{"id":"W4390604850","doi":"10.1200/go.23.00253","title":"Outcome of Hypofractionated Palliative Radiotherapy Regimens for Patients With Advanced Head and Neck Cancer in Tikur Anbessa Hospital, Ethiopia: A Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Dysphagia; Quality of life (healthcare); Radiation therapy; Head and neck cancer; Palliative care; Prospective cohort study; Cohort; Performance status; Stage (stratigraphy); Internal medicine; Cancer; 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":[0.0005281538,0.0002988697,0.0004050539,0.0004702153,0.0006884125,0.0006922553,0.0002793169,0.0003556016,0.001121207],"category_scores_gemma":[0.0007882171,0.0002902718,0.0006056582,0.00062501,0.0002238974,0.0004472103,0.0003633373,0.0005302489,0.0002329419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512786,"about_ca_system_score_gemma":0.0004715048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321351,"about_ca_topic_score_gemma":0.003354435,"domain_scores_codex":[0.9996387,0.00007661717,0.00003900614,0.00008702936,0.00005870561,0.00009994621],"domain_scores_gemma":[0.9994999,0.0000583473,0.0002184258,0.000049059,0.00005821974,0.0001159672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005589555,0.0002647645,0.9968823,0.0000132627,0.00006812008,0.0002337238,0.0001329801,0.00005360152,0.0002713373,0.00001268129,0.0001136104,0.001394626],"study_design_scores_gemma":[0.00005902769,0.001131887,0.9965899,0.00001313672,0.00006711921,0.0007495927,0.0006408644,0.0001671127,0.000109554,0.00002175406,0.0004383762,0.00001177252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996087,0.0001026015,0.00002094716,0.0000117788,0.000004240719,0.00001280925,0.0001381413,6.76754e-7,0.0001001104],"genre_scores_gemma":[0.9995122,0.00007176313,0.00002201318,0.00002280437,0.000006195298,0.00001566582,0.0002460729,8.994471e-7,0.0001023342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002321351,"threshold_uncertainty_score":0.004615724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699705928904869,"score_gpt":0.3889548074013895,"score_spread":0.3719577481123408,"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."}}