{"id":"W4381197878","doi":"10.2196/42500","title":"Left Head Rotation as an Alternative to Difficult Tracheal Intubation: Randomized Open Label Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Airway Management and Intubation Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intubation; Medicine; Laryngoscopy; Anesthesia; Tracheal intubation; Sniffing; Glottis; Surgery; Randomized controlled trial; Larynx","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03118718,0.0001508217,0.0009281906,0.0009878972,0.0001291989,0.0002080757,0.0009501195,0.0002131472,0.005412607],"category_scores_gemma":[0.06395511,0.0001038659,0.0001972306,0.0007999637,0.0003042364,0.0007947602,0.0004498835,0.002018239,0.0003296996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594985,"about_ca_system_score_gemma":0.0007445028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002085802,"about_ca_topic_score_gemma":0.00004329654,"domain_scores_codex":[0.9908507,0.002941736,0.001585702,0.0003246192,0.003942722,0.0003544805],"domain_scores_gemma":[0.9899236,0.005384218,0.000463874,0.0002510165,0.003061862,0.0009154417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.544821,0.001439256,0.00006397859,0.00001970344,0.0003143361,0.00009805022,0.002041562,0.000001576542,0.00009522036,0.001602947,0.06613985,0.3833625],"study_design_scores_gemma":[0.8423335,0.07716258,0.00132252,0.001433196,0.0001324345,0.00005905006,0.004884912,0.0150059,0.002078471,0.01051813,0.04481626,0.0002530912],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9172029,0.00001919887,0.00694866,0.05658773,0.0009129376,0.003055564,0.000003090263,0.00005113764,0.01521878],"genre_scores_gemma":[0.9848318,0.001734185,0.0009888632,0.00082444,0.002852664,0.0001569935,0.00004848578,0.00003758425,0.00852496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3831094,"threshold_uncertainty_score":0.9975967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3348908480330242,"score_gpt":0.6235953287294221,"score_spread":0.288704480696398,"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."}}