{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001625392,0.0008020595,0.001156162,0.001192847,0.0003850194,0.001292753,0.0009976594,0.002029058,0.002792286],"category_scores_gemma":[0.007326848,0.0002218426,0.0004018398,0.001041704,0.0009185068,0.0009289547,0.0005271155,0.004053556,0.001678579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186844,"about_ca_system_score_gemma":0.001264176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149912,"about_ca_topic_score_gemma":0.002686391,"domain_scores_codex":[0.9981239,0.000600872,0.0002287211,0.0002277553,0.00071831,0.0001004183],"domain_scores_gemma":[0.9955299,0.002298303,0.0006949424,0.0001201042,0.0009238321,0.0004329113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001051792,0.000416857,0.02503948,0.00581703,0.0001672456,0.01590468,0.0006715163,0.001215532,0.007495055,0.006222421,0.06063271,0.8753659],"study_design_scores_gemma":[0.0003110479,0.002488069,0.1224573,0.01854178,0.0006051672,0.160934,0.0009310073,0.007552233,0.01469492,0.008829303,0.6623302,0.0003250659],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01737619,0.8926121,0.02094908,0.01265511,0.005214359,0.0001936973,0.0001859451,0.0005248943,0.0502887],"genre_scores_gemma":[0.3818819,0.5242505,0.03534341,0.02686406,0.02112839,0.0005112666,0.0006525687,0.0003240582,0.009043756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002792286,"threshold_uncertainty_score":0.00934118,"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."}}