{"id":"W2083329302","doi":"10.1016/j.thorsurg.2006.11.002","title":"The Glottis and Subglottis: An Otolaryngologist's Perspective","year":2007,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Subglottis; Glottis; Otorhinolaryngology; Medicine; Larynx; Swallowing; Perspective (graphical); Anatomy; Airway; Surgery; Computer science","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.01833855,0.001897117,0.007330882,0.00108326,0.001048244,0.0004301693,0.0008841575,0.002440871,0.0001993737],"category_scores_gemma":[0.007857101,0.001339045,0.003093605,0.002071576,0.001605449,0.0005467932,0.0004081866,0.003731281,0.0005658782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000491561,"about_ca_system_score_gemma":0.002543604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003896083,"about_ca_topic_score_gemma":0.0004506077,"domain_scores_codex":[0.9866608,0.00295062,0.004390817,0.002559571,0.00134395,0.002094273],"domain_scores_gemma":[0.9695987,0.02265538,0.002332458,0.003107342,0.001037457,0.001268707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007240654,0.0005577862,0.003285535,0.004904883,0.0009901576,0.001165543,0.0001598776,1.323449e-7,1.414607e-7,0.0002648915,0.004316463,0.9836305],"study_design_scores_gemma":[0.0002860861,0.0004263106,0.0008192687,0.007522805,0.003858107,0.0009295444,0.001644006,0.00001552355,0.000002420596,0.0005993173,0.9824294,0.001467156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00281182,0.985814,0.00005765361,0.0007544219,0.002543474,0.002758525,0.0001678216,0.00065264,0.004439617],"genre_scores_gemma":[0.000431158,0.9920216,0.0004064723,0.0009137784,0.002082525,0.0002455844,0.0005862447,0.0004749601,0.002837717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821634,"threshold_uncertainty_score":0.9993773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1985116020375062,"score_gpt":0.5003284284416425,"score_spread":0.3018168264041363,"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."}}