{"id":"W1975955758","doi":"10.1213/ane.0b013e3182410cbf","title":"The Kepler Intubation System","year":2011,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Intubation; Medicine; Airway; Anesthesia; Airway management; Laryngoscopy; Endotracheal intubation; Surgery","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":[0.0003234038,0.0001170379,0.0001443085,0.00008623932,0.0001873084,0.00002811904,0.0001404443,0.00006548309,0.0004373084],"category_scores_gemma":[0.00001695272,0.00007565692,0.00008686315,0.0001993029,0.00006732309,0.0001086206,0.0000149661,0.00009286719,0.0002268783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005109836,"about_ca_system_score_gemma":0.0000237308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005708235,"about_ca_topic_score_gemma":0.000004194118,"domain_scores_codex":[0.9991614,0.00004488238,0.0002365667,0.0001645643,0.000212851,0.000179776],"domain_scores_gemma":[0.9993412,0.00002389556,0.00009696795,0.0003659453,0.0001101772,0.00006176645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004177082,0.0001582864,0.03748079,0.0002307415,0.0002369228,0.00008304897,0.002238482,4.406936e-7,0.0001683469,0.5826539,0.2062313,0.1701001],"study_design_scores_gemma":[0.0007927896,0.003831511,0.2894908,0.0002618381,0.0003830506,0.0001493269,0.003054529,0.001656904,0.01212392,0.001852901,0.6859316,0.0004708322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5059607,0.0005298191,0.004098006,0.004787466,0.00008372794,0.001116672,2.591506e-7,0.001229897,0.4821934],"genre_scores_gemma":[0.9843997,0.0003481342,0.0003549771,0.0002098774,0.00009162721,0.00005790299,0.00001033547,0.00002162603,0.01450576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580801,"threshold_uncertainty_score":0.4788221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524133584437161,"score_gpt":0.2360136486978866,"score_spread":0.210772312853515,"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."}}