{"id":"W2971085791","doi":"10.1002/lary.28250","title":"Recurrent laryngeal nerve monitoring with surface electrodes in pediatric thyroid surgery","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Medicine; Paresis; Recurrent laryngeal nerve; Thyroid; Thyroidectomy; Surgery; Cord; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009593103,0.0003166377,0.000654734,0.0001807137,0.00008558431,0.00004520954,0.0001891358,0.0001136806,0.00007235926],"category_scores_gemma":[0.00005568529,0.000199702,0.0001524659,0.000911622,0.00004759689,0.0001960377,0.00006714012,0.0006595379,0.0004428615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009301829,"about_ca_system_score_gemma":0.0003127234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001229391,"about_ca_topic_score_gemma":0.00003284487,"domain_scores_codex":[0.9977378,0.0002043034,0.0004144055,0.0004451344,0.0004722252,0.0007261366],"domain_scores_gemma":[0.9984065,0.0006158762,0.0001389506,0.000607314,0.00007473259,0.0001566246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009203084,0.000175434,0.9794858,0.0001021501,0.0000407234,0.0001394745,0.0003115276,0.0000911598,0.01400157,0.00003497215,0.004419904,0.0002770369],"study_design_scores_gemma":[0.001976492,0.0008573952,0.9740397,0.0003009199,0.0001599859,0.000226791,0.0002798755,0.000132558,0.01798126,0.00003845449,0.003397482,0.0006090869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792975,0.01517007,0.000005180154,0.000936006,0.0005708993,0.0005970034,0.000004855626,0.000115762,0.003302691],"genre_scores_gemma":[0.9948492,0.002432971,0.0001135762,0.0001671587,0.0006947861,0.00002287447,0.00002395633,0.00006305036,0.001632422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555168,"threshold_uncertainty_score":0.814361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598720932170139,"score_gpt":0.2495825408410498,"score_spread":0.2335953315193484,"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."}}