{"id":"W2086950485","doi":"10.1111/anae.12209","title":"Forces generated by Macintosh and GlideScope <sup>®</sup> laryngoscopes in four airway‐training manikins","year":2013,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Laryngoscopes; Medicine; Airway; Trainer; Airway management; Anesthesia; Intubation; Laryngoscopy; Computer science","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":[0.0001955692,0.0001980684,0.0003012798,0.0002176088,0.00007579623,0.00007878842,0.0001095413,0.0001091218,0.001090295],"category_scores_gemma":[0.00003868969,0.0001742745,0.00004228699,0.0002506776,0.00006876038,0.0003675066,0.00004551276,0.0001553002,0.00008416057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003922495,"about_ca_system_score_gemma":0.0000259609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000656902,"about_ca_topic_score_gemma":0.00003618433,"domain_scores_codex":[0.9989023,0.00004685913,0.0003001204,0.0002663758,0.0001774187,0.0003069793],"domain_scores_gemma":[0.9995149,0.00001822105,0.00006921046,0.0002195379,0.00006598634,0.0001120915],"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":[0.00006338832,0.0001277892,0.05852796,0.0001508599,0.00009035727,0.00002984976,0.002925366,0.00002463206,0.003135175,0.002478376,0.3034312,0.6290151],"study_design_scores_gemma":[0.006266084,0.010128,0.07453716,0.001326479,0.0002957688,0.00004687675,0.008601722,0.0790334,0.04584222,0.004040574,0.7678235,0.002058242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701054,0.0006379973,0.000459838,0.002645449,0.00001081265,0.0006680874,0.000001590961,0.000214341,0.02525647],"genre_scores_gemma":[0.9846108,0.002296794,0.001920948,0.001124199,0.00006052056,0.0001133545,0.00004076596,0.00003828503,0.00979433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6269568,"threshold_uncertainty_score":0.9998229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01839331941556518,"score_gpt":0.2453213829371788,"score_spread":0.2269280635216136,"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."}}