{"id":"W2788394681","doi":"10.1016/j.chest.2018.02.017","title":"Is Routine Chest X-Ray After Ultrasound-Guided Central Venous Catheter Insertion Choosing Wisely?","year":2018,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pneumothorax; Catheter; Central venous catheter; Chest radiograph; Internal jugular vein; Retrospective cohort study; Surgery; Incidence (geometry); Subclavian vein; Radiology; Radiography","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008130505,0.0003334246,0.000480235,0.0001746559,0.00171181,0.0001145822,0.0003096135,0.0003203806,0.004588756],"category_scores_gemma":[0.0001716058,0.0002764087,0.0003639704,0.000279288,0.000174736,0.0003368214,0.00007092441,0.001198088,0.001002581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006180966,"about_ca_system_score_gemma":0.0004031091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001529912,"about_ca_topic_score_gemma":0.0000998152,"domain_scores_codex":[0.9965198,0.0002983283,0.000922286,0.0003921048,0.0004388182,0.001428657],"domain_scores_gemma":[0.9979469,0.0001307956,0.0004797282,0.0004283684,0.0004185043,0.0005957279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002182,0.002325403,0.7541204,0.000474372,0.0005494233,0.000165081,0.1439032,0.00001631695,0.02956922,0.00005733662,0.05984119,0.007975842],"study_design_scores_gemma":[0.002668463,0.0006340141,0.8993943,0.0005871157,0.0003382031,0.0003588334,0.001949764,0.0001549508,0.002382115,0.0005803545,0.0902706,0.0006812359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991209,0.0003478676,0.00148414,0.002331862,0.002133379,0.000360497,0.0000257149,0.00008218516,0.002025322],"genre_scores_gemma":[0.9875921,0.000314613,0.001245094,0.003802967,0.005767826,0.00002583696,0.00001895075,0.00007422562,0.001158356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452739,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04808211274721821,"score_gpt":0.3448916006575947,"score_spread":0.2968094879103765,"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."}}