{"id":"W2096578551","doi":"10.1016/j.ijrobp.2009.07.975","title":"Palliative Radiotherapy for Head and Neck Cancer: A Retrospective, Single-institutional Review","year":2009,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Head and neck cancer; Radiation therapy; Head and neck; Cancer; Retrospective cohort study; General surgery; Oncology; Radiology; Internal medicine; 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":[0.001386317,0.0002211786,0.0004701122,0.001965705,0.00071554,0.0005728924,0.0005207054,0.0003236512,0.002107433],"category_scores_gemma":[0.003625785,0.0004292283,0.000436925,0.002359734,0.0006362018,0.0005011415,0.0005868425,0.0002045978,0.0006140952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000715739,"about_ca_system_score_gemma":0.001536389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823312,"about_ca_topic_score_gemma":0.003571634,"domain_scores_codex":[0.9989292,0.0003114696,0.0002623295,0.0001763056,0.0002055806,0.000115164],"domain_scores_gemma":[0.9960146,0.001227447,0.00123214,0.0004454244,0.0008661408,0.0002143263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005725644,0.0001711563,0.9738141,0.0006423857,0.0001468812,0.005908393,0.001060884,0.00009981973,0.002786692,0.0001184001,0.0006835226,0.01399527],"study_design_scores_gemma":[0.00008162844,0.001327498,0.9646532,0.0002571917,0.0004876189,0.02128256,0.00256437,0.0001278118,0.002204253,0.00005354611,0.006932456,0.00002776799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991506,0.004118325,0.000459415,0.0000535013,0.00001164467,0.0003419999,0.001395529,0.0000077302,0.002105773],"genre_scores_gemma":[0.9940959,0.002876543,0.0004740639,0.0001504174,0.00002731228,0.0002199065,0.001618867,0.000009935833,0.0005271248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107433,"threshold_uncertainty_score":0.00733161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106069640342417,"score_gpt":0.3954731019269378,"score_spread":0.3544124055235136,"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."}}