{"id":"W4379052845","doi":"10.1002/oto2.50","title":"Treatment of Laryngeal Verrucous Carcinoma: 28‐Year Retrospective Cohort Study and Literature Review","year":2023,"lang":"en","type":"article","venue":"OTO Open","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Retrospective cohort study; Radiation therapy; Surgery; Referral; Cohort; Laryngectomy; Internal medicine; Larynx","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000250903,0.0001519897,0.0005224597,0.00004618557,0.0001147406,0.00002927229,0.0001422632,0.00007587595,0.0001713563],"category_scores_gemma":[0.00002503348,0.0001148591,0.00004965846,0.0002935716,0.00002893477,0.00009440441,0.0001529785,0.00007932104,0.000380541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221373,"about_ca_system_score_gemma":0.00004075866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004450699,"about_ca_topic_score_gemma":0.000210391,"domain_scores_codex":[0.9988724,0.0001743984,0.0002354741,0.0003765387,0.0001486207,0.0001925707],"domain_scores_gemma":[0.9993153,0.00004370042,0.0000941672,0.0004090096,0.00006264112,0.00007515708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007844847,0.0004351308,0.9920803,0.0002205076,0.00009901974,0.003803592,0.000543521,3.816937e-8,0.000003757757,0.0001271223,0.002071792,0.0005367805],"study_design_scores_gemma":[0.001532516,0.00159722,0.9951559,0.0002443134,0.0001760154,0.0001458333,0.0001249117,0.000001325927,0.00003202579,0.00006862274,0.0008341279,0.00008718618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821522,0.009340851,9.290176e-8,0.0001603057,0.0001989906,0.00352183,0.0002287941,0.00003597499,0.004360915],"genre_scores_gemma":[0.9880782,0.006034862,0.00004680825,0.00004888271,0.00003856657,0.0004520076,0.0001273541,0.00001658154,0.005156675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005926015,"threshold_uncertainty_score":0.4891211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328584908927112,"score_gpt":0.3683910541829049,"score_spread":0.3351052050936338,"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."}}