{"id":"W4401845149","doi":"10.1002/lary.31725","title":"Quality‐of‐Life Outcomes Following Endoscopic Resection of Sinonasal Inverted Papilloma","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Inverted papilloma; Resection; Medicine; Papilloma; Quality of life (healthcare); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007879222,0.0001204635,0.0006200683,0.0001032759,0.00004441629,0.0000073439,0.0001076344,0.0001161676,0.0002705555],"category_scores_gemma":[0.0005386516,0.00007008724,0.0002595174,0.0003838183,0.0001079712,0.00006653974,0.00005992692,0.0002453917,0.00006012708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003571583,"about_ca_system_score_gemma":0.0002216422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759309,"about_ca_topic_score_gemma":0.0000598617,"domain_scores_codex":[0.9985152,0.0002464112,0.0005272408,0.0001843738,0.0003184206,0.0002083585],"domain_scores_gemma":[0.9986705,0.0008365546,0.00006989141,0.0002797912,0.00004513851,0.00009812701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009550868,0.0005412971,0.6110561,0.0018909,0.001477951,0.0001989484,0.001823927,0.000003626052,0.3539967,0.01297029,0.004273394,0.01081177],"study_design_scores_gemma":[0.004466019,0.002185695,0.9331817,0.0009221779,0.0003376371,0.00001637304,0.0003291213,0.0003935657,0.03116848,0.001398977,0.02536789,0.0002323857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830866,0.001987777,0.00005193736,0.004019154,0.0006932138,0.0002735296,0.000006476781,0.00008055034,0.009800719],"genre_scores_gemma":[0.9972845,0.00006669643,0.0001035092,0.0008437829,0.0000951488,0.00001277776,0.000009509145,0.00001958721,0.001564478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3228282,"threshold_uncertainty_score":0.2962393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0505407293485438,"score_gpt":0.3646689267473562,"score_spread":0.3141281973988124,"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."}}