{"id":"W4389431901","doi":"10.1001/jamaoto.2023.3781","title":"Quality of Life After Neoadjuvant Chemotherapy and Transoral Robotic Surgery for Oropharynx Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Transoral robotic surgery; Quality of life (healthcare); Head and neck cancer; Dysphagia; Cancer; Internal medicine; Neck dissection; Surgery; Oncology; Physical therapy; Nursing","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":[0.0007873725,0.0001739341,0.0004295717,0.0002752702,0.0002718491,0.0005346793,0.0002265959,0.0002675405,0.00126845],"category_scores_gemma":[0.002727465,0.00009610315,0.000709063,0.0004818786,0.000275824,0.0003816328,0.0004216533,0.0004252179,0.0001368067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007895996,"about_ca_system_score_gemma":0.0006132798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449218,"about_ca_topic_score_gemma":0.002673005,"domain_scores_codex":[0.9994273,0.0001874126,0.00005687714,0.000076276,0.0001380328,0.000114163],"domain_scores_gemma":[0.9984422,0.000173048,0.0008761886,0.0000449864,0.0001290757,0.0003346262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001205684,0.0002120846,0.9896839,0.00004631446,0.0001627721,0.00008632009,0.00005333696,0.0001151351,0.0002160161,0.00001109512,0.0002623335,0.007945018],"study_design_scores_gemma":[0.00004339582,0.001017852,0.9981112,0.00001466035,0.00006215596,0.0001835443,0.00007469505,0.0001336401,0.00009559321,0.00001773964,0.0002410912,0.000004323214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980593,0.0009359509,0.00005601371,0.0000931475,0.00001878674,0.00003217081,0.0002836359,0.000003132535,0.0005177663],"genre_scores_gemma":[0.9991919,0.0001591412,0.00005239583,0.00003697154,0.00001123181,0.00003035806,0.000399378,8.172722e-7,0.0001178436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001449218,"threshold_uncertainty_score":0.00572896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05899846129143343,"score_gpt":0.3380319057963081,"score_spread":0.2790334445048747,"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."}}