{"id":"W2891372302","doi":"10.2196/11101","title":"Endotracheal Intubation Among the Critically Ill: Protocol for a Multicenter, Observational, Prospective Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Intubation; Sedation; Intensive care; Airway management; Intensive care medicine; Intensive care unit; Emergency medicine; Airway; Critically ill; Medical emergency; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06669147,0.003946203,0.005208792,0.003633264,0.003504599,0.002983044,0.002490243,0.00338954,0.02497085],"category_scores_gemma":[0.04326222,0.002431971,0.003515542,0.005330579,0.002797689,0.002739029,0.001905261,0.004237989,0.005520999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004826725,"about_ca_system_score_gemma":0.02083207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213172,"about_ca_topic_score_gemma":0.00450442,"domain_scores_codex":[0.9633871,0.0228315,0.007028823,0.00251438,0.002709297,0.001528937],"domain_scores_gemma":[0.9657339,0.007819517,0.007143061,0.00533884,0.01127576,0.002688937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3829064,0.06574199,0.06368703,0.1014824,0.006463618,0.005185312,0.009374253,0.02723224,0.01796331,0.02584673,0.1315914,0.1625254],"study_design_scores_gemma":[0.3427677,0.1019067,0.140877,0.03887891,0.00288999,0.001681773,0.00629108,0.01960219,0.007336994,0.0131118,0.3234494,0.001206403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00205957,0.0001440978,0.002307685,0.0001084546,0.0001159701,0.9933148,0.001477036,0.00003324152,0.0004390983],"genre_scores_gemma":[0.001758777,0.00008251415,0.00313113,0.00008718116,0.00002257503,0.9944807,0.000356911,0.000003796281,0.00007640655],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06669147,"threshold_uncertainty_score":0.3527024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4002395825658508,"score_gpt":0.6013897883700514,"score_spread":0.2011502058042006,"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."}}