{"id":"W2995875605","doi":"10.1007/s00276-019-02397-3","title":"Euclidean distances of laryngopharyngeal structures obtained from CT data for preclinical development of laryngoscopic devices","year":2019,"lang":"en","type":"article","venue":"Surgical and Radiologic Anatomy","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"European Regional Development Fund; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Pharynx; Anatomy; Epiglottis; Larynx; Glottis; Laryngoscopy; Thyroid cartilage; Pyriform Sinus; Surgery; Intubation","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":[0.0003135963,0.000153303,0.0007088668,0.00004345109,0.00004373624,0.000005478565,0.00024548,0.00009550216,0.0002075893],"category_scores_gemma":[0.00009615222,0.00009487243,0.00008324749,0.00009223116,0.0001838036,0.00007797107,0.0001195815,0.0001215239,0.000002305181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000798515,"about_ca_system_score_gemma":0.0001148837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003942108,"about_ca_topic_score_gemma":0.00003698763,"domain_scores_codex":[0.9986508,0.0000540574,0.0005132091,0.0004082566,0.0001718109,0.0002018647],"domain_scores_gemma":[0.9987796,0.0005416538,0.0001671126,0.000357251,0.00005248509,0.0001018942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001263202,0.000261679,0.9622446,0.0008019183,0.0005255596,0.00005185283,0.0001975655,0.000002309394,0.0004624933,0.003336997,0.000567703,0.03028409],"study_design_scores_gemma":[0.009427781,0.0009474462,0.6921354,0.000299271,0.0002762848,0.00003416131,0.001112211,0.0006334309,0.001344436,0.004297178,0.2890876,0.0004048496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897025,0.008502099,0.00004726556,0.0003272748,0.00009134897,0.0004424537,0.0001774381,0.0000213289,0.0006882871],"genre_scores_gemma":[0.993421,0.000442886,0.005144282,0.00009658119,0.00006814743,0.000006417553,0.0006615276,0.000008135316,0.0001510002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2885199,"threshold_uncertainty_score":0.3868786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021769156642958,"score_gpt":0.348089585377912,"score_spread":0.3078718938114824,"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."}}