{"id":"W4309656724","doi":"10.1001/jama.2022.17502","title":"Fluid Bolus Administration and Cardiovascular Collapse in Critically Ill Patients Undergoing Tracheal Intubation","year":2022,"lang":"en","type":"letter","venue":"JAMA","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry","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":[0.0004334674,0.0002206137,0.000382342,0.000667602,0.001162781,0.0008075394,0.0003076252,0.003938638,0.005349326],"category_scores_gemma":[0.008754077,0.0002466485,0.0003899951,0.0007389794,0.0004551848,0.0007736407,0.0002711882,0.004118619,0.0009359099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187699,"about_ca_system_score_gemma":0.001363166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673495,"about_ca_topic_score_gemma":0.0073103,"domain_scores_codex":[0.9994741,0.0001554522,0.00007528196,0.00005538443,0.0001381811,0.0001015193],"domain_scores_gemma":[0.9972885,0.001472781,0.0004325244,0.00005721535,0.0002520089,0.000497041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122374,0.0005437548,0.5181822,0.0002135618,0.00009061879,0.2461037,0.001680469,0.0004239041,0.001254333,0.001622251,0.1954469,0.03331594],"study_design_scores_gemma":[0.000338415,0.001295246,0.701209,0.0009884703,0.000174784,0.2333799,0.003896086,0.004204281,0.0008238989,0.005110799,0.04843587,0.0001433029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5360848,0.006953382,0.0006091445,0.361771,0.007141521,0.0001596625,0.0006401332,0.000180573,0.08645972],"genre_scores_gemma":[0.9484469,0.001964513,0.0004989203,0.03512739,0.008614764,0.00005941566,0.000152704,0.00002605158,0.005109321],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005349326,"threshold_uncertainty_score":0.01789534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375148369843754,"score_gpt":0.2521082386575983,"score_spread":0.2383567549591608,"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."}}