{"id":"W2023239107","doi":"10.2310/7070.2004.03065","title":"Pediatric Laryngeal Paralysis: A New Proposed Surgical Therapy","year":2004,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Recurrent laryngeal nerve; Glottis; Paralysis; Airway; Laryngeal paralysis; Airway resistance; Anesthesia; Peak flow meter; Larynx; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006070224,0.0001455956,0.0004706624,0.0001857422,0.00007397499,0.00000947602,0.0002567645,0.0001309907,0.0002539479],"category_scores_gemma":[0.00007133459,0.0000782744,0.0002568998,0.0003317833,0.0000852376,0.000106925,0.00002424801,0.000560575,0.00007977008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004128179,"about_ca_system_score_gemma":0.0006120578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007462544,"about_ca_topic_score_gemma":0.00001541709,"domain_scores_codex":[0.9986787,0.0001493504,0.0004649395,0.00009758759,0.0003249253,0.0002844351],"domain_scores_gemma":[0.9990486,0.0001030216,0.0002801212,0.000239195,0.0001299137,0.0001991476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03891379,0.007545223,0.7977201,0.0003452349,0.005064053,0.02657942,0.01731777,0.001671152,0.02586428,0.004574837,0.03677173,0.03763235],"study_design_scores_gemma":[0.09296493,0.02052527,0.6597732,0.0001816742,0.003914325,0.1099941,0.001507675,0.00005269653,0.009084565,0.01797858,0.08307305,0.0009499026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978229,0.00569581,0.0002226582,0.01465848,0.0001592611,0.0002330572,3.386914e-7,0.0000178995,0.0007835313],"genre_scores_gemma":[0.9911516,0.005515798,0.0005543898,0.001445371,0.001011643,9.722187e-7,0.000001748882,0.00001940154,0.0002991052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379469,"threshold_uncertainty_score":0.3191938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990458857142131,"score_gpt":0.2818176658856553,"score_spread":0.261913077314234,"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."}}