{"id":"W2796063423","doi":"10.1016/j.thorsurg.2018.01.013","title":"Laryngeal Split and Rib Cartilage Interpositional Grafting","year":2018,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Subglottis; Glottis; Subglottic stenosis; Surgery; Tracheal Stenosis; Airway; Cricoid cartilage; Airway management; Cuff; Costal cartilage; Larynx; Intubation; Laryngoscopy; Cartilage; Anatomy","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00690794,0.001541417,0.00660958,0.0009526931,0.0004353157,0.0001987572,0.0004108789,0.001635327,0.0006844871],"category_scores_gemma":[0.002280643,0.001320835,0.003040304,0.001122039,0.0008552453,0.0003430785,0.0004244422,0.002359663,0.001020717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019165,"about_ca_system_score_gemma":0.001404301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004102624,"about_ca_topic_score_gemma":0.00003233197,"domain_scores_codex":[0.9899017,0.001397645,0.004227569,0.002053869,0.0009691298,0.001450037],"domain_scores_gemma":[0.9857612,0.009507644,0.001843483,0.001376512,0.0004684367,0.00104277],"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":[0.0004359845,0.0004907056,0.002984168,0.01851161,0.0004742513,0.0004866,0.00009421549,1.261312e-7,9.289849e-7,0.00003702303,0.006309969,0.9701744],"study_design_scores_gemma":[0.0002931763,0.0002989398,0.0003057519,0.02770214,0.003503486,0.00060995,0.0001182354,0.00003220576,0.000009389919,0.0002462274,0.9655333,0.001347225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01344761,0.978532,0.00005660803,0.0003481575,0.002528307,0.001516921,0.0004662189,0.0005304423,0.002573747],"genre_scores_gemma":[0.002142752,0.9884641,0.0008041194,0.0006759681,0.003077558,0.0002022604,0.002162243,0.0003840685,0.002086927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9688272,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119724940349633,"score_gpt":0.4237488436466879,"score_spread":0.3040239032970549,"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."}}