{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002858106,0.0005035364,0.00146868,0.001508528,0.001642958,0.002910537,0.001120406,0.008067313,0.009629931],"category_scores_gemma":[0.03961862,0.000450655,0.0009681268,0.001079963,0.001702362,0.005936008,0.0006149107,0.007124187,0.00249989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009725695,"about_ca_system_score_gemma":0.003330706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003810734,"about_ca_topic_score_gemma":0.009197643,"domain_scores_codex":[0.9974316,0.0007585891,0.0004769583,0.000298932,0.0005788741,0.0004551287],"domain_scores_gemma":[0.9851764,0.006393395,0.002269267,0.0003370983,0.00250827,0.003315664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001920213,0.00213343,0.4641725,0.001347716,0.0004530073,0.0247519,0.001978406,0.0005091485,0.003528494,0.004036095,0.1930161,0.3021531],"study_design_scores_gemma":[0.0005547376,0.003359957,0.5676462,0.02317667,0.00126028,0.145474,0.03762327,0.0022014,0.004549314,0.03661219,0.176648,0.0008940616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2028816,0.05894871,0.003838813,0.6757231,0.0172641,0.0001164753,0.0005666382,0.0002025363,0.04045805],"genre_scores_gemma":[0.7278464,0.0628062,0.01087064,0.1416614,0.04958403,0.000109773,0.0007398383,0.0002206647,0.00616102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009629931,"threshold_uncertainty_score":0.03221536,"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."}}