"genre_scores_gemma":[0.9983604,0.0001627011,0.0008022819,0.0001138371,0.000388314,0.0001138907,0.00002696039,0.00001695353,0.00001465828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08589924,"threshold_uncertainty_score":0.6414028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008976952751497649,"score_gpt":0.2577230511073072,"score_spread":0.2487460983558095,"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."}}