{"id":"W2088011707","doi":"10.1097/aln.0b013e31818d6c3c","title":"Fiberoptic Oral Intubation","year":2008,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Checklist; Fidelity; Intubation; Psychological intervention; Rating scale; Repeated measures design; High fidelity; Physical therapy; Anesthesia; Medical physics; Nursing; Computer science; Psychology; Statistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006426021,0.00006295527,0.0001371154,0.0000851638,0.00005193676,0.000001584969,0.00004155151,0.00007083455,0.001390186],"category_scores_gemma":[0.00004683416,0.00005150307,0.00003713789,0.00008374209,0.00008205124,0.00005068686,0.00001356514,0.00006312136,0.0002837141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603947,"about_ca_system_score_gemma":0.00001856913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369593,"about_ca_topic_score_gemma":7.055742e-7,"domain_scores_codex":[0.9995669,0.00002598001,0.0001216716,0.0001174466,0.00006077849,0.0001072947],"domain_scores_gemma":[0.9997255,0.00002088473,0.00003371384,0.0001423105,0.00004544144,0.0000321833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002875782,0.0002698002,0.4549744,0.00006179293,0.00006543015,0.0000930774,0.0006870853,0.000004244069,0.001984492,0.01434989,0.3537032,0.173519],"study_design_scores_gemma":[0.0007045104,0.009125306,0.6998426,0.00002069878,0.00004660129,0.0001579388,0.00006488999,0.0003027714,0.007578699,0.002424515,0.2795452,0.0001862841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720482,0.00005138158,0.0003452594,0.0005098279,0.0000277565,0.00014831,9.519781e-8,0.0001916773,0.02667746],"genre_scores_gemma":[0.9842869,0.0005540252,0.001164051,0.0006171628,0.0000594544,0.00001821742,0.00002933113,0.000008926171,0.01326193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2448681,"threshold_uncertainty_score":0.9995227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754940342649771,"score_gpt":0.27750392426778,"score_spread":0.2399545208412823,"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."}}