{"id":"W7042855043","doi":"","title":"Resuscitation Prior to Emergency Endotracheal Intubation: Results of a National Survey","year":2016,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resuscitation; Intubation; Endotracheal intubation; Emergency department; Critically ill; Emergency medical services","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":[0.002677763,0.0001412797,0.0002449786,0.0007776582,0.0003086119,0.0004548175,0.0004656572,0.0005542934,0.0008233355],"category_scores_gemma":[0.007117357,0.0002351896,0.0002982054,0.001647937,0.0002643273,0.0005412285,0.0005331877,0.0004493694,0.0002959232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000395,"about_ca_system_score_gemma":0.001218208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05907298,"about_ca_topic_score_gemma":0.05748236,"domain_scores_codex":[0.9981444,0.0005209869,0.0002820857,0.0002263175,0.0005367038,0.0002894557],"domain_scores_gemma":[0.995024,0.0009187309,0.002004503,0.000201419,0.001131848,0.0007195381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002349295,0.00004497191,0.9981834,0.00002234064,0.00001589588,0.00002319676,0.0003192259,0.00002452221,0.00006306694,0.000005172373,0.0003045697,0.0009699589],"study_design_scores_gemma":[0.000002019355,0.00003032844,0.9993427,0.000007299234,0.000002666164,0.00002020708,0.0004082253,0.0000444526,0.00001097541,0.00000141024,0.0001280287,0.000001615361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963557,0.0001227419,0.00008523995,0.0002210402,0.000005438856,0.00005473288,0.002292892,0.000005589215,0.000856669],"genre_scores_gemma":[0.997512,0.0001720447,0.0001526451,0.0001960412,0.000006315366,0.00005780565,0.00174216,0.000001812431,0.0001591911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05907298,"threshold_uncertainty_score":0.1174583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609035586825918,"score_gpt":0.2832666437701696,"score_spread":0.2471762879019105,"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."}}