{"id":"W4256699876","doi":"10.1097/lbr.0000000000000087","title":"Capnography Monitoring in Procedural Sedation for Bronchoscopy","year":2014,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Capnography; Sedation; Bronchoscopy; Anesthesia; Flexible bronchoscopy; Intensive care medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005779654,0.0001267578,0.0004267,0.0005063784,0.00003795286,0.000007612344,0.0001421611,0.0001798259,0.000093905],"category_scores_gemma":[0.0003102855,0.0001114465,0.0003637194,0.0001351166,0.0001141145,0.0001676593,0.00001910958,0.000330666,0.0000122494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009437668,"about_ca_system_score_gemma":0.00006160451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005859625,"about_ca_topic_score_gemma":0.00000533001,"domain_scores_codex":[0.9985903,0.0001303784,0.0007235626,0.0001738911,0.0001396983,0.0002422079],"domain_scores_gemma":[0.998927,0.0001452146,0.0004453959,0.0001054666,0.0002956829,0.00008122423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002072502,0.000996139,0.9649582,0.0001544214,0.000279482,0.00008684614,0.0002413018,0.00004751607,0.01346499,0.002552388,0.002532637,0.01261358],"study_design_scores_gemma":[0.004080452,0.004059439,0.9747701,0.0002815576,0.0001041466,0.001570121,0.000185817,0.0001729329,0.002511449,0.003630141,0.008520588,0.0001132035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834032,0.000299919,0.01192712,0.00335969,0.0005636978,0.0002163621,0.000001444775,0.00000899308,0.0002195654],"genre_scores_gemma":[0.9943273,0.0000194948,0.004478886,0.0004342741,0.0004628685,0.00002022081,0.00001506274,0.0000151651,0.0002266968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250038,"threshold_uncertainty_score":0.4544657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721065123542904,"score_gpt":0.3361373235509177,"score_spread":0.3089266723154886,"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."}}