{"id":"W2139102915","doi":"10.1111/pan.12091","title":"Randomized trial of success of pediatric anesthesiologists learning to use two video laryngoscopes","year":2012,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Laryngoscopes; Intubation; Laryngoscopy; Anesthesia; Anesthesiology; Randomized controlled trial; American society of anesthesiologists; Tracheal 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":[0.001895181,0.0002444059,0.001074148,0.0006454379,0.0000538595,0.00001524122,0.0002047314,0.0001357417,0.0003132372],"category_scores_gemma":[0.001491405,0.0001932334,0.0002995952,0.0008109374,0.0000872583,0.0003433065,0.00005692489,0.0001881631,0.00003682766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002741844,"about_ca_system_score_gemma":0.000069145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001615787,"about_ca_topic_score_gemma":5.395912e-7,"domain_scores_codex":[0.9976458,0.0003747188,0.0008928104,0.0002521207,0.0004643833,0.0003701942],"domain_scores_gemma":[0.9978744,0.0007629853,0.0005986951,0.0003426817,0.0002288295,0.0001923597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2837673,0.0006564317,0.7058815,0.0003808391,0.00005990844,0.000006432785,0.0006003025,0.00002680157,0.00003899099,0.001021399,0.005661163,0.001898987],"study_design_scores_gemma":[0.8567128,0.006917714,0.115165,0.00004785274,0.003186676,0.00002111361,0.0001439294,0.0001475214,0.00317017,0.000149055,0.01355003,0.0007881231],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948979,0.0007656291,0.0007341956,0.0002780217,0.00006843172,0.001892847,6.983757e-7,0.0001739351,0.001188348],"genre_scores_gemma":[0.9912298,0.003308107,0.002039068,0.00009609341,0.001069334,0.0001386951,0.00001999865,0.00003765357,0.002061254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5907164,"threshold_uncertainty_score":0.787983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817538655450589,"score_gpt":0.30766655210762,"score_spread":0.2794911655531141,"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."}}