{"id":"W4229001050","doi":"10.1002/lary.29827","title":"Long‐Term Voice Outcomes Following Cricotracheal Resection for Subglottic Stenosis: A Retrospective Analysis","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; Refractory (planetary science); Voice therapy; Stenosis; Cohort; Surgery; Internal medicine; Audiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008395127,0.0002060942,0.0004429462,0.0009457489,0.0003749407,0.0004780001,0.0003291963,0.000384703,0.000609201],"category_scores_gemma":[0.002074772,0.0001770248,0.0005771222,0.0007905926,0.0004075083,0.0004774462,0.0004503181,0.0003084857,0.0001559853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003706572,"about_ca_system_score_gemma":0.000383702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802417,"about_ca_topic_score_gemma":0.001806829,"domain_scores_codex":[0.999226,0.0001177952,0.0001762187,0.000181699,0.0001709879,0.0001274366],"domain_scores_gemma":[0.9975254,0.0004750841,0.001316681,0.000173775,0.000240467,0.0002685649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008110976,0.00002037425,0.9977406,0.0000171117,0.0000349093,0.0005002058,0.00006918466,0.000023699,0.0001752494,0.000007198791,0.00002929423,0.001301026],"study_design_scores_gemma":[0.000004622187,0.0002599628,0.9967054,0.00001236289,0.00005127541,0.00229009,0.0003257019,0.00008945337,0.00009887667,0.000008327851,0.0001485443,0.000005405337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991909,0.000477975,0.00006097088,0.000008439629,0.000003055072,0.000009253945,0.0001222451,0.000001635507,0.0001255386],"genre_scores_gemma":[0.9995089,0.0001402954,0.00003891116,0.00001209637,0.000009054379,0.00001129167,0.0002477096,0.000001155436,0.0000305757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001802417,"threshold_uncertainty_score":0.004439831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02496304491386302,"score_gpt":0.3265592274878528,"score_spread":0.3015961825739898,"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."}}