{"id":"W2460722722","doi":"10.1007/s12630-010-9440-z","title":"A randomized comparison of the GlideRite® Rigid Stylet to a malleable stylet for orotracheal intubation by novices using the GlideScope®","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Stylet; Intubation; Orotracheal intubation; Medicine; Anesthesia; Laryngoscopy; 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":[0.003356213,0.0002991874,0.0009873693,0.0005546926,0.0006471045,0.0002288531,0.0007640644,0.0001950728,0.0004213554],"category_scores_gemma":[0.0009222589,0.0001834807,0.0004897948,0.0005233007,0.0003757536,0.0003593632,0.00001615326,0.0009530774,0.000001744696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003763519,"about_ca_system_score_gemma":0.002369819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007733388,"about_ca_topic_score_gemma":0.01728864,"domain_scores_codex":[0.9970403,0.0002329586,0.001347526,0.0001963283,0.0005839942,0.0005988516],"domain_scores_gemma":[0.9957993,0.0002515405,0.001355581,0.0003669573,0.00122228,0.001004335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06443237,0.0009397798,0.03466057,0.001329076,0.002943916,0.00846845,0.03387624,0.003852026,0.02075497,0.01462587,0.7504593,0.06365745],"study_design_scores_gemma":[0.09373521,0.01481968,0.002438769,0.002507186,0.003441054,0.3457949,0.01103298,0.0104518,0.02513071,0.002587966,0.4863017,0.001758005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762122,0.0003912075,0.001068657,0.01993133,0.0003215736,0.001395551,0.00001133587,0.00001051965,0.0006576339],"genre_scores_gemma":[0.9954733,0.000035044,0.002455708,0.0003343713,0.0005172045,0.00002033811,0.000006857693,0.00005161561,0.001105566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3373265,"threshold_uncertainty_score":0.9988742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142662195945571,"score_gpt":0.2869850777186514,"score_spread":0.2655584557591957,"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."}}