{"id":"W1971588014","doi":"10.1213/01.ane.0000166975.38649.27","title":"Cervical Spine Motion: A Fluoroscopic Comparison During Intubation with Lighted Stylet, GlideScope, and Macintosh Laryngoscope","year":2005,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stylet; Laryngoscopy; Intubation; Medicine; Cervical spine; Video laryngoscope; Laryngoscopes; Anesthesia; 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":[0.0001596005,0.0002620361,0.0004254142,0.0002514481,0.0001594977,0.00007368298,0.00009692756,0.0001222039,0.0008622654],"category_scores_gemma":[0.0000136097,0.0002165447,0.00005161766,0.0004040959,0.00009249925,0.0003503844,0.00003289161,0.0002115994,0.00005693268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008702902,"about_ca_system_score_gemma":0.00003041221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003631688,"about_ca_topic_score_gemma":0.0000347095,"domain_scores_codex":[0.9985142,0.00005230813,0.0004051879,0.0004008779,0.0003470008,0.0002803716],"domain_scores_gemma":[0.9992497,0.00001275328,0.0001447207,0.0002929463,0.0001371397,0.0001627712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001931819,0.001635451,0.6786154,0.001910926,0.0006109781,0.0002660656,0.002794176,0.00007871403,0.01271756,0.01095553,0.03086261,0.2576208],"study_design_scores_gemma":[0.003341467,0.006604202,0.8648893,0.0006842628,0.0004110862,0.0002006798,0.0002905069,0.008230872,0.06807769,0.00006606781,0.04656328,0.0006406099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829913,0.0004384851,0.002979632,0.007426429,0.000008089532,0.0006218179,3.444871e-7,0.000382173,0.005151668],"genre_scores_gemma":[0.9895565,0.0004921982,0.004510136,0.0004196021,0.0002097092,0.00004851763,0.00006334693,0.00004036509,0.00465962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2569802,"threshold_uncertainty_score":0.9441201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857637313405627,"score_gpt":0.2535562304043424,"score_spread":0.2449798572702861,"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."}}