{"id":"W2980587927","doi":"10.1016/j.chest.2019.08.1515","title":"COST-COMPLICATION ANALYSIS OF PERIPHERAL BRONCHOSCOPY WITH RADIAL ENDOBRONCHIAL ULTRASOUND COMPARED WITH CT-GUIDED TRANSTHORACIC BIOPSY","year":2019,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Radiology; Malignancy; Complication; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002040992,0.0004957478,0.001111313,0.001069398,0.0002178547,0.001112278,0.0007539112,0.0006929864,0.003722738],"category_scores_gemma":[0.01351794,0.0002820494,0.003282451,0.001317049,0.0003853108,0.0008445716,0.0006424307,0.0008258185,0.0001900582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881665,"about_ca_system_score_gemma":0.0008089003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497217,"about_ca_topic_score_gemma":0.004596042,"domain_scores_codex":[0.9976158,0.001016587,0.000292857,0.0003035717,0.0004844709,0.000286649],"domain_scores_gemma":[0.9892518,0.006796891,0.00235273,0.0003069354,0.0006935067,0.0005979958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1333233,0.001432639,0.7648101,0.001169326,0.006624417,0.0006893739,0.0001430779,0.01018065,0.002004687,0.0006170892,0.0008979737,0.07810736],"study_design_scores_gemma":[0.001476154,0.02179996,0.9460527,0.0001386187,0.00561686,0.001716473,0.0004532933,0.02080429,0.001013671,0.0002859241,0.0005556906,0.0000863562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955035,0.002779742,0.0005191808,0.0001151479,0.00003838432,0.00004295348,0.0003962523,0.00001052,0.0005944878],"genre_scores_gemma":[0.9988964,0.0002928995,0.000304205,0.0000378926,0.00002533083,0.00001746465,0.0002585524,0.000005016214,0.00016216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004497217,"threshold_uncertainty_score":0.01365244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687384920963002,"score_gpt":0.3140011248775577,"score_spread":0.2871272756679277,"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."}}