{"id":"W4394727395","doi":"10.1001/jamaoto.2024.0480","title":"Neoadjuvant Chemotherapy and Transoral Robotic Surgery for Oropharynx Cancer and Quality of Life—Reply","year":2024,"lang":"en","type":"letter","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Head and neck; Family medicine; General surgery; Psychiatry; Surgery","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":[0.00144556,0.0006717107,0.0009012313,0.0006486406,0.001659266,0.001167038,0.001155149,0.01696197,0.009253536],"category_scores_gemma":[0.01264583,0.0004074024,0.001007991,0.0008140982,0.001036019,0.002546448,0.0006059348,0.01313664,0.004728634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835868,"about_ca_system_score_gemma":0.00195039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006907065,"about_ca_topic_score_gemma":0.006669651,"domain_scores_codex":[0.9991943,0.0002466952,0.0001427998,0.0001047094,0.0001663099,0.0001451313],"domain_scores_gemma":[0.9950369,0.003174283,0.0002569024,0.0001139976,0.0009025302,0.000515371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001318505,0.00006053896,0.004562993,0.00007659815,0.00002993386,0.002824471,0.0002100194,0.0001050613,0.0001566042,0.0009248969,0.9798886,0.01102836],"study_design_scores_gemma":[0.0005201492,0.0005658932,0.03374555,0.001092812,0.0002513774,0.0260935,0.00406754,0.002276464,0.001000149,0.01523486,0.9147751,0.0003766012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001815739,0.000721221,0.00007551265,0.9860238,0.009323127,0.00001439052,0.0002045182,0.00004166138,0.001780197],"genre_scores_gemma":[0.02104637,0.00191205,0.0003079358,0.9372081,0.03205049,0.00008151204,0.0001991833,0.00003209505,0.007162171],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01696197,"threshold_uncertainty_score":0.03095615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06134193840958011,"score_gpt":0.326025427940295,"score_spread":0.2646834895307149,"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."}}