{"id":"W2135599048","doi":"10.1016/j.ijrobp.2009.07.883","title":"IMRT for Oropharyngeal Squamous Cell Carcinoma (OSCC): Analysis of Dosimetry and Patterns of Failure","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":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Nuclear medicine; Stage (stratigraphy); Retrospective cohort study; Basal cell; Radiology; Surgery; 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":[0.001363813,0.0003485678,0.0005120731,0.001099273,0.0001918809,0.0003218232,0.0003914538,0.000198329,0.0006155789],"category_scores_gemma":[0.003254028,0.0001601248,0.0005401462,0.001016313,0.0003296665,0.0003623254,0.0003019918,0.0001602506,0.0001696291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004328237,"about_ca_system_score_gemma":0.0002597123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002226825,"about_ca_topic_score_gemma":0.001489044,"domain_scores_codex":[0.9996564,0.0001423897,0.00003007724,0.00004137511,0.0001005728,0.00002920022],"domain_scores_gemma":[0.9983841,0.0008268314,0.0003031812,0.000226395,0.000218117,0.0000413831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004428159,0.0001476313,0.7807211,0.0002967969,0.0003760033,0.0003072683,0.0006852915,0.0161939,0.04068739,0.0004852859,0.0005269477,0.1551442],"study_design_scores_gemma":[0.00003678303,0.001771205,0.9589998,0.00003402039,0.0004350032,0.001275353,0.0002982966,0.01899864,0.01614511,0.0005279531,0.001452562,0.00002536786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938314,0.001407133,0.003672338,0.00002166792,0.000004383554,0.00002128143,0.0001878862,0.00005293754,0.0008008397],"genre_scores_gemma":[0.9982843,0.0002804174,0.00103144,0.000006555,0.000003498074,0.00001188507,0.0001319712,0.00003951211,0.0002104642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002226825,"threshold_uncertainty_score":0.007212639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654578369665774,"score_gpt":0.3275460345483527,"score_spread":0.311000250851695,"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."}}