{"id":"W1973683440","doi":"10.2310/7070.2002.34489","title":"Long-Term Outcome after Griggs Tracheostomy","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Laryngotracheal stenosis; Tracheal Stenosis; Percutaneous; Surgery; Stenosis; Tracheotomy; Intensive care unit; Larynx; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006729952,0.0003008523,0.0004227974,0.0005812085,0.0007263533,0.0006114218,0.0002575407,0.0006008627,0.001247231],"category_scores_gemma":[0.003013095,0.00008836214,0.0005572012,0.0002703796,0.0005504597,0.0004550384,0.0005412651,0.0005694089,0.0003643241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004184621,"about_ca_system_score_gemma":0.0002490261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006271286,"about_ca_topic_score_gemma":0.0009011226,"domain_scores_codex":[0.9995397,0.00008468449,0.00004600213,0.00006086195,0.0001011129,0.0001675982],"domain_scores_gemma":[0.9973773,0.0004176605,0.001087857,0.0001228563,0.0002572511,0.0007370448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005307532,0.00008717416,0.9879654,0.00002600692,0.00007769869,0.004392638,0.0001860441,0.00007805407,0.0009818595,0.00002295158,0.0001286717,0.005522599],"study_design_scores_gemma":[0.00001249265,0.001075076,0.9831067,0.00003408813,0.00006367992,0.01465396,0.0002883798,0.0001195272,0.0003629796,0.00004013178,0.0002310562,0.00001181146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990069,0.0005569712,0.00005557182,0.00003063026,0.0000129868,0.000003996476,0.00004521086,0.000004418139,0.0002833602],"genre_scores_gemma":[0.9996258,0.00009477569,0.00002870489,0.00001826765,0.00002063985,0.000003470462,0.0001207196,0.000001499656,0.00008611463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001247231,"threshold_uncertainty_score":0.004172385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591654862504445,"score_gpt":0.2776005873228429,"score_spread":0.2516840386977985,"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."}}