{"id":"W2078947100","doi":"10.1016/j.ijrobp.2012.07.535","title":"Neck-specific Outcome of N2-N3 Head-and-Neck Cancer Treated With Radiation ± Chemotherapy","year":2012,"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","funders":"","keywords":"Medicine; Larynx; Radiation therapy; Head and neck cancer; Neck dissection; Nuclear medicine; Chemoradiotherapy; Surgery; Cancer; 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":[0.0003354641,0.000189015,0.0003075155,0.0002906539,0.0003526462,0.0003462742,0.0003204382,0.0003600638,0.00244602],"category_scores_gemma":[0.0008596719,0.00008279569,0.000626909,0.0003677511,0.000248863,0.0004312373,0.0003920663,0.0003306542,0.0002696125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008171553,"about_ca_system_score_gemma":0.0005178524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008140375,"about_ca_topic_score_gemma":0.01468281,"domain_scores_codex":[0.9997998,0.00002744715,0.00002022703,0.00004346741,0.00002571861,0.00008334556],"domain_scores_gemma":[0.9995535,0.00008881855,0.0001201983,0.00002249236,0.00005096978,0.0001639967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004200009,0.0001843556,0.9866583,0.00004058863,0.0001652441,0.0005931539,0.0001540572,0.001131529,0.001156472,0.00009461372,0.0004919628,0.005129645],"study_design_scores_gemma":[0.00005375489,0.001081341,0.9966686,0.000006396596,0.0001735016,0.00053902,0.0001835256,0.0004293911,0.0002275675,0.0001087611,0.0005176403,0.00001046703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972985,0.0002125925,0.00005023932,0.00003395289,0.00001171785,0.00001084404,0.0005694462,0.000003157223,0.001809484],"genre_scores_gemma":[0.998773,0.00006236216,0.0000112507,0.00002048121,0.00001061546,0.000005025583,0.0007733663,0.000001642542,0.0003421582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008140375,"threshold_uncertainty_score":0.016186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675554297026149,"score_gpt":0.3650013016372525,"score_spread":0.328245758666991,"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."}}