{"id":"W2050642467","doi":"10.1089/jpm.2000.3.75","title":"Special Techniques in Palliative Radiation Oncology","year":2000,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Radiation oncology; Medicine; Palliative care; Radiation therapy; Oncology; Internal medicine","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":[0.002833857,0.000213452,0.0003284531,0.001080377,0.001756933,0.00131675,0.0006345976,0.001891346,0.01202707],"category_scores_gemma":[0.01286714,0.0002149529,0.0002642119,0.0009816235,0.002652228,0.002173431,0.002563785,0.003717913,0.00119632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006709884,"about_ca_system_score_gemma":0.002144168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004224635,"about_ca_topic_score_gemma":0.00258635,"domain_scores_codex":[0.9990219,0.0004810548,0.0001310836,0.00004781287,0.0001884643,0.0001296387],"domain_scores_gemma":[0.9899089,0.005066223,0.0007844684,0.0006360257,0.0007368746,0.002867541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002164064,0.0003515811,0.03102022,0.003590976,0.00003076476,0.007217778,0.01271217,0.0006360929,0.00311183,0.06386399,0.4289727,0.4482754],"study_design_scores_gemma":[0.00001736444,0.0004035847,0.03361148,0.001634118,0.00002100224,0.02750324,0.005939781,0.00008320074,0.0004751775,0.01842024,0.9118664,0.00002453459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.09727962,0.3814608,0.005102547,0.1996556,0.07905784,0.0001674909,0.0001837459,0.0001592229,0.2369331],"genre_scores_gemma":[0.5065215,0.2373546,0.006724727,0.04829094,0.1206681,0.0003415762,0.0002607942,0.0001729778,0.07966483],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01202707,"threshold_uncertainty_score":0.04023451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465114324879624,"score_gpt":0.4016434720707933,"score_spread":0.3551320395828308,"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."}}