{"id":"W4229453188","doi":"10.1164/rccm.202111-2575oc","title":"Peri-intubation Cardiovascular Collapse in Patients Who Are Critically Ill: Insights from the INTUBE Study","year":2022,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Intubation; Odds ratio; Blood pressure; Confidence interval; Pulse oximetry; Perioperative; Anesthesia; Pulse pressure; Prospective cohort study; Cardiology; Internal medicine","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":[0.001360721,0.0004330732,0.0006360539,0.0009080514,0.0005216303,0.001039236,0.0004779046,0.0006979406,0.0009230939],"category_scores_gemma":[0.003569896,0.0002782696,0.0007927133,0.001624799,0.0002789579,0.0007194394,0.001332677,0.001079752,0.0002311211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002856168,"about_ca_system_score_gemma":0.000535644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004186564,"about_ca_topic_score_gemma":0.005817438,"domain_scores_codex":[0.9991782,0.0003392501,0.00009590993,0.0001563313,0.0001177488,0.0001124416],"domain_scores_gemma":[0.9968646,0.0004437137,0.0015923,0.0001662844,0.0002263417,0.0007067031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002566763,0.00006948431,0.99832,0.00003069561,0.0001039033,0.00009589117,0.0001110922,0.00002553897,0.00007485397,0.00002496533,0.0002969263,0.0005899231],"study_design_scores_gemma":[0.00004556973,0.0001732363,0.99853,0.00003094694,0.00007794787,0.000224221,0.0004285743,0.0001406354,0.00002084727,0.0000391695,0.0002810179,0.000007787471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968829,0.0006195928,0.00007623142,0.000257418,0.00001556446,0.00004721216,0.00158643,0.000001961486,0.0005126821],"genre_scores_gemma":[0.9958832,0.0005117972,0.0002175491,0.0002195403,0.00008647292,0.000109693,0.002836299,0.000003374221,0.0001321881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004186564,"threshold_uncertainty_score":0.008324385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404839026915062,"score_gpt":0.2808278475331478,"score_spread":0.2667794572639972,"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."}}