{"id":"W1982737362","doi":"10.1016/j.ijrobp.2014.05.1701","title":"IMRT With Selective Target Volume Approach in Head and Neck Squamous Cell Carcinoma of Unknown Primary Site","year":2014,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Tumors and Oncological Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Head and neck squamous-cell carcinoma; Head and neck; Basal cell; Oncology; Head and neck cancer; Internal medicine; Radiology; Surgery; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004604003,0.0001797328,0.0006462523,0.0001751428,0.00003404548,0.00001048609,0.0001642789,0.0001962738,0.00002039029],"category_scores_gemma":[0.0001799973,0.0001341456,0.0001104889,0.0001849174,0.0002259527,0.0001597212,0.00005018819,0.0004817233,0.000003511157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641631,"about_ca_system_score_gemma":0.0004237372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004356835,"about_ca_topic_score_gemma":0.000007827211,"domain_scores_codex":[0.9984977,0.000222862,0.0006072725,0.0002320212,0.0002353663,0.000204732],"domain_scores_gemma":[0.9980317,0.0003579718,0.0007971305,0.00009984282,0.0005876744,0.0001256857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001349498,0.0009633558,0.982224,0.00003116403,0.00003883232,0.00006187274,0.0003940368,0.0005778672,0.001880697,0.001407167,0.0003879341,0.01068351],"study_design_scores_gemma":[0.01046431,0.007981787,0.9656376,0.00003595219,0.00008995038,0.0005754927,0.00005879901,0.00455038,0.001501092,0.001954504,0.006980202,0.0001699891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899754,0.0004562098,0.004825678,0.000658144,0.0002584873,0.0002139944,0.00002461771,0.00001234654,0.003575142],"genre_scores_gemma":[0.9890779,0.00005224984,0.009110126,0.0007502377,0.00084203,0.000007837105,0.00007316005,0.00001825898,0.00006816051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658652,"threshold_uncertainty_score":0.5470298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218123450884112,"score_gpt":0.273110020896216,"score_spread":0.2609287863873749,"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."}}