{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001537958,0.0004085639,0.0005895604,0.0006179287,0.000670194,0.0005375881,0.0007092836,0.0005138411,0.001309384],"category_scores_gemma":[0.0003246357,0.0002636327,0.0009451422,0.0007023658,0.0004394726,0.0005071273,0.0005440237,0.0003911007,0.0003372248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568181,"about_ca_system_score_gemma":0.000741112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003212849,"about_ca_topic_score_gemma":0.005089723,"domain_scores_codex":[0.9998609,0.00001237329,0.00001611892,0.0000347871,0.00002616367,0.00004959914],"domain_scores_gemma":[0.9999408,0.00001125439,0.00001084212,0.0000165844,0.000006092456,0.00001453426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006807174,0.001449181,0.1486776,0.002006451,0.0008353418,0.1339641,0.001568648,0.04501576,0.2781711,0.003863794,0.005014377,0.3726264],"study_design_scores_gemma":[0.001463048,0.009949038,0.3071208,0.0002074424,0.002230088,0.4477204,0.0009758833,0.08112828,0.117902,0.006024124,0.02511431,0.0001646514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762256,0.00388149,0.01180614,0.0004949105,0.0001233419,0.0001990395,0.0003423607,0.0001892995,0.006737751],"genre_scores_gemma":[0.9925706,0.001163363,0.004737194,0.00012194,0.0001071118,0.00005829386,0.0001466472,0.00006269467,0.001032304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003212849,"threshold_uncertainty_score":0.006388307,"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."}}