{"id":"W1985273410","doi":"10.1002/hed.21854","title":"Patterns of failure and histopathologic outcome predictors following definitive radiotherapy and planned neck dissection with residual disease","year":2011,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Neck dissection; Dissection (medical); Head and neck cancer; Lymphovascular invasion; Cohort; Head and neck squamous-cell carcinoma; Surgery; Radiation therapy; Cancer; Radiology; Metastasis; 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":[0.0005695229,0.0001339225,0.0001883611,0.0005289899,0.0002038143,0.000289044,0.0002834998,0.0002058344,0.000957615],"category_scores_gemma":[0.00267611,0.0001043502,0.0002053708,0.0003559696,0.0003498921,0.0002738,0.000308772,0.0002508852,0.0001455884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832645,"about_ca_system_score_gemma":0.0002858587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002427226,"about_ca_topic_score_gemma":0.003796963,"domain_scores_codex":[0.9996539,0.00007128318,0.00004060784,0.00006507539,0.00008150754,0.00008754563],"domain_scores_gemma":[0.9977409,0.0006718283,0.001046431,0.00009238387,0.0001935711,0.0002549407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004516612,0.000003216831,0.9989781,0.000002498446,0.000005811971,0.00008801836,0.00002595666,0.0000279031,0.0001150163,0.000002269074,0.00001660373,0.0006894628],"study_design_scores_gemma":[0.000002170009,0.00009387991,0.9983665,0.000004346402,0.00001244218,0.00101198,0.0001522411,0.00008679419,0.0001792081,0.00001065548,0.00007747859,0.000002279237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995381,0.000207065,0.00005837976,0.00001072246,0.000001396383,0.000002010393,0.00004352534,0.000001306739,0.0001375579],"genre_scores_gemma":[0.9998368,0.0000330611,0.00003008336,0.000003860395,0.000001791402,0.000001775363,0.00005785882,6.870281e-7,0.00003408079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002427226,"threshold_uncertainty_score":0.004826188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0370311675609517,"score_gpt":0.2823196991058437,"score_spread":0.245288531544892,"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."}}