{"id":"W1979121364","doi":"10.1002/lary.21226","title":"What treatment for early‐stage glottic carcinoma among adult patients: CO<sub>2</sub> endolaryngeal laser excision versus standard fractionated external beam radiation is superior in terms of cost utility?","year":2010,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Confidence interval; Laryngectomy; Odds ratio; Surgery; Larynx; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0003545292,0.0005992039,0.002195984,0.0002428959,0.0001884628,0.00006924301,0.0002134005,0.0004111174,0.00008149186],"category_scores_gemma":[0.0001956829,0.0003883616,0.0005263029,0.0002969957,0.0001988201,0.0004363449,0.00007027152,0.0005738248,0.00002190819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558183,"about_ca_system_score_gemma":0.0003416394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003751584,"about_ca_topic_score_gemma":0.0004770784,"domain_scores_codex":[0.9971339,0.0001912225,0.0009885563,0.0006050633,0.0005839175,0.0004973595],"domain_scores_gemma":[0.9978616,0.0005816307,0.0004870178,0.0006472145,0.0002511056,0.0001714204],"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":[0.004096316,0.0004740669,0.01953568,0.003666835,0.000349797,0.0000271074,0.001161279,2.459441e-7,0.00009740963,0.000002598403,0.000315623,0.970273],"study_design_scores_gemma":[0.03441773,0.01145479,0.1223371,0.02868303,0.003797841,0.00001641406,0.0003135181,0.00008507312,0.0166205,0.00001549242,0.7811323,0.00112624],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6420167,0.3513268,0.000006916709,0.00005966758,0.001064865,0.004353597,0.00104916,0.00002838215,0.00009395393],"genre_scores_gemma":[0.1193263,0.8785473,0.00002383077,0.00008576969,0.0002554799,0.0008996018,0.000666596,0.00008624552,0.0001088448],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9691468,"threshold_uncertainty_score":0.9998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031963193228449,"score_gpt":0.3433767690399586,"score_spread":0.3030571371076741,"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."}}