{"id":"W2470547467","doi":"10.1002/lary.26104","title":"Midline posterior glossectomy and lingual tonsillectomy in obese and nonobese children with down syndrome: Biomarkers for success","year":2016,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Smith and Nephew","keywords":"Tonsillectomy; Medicine; Glossectomy; Tongue; Surgery; Pathology","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":[0.0002646725,0.000218352,0.0002284516,0.0003038302,0.0001867208,0.0003316294,0.0001554828,0.0002323494,0.0008647796],"category_scores_gemma":[0.001601114,0.0001151949,0.0002489357,0.0002418973,0.0002790065,0.0003812799,0.0003008156,0.0002965474,0.00008674795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875936,"about_ca_system_score_gemma":0.0002540656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359785,"about_ca_topic_score_gemma":0.00246475,"domain_scores_codex":[0.9998331,0.0000374705,0.0000130984,0.00002481822,0.00004093425,0.00005060233],"domain_scores_gemma":[0.9991635,0.0002171731,0.0003683625,0.00001640869,0.00003417288,0.0002003556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002021763,0.00002639779,0.9960674,0.000007706732,0.00001755395,0.0004009982,0.00004365819,0.00003785364,0.0004659311,0.000008014879,0.00002736561,0.002694962],"study_design_scores_gemma":[0.000008150617,0.0003231735,0.9976814,0.000007743256,0.00002188225,0.001364464,0.0002189001,0.0001417841,0.0001687399,0.000007619414,0.00005362954,0.000002505657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996549,0.0001718094,0.00001711946,0.00001335089,0.000001737576,0.000001688672,0.00002175462,7.200187e-7,0.0001169405],"genre_scores_gemma":[0.9997309,0.00009578194,0.00006638653,0.00000757583,0.000005932448,0.00000319858,0.00006050814,7.502382e-7,0.00002899142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359785,"threshold_uncertainty_score":0.002892971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009344494364906435,"score_gpt":0.2766739691483139,"score_spread":0.2673294747834075,"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."}}