{"id":"W3022421621","doi":"10.1016/j.ijrobp.2006.07.816","title":"2406","year":2006,"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":"Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Mucositis; Radiation therapy; Erythrocyte sedimentation rate; Internal medicine; Chemotherapy; Head and neck cancer; Dysphagia; Gastroenterology; Surgery; C-reactive protein; Nuclear medicine; Inflammation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003263866,0.0009073845,0.0003924941,0.001510639,0.001299229,0.002184812,0.0007409747,0.001462986,0.8908141],"category_scores_gemma":[0.0008298742,0.0002438052,0.0003998375,0.001028233,0.0004422775,0.001054874,0.001280375,0.0007044056,0.8412867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469298,"about_ca_system_score_gemma":0.0006746565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283584,"about_ca_topic_score_gemma":0.003267757,"domain_scores_codex":[0.9997509,0.00002307713,0.00001619184,0.00007377101,0.00009441504,0.00004167462],"domain_scores_gemma":[0.9994612,0.00007923046,0.00002056947,0.00009196023,0.0002146915,0.0001322695],"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":[0.0002131244,0.0002701529,0.001967688,0.0001838473,0.00002426361,0.0002856286,0.000107121,0.000264116,0.007727856,0.01249621,0.4859867,0.4904734],"study_design_scores_gemma":[0.00002039714,0.00005046763,0.001374764,0.00006498137,0.00001060205,0.0004057495,0.00005710965,0.0001754569,0.001098492,0.001001442,0.9957338,0.000006765501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001743145,0.0003263315,0.0009899996,0.0005409311,0.0006971259,0.0000646924,0.0008501933,0.0004670686,0.9943205],"genre_scores_gemma":[0.003470124,0.0002163216,0.0004332702,0.0003042291,0.0001190495,0.0000260735,0.0008951624,0.00009523613,0.9944406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1091859,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238981229080806,"score_gpt":0.346353723053601,"score_spread":0.3239639107627929,"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."}}