{"id":"W2160557798","doi":"10.1017/s1049023x00000108","title":"Evaluation of a Semi-Quantitative CO<sub>2</sub> Monitor with Pulse Oximetry for Prehospital Endotracheal Tube Placement and Management","year":2002,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Endotracheal tube; Pulse oximetry; ALARM; Medicine; Airway management; Airway; Intubation; Medical emergency; Computer science; Anesthesia; Engineering","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":[0.003783324,0.0006436896,0.0003340855,0.0003186958,0.0001859984,0.0005629556,0.001064984,0.0007686397,0.001416227],"category_scores_gemma":[0.01446185,0.0003066846,0.0004176566,0.0001745372,0.0003333519,0.0007565324,0.0005934702,0.0004466433,0.000245674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004465488,"about_ca_system_score_gemma":0.0004199386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006419946,"about_ca_topic_score_gemma":0.0007806821,"domain_scores_codex":[0.9972777,0.001453294,0.0002169965,0.0002404701,0.0006906053,0.0001210352],"domain_scores_gemma":[0.9929907,0.002821831,0.001123205,0.0005619189,0.001821196,0.0006810514],"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":[0.03804269,0.01354445,0.321701,0.002235248,0.0005912915,0.00211022,0.00419028,0.004010436,0.2386301,0.0002524724,0.00203508,0.3726568],"study_design_scores_gemma":[0.003433465,0.3154022,0.5572995,0.0002496342,0.00084913,0.007897639,0.002181339,0.01769524,0.08918805,0.0001203341,0.005500686,0.0001828343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968247,0.0001305143,0.002328548,0.00005282929,0.00002066865,0.000220422,0.00003493415,0.00005132525,0.0003360712],"genre_scores_gemma":[0.9866959,0.000107741,0.01252395,0.0001084387,0.00002597209,0.000218842,0.0001252544,0.00001231675,0.0001815779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003783324,"threshold_uncertainty_score":0.02000839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441193465973901,"score_gpt":0.3007451219168194,"score_spread":0.2663331872570804,"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."}}