{"id":"W2127097154","doi":"10.1016/s0360-3016(00)00560-5","title":"Quality of life and utility in irradiated laryngeal cancer patients","year":2000,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Hospital; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Laryngectomy; Quality of life (healthcare); Radiation therapy; Cancer; Karnofsky Performance Status; Glottis; Internal medicine; Disease; Surgery; Physical therapy; Larynx","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":[0.0004798725,0.0001211312,0.0006035909,0.00009965939,0.00002882037,0.0000048475,0.0001269361,0.0001437842,0.0002091776],"category_scores_gemma":[0.0002627416,0.0001039506,0.0001049014,0.0001323767,0.0001757069,0.000144208,0.00002559262,0.0002959184,0.000003952367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053491,"about_ca_system_score_gemma":0.0004799998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002699115,"about_ca_topic_score_gemma":0.00008141237,"domain_scores_codex":[0.9984298,0.0002031337,0.0008413754,0.0001560024,0.0002183946,0.0001513222],"domain_scores_gemma":[0.9985033,0.0002428059,0.0005562538,0.00007189328,0.0005140662,0.0001116375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000914011,0.0004677998,0.8005037,0.00001364639,0.0002144408,0.000004103949,0.0004999286,0.0000281703,0.0002926778,0.0002551901,0.0004752687,0.1963311],"study_design_scores_gemma":[0.007156547,0.0006969452,0.9825464,0.00005081042,0.00002906645,0.000005987637,0.0000430863,0.0003825883,0.0001617121,0.001019689,0.007823928,0.00008325223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947603,0.001237043,0.00003246748,0.001850427,0.0006201686,0.0001365647,0.00009045201,0.000009196901,0.001263417],"genre_scores_gemma":[0.995304,0.003010588,0.0002016886,0.0009003096,0.0005055871,0.000006432057,0.00002998312,0.000009296436,0.0000320719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1962478,"threshold_uncertainty_score":0.4238983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821622947598854,"score_gpt":0.3759540701165738,"score_spread":0.3377378406405853,"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."}}