{"id":"W1531905020","doi":"10.1186/s13054-015-0964-z","title":"Endotracheal intubation in the ICU","year":2015,"lang":"en","type":"article","venue":"Critical Care","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Intubation; Hypoxemia; Anesthesia; Airway; Sedation; Laryngoscopy; Airway management; Intensive care medicine; Intensive care unit","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001703563,0.00004422514,0.00006615802,0.00004782129,0.00001885949,0.00001683559,0.00005537982,0.00003978833,0.0001996863],"category_scores_gemma":[0.0006027347,0.00002995225,0.00002314853,0.0001028202,0.00004978599,0.00007072069,0.00001560869,0.0001169805,0.00003786557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005100607,"about_ca_system_score_gemma":0.00002329899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000120318,"about_ca_topic_score_gemma":0.000005593167,"domain_scores_codex":[0.9995001,0.00003769348,0.0001001947,0.00008247807,0.0001851625,0.00009439314],"domain_scores_gemma":[0.9996383,0.00004923973,0.000006068816,0.0001215674,0.0001374348,0.000047348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001342638,0.0002703093,0.02038701,0.0004590533,0.000007892897,0.00002961535,0.01687635,0.000001183471,0.00009493269,0.3876072,0.1855181,0.3886142],"study_design_scores_gemma":[0.00370521,0.01403356,0.05636775,0.0002946335,0.0002398809,0.00001941734,0.1297467,0.001539539,0.009351227,0.04549314,0.7386333,0.0005756139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1524159,0.0005877218,0.003877485,0.02241896,0.0001605905,0.0005612394,0.000003525343,0.0001792346,0.8197954],"genre_scores_gemma":[0.9985287,0.00001023597,0.0002710006,0.0006233355,0.000125068,0.00003517174,0.00003179203,0.000004614459,0.0003701213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8461128,"threshold_uncertainty_score":0.2186424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09900984415494479,"score_gpt":0.3996359621554199,"score_spread":0.3006261180004751,"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."}}