{"id":"W6945383844","doi":"10.25384/sage.c.5491766","title":"Continuous flow insufflation of oxygen compared with manual ventilation during out-of-hospital cardiac arrest: A survey of the paramedics","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insufflation; Capnography; Airway; Airway management; Ventilation (architecture); Oxygen delivery; Telemetry; Hypoventilation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002161086,0.0003910811,0.001338849,0.0002838124,0.00006009718,0.00005136563,0.001335969,0.0002865463,0.001000197],"category_scores_gemma":[0.0007399493,0.0003010015,0.0001758132,0.0006593241,0.0002677565,0.0002098782,0.0006445302,0.0005766313,0.00001533672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007787149,"about_ca_system_score_gemma":0.0004106136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111532,"about_ca_topic_score_gemma":0.002991245,"domain_scores_codex":[0.9955264,0.001031911,0.001147314,0.0004879327,0.001494972,0.0003114224],"domain_scores_gemma":[0.9928972,0.0001701071,0.00399705,0.002379516,0.0004547327,0.000101368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001036485,0.001282429,0.8547243,0.002003365,0.007994273,0.00009819978,0.003054037,0.001181096,0.008315637,0.000001513065,0.1135309,0.006777738],"study_design_scores_gemma":[0.00139035,0.00008097463,0.9766005,0.01560492,0.0005866523,0.000003561203,0.0002481028,0.0004692223,0.000776416,0.000005982335,0.003840774,0.0003925211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5882884,0.1018338,0.001995285,0.00008484955,0.01502331,0.004801045,0.2776498,0.0001737415,0.0101497],"genre_scores_gemma":[0.9639256,0.005767494,0.002813353,0.000007378253,0.001327674,0.00001951109,0.01593301,0.001536576,0.00866942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756372,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546866932867062,"score_gpt":0.3065293630248617,"score_spread":0.2610606936961911,"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."}}