{"id":"W2093631473","doi":"10.1002/hed.24065","title":"Salvage surgery for locally recurrent oropharyngeal cancer","year":2015,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Salvage surgery; Salvage therapy; Surgery; Radiation therapy; Tracheotomy; Gastrostomy; Chemotherapy","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":[0.0002484825,0.0003594792,0.0007108475,0.0005745945,0.0002809565,0.0003416033,0.000383497,0.000247535,0.003970872],"category_scores_gemma":[0.00113742,0.0000907998,0.0007307185,0.0004755954,0.0003431775,0.0002380196,0.0003325999,0.0003633569,0.0009805458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791582,"about_ca_system_score_gemma":0.000444052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008150825,"about_ca_topic_score_gemma":0.001486676,"domain_scores_codex":[0.9998358,0.00002801685,0.00001906393,0.00002600627,0.0000438451,0.00004712636],"domain_scores_gemma":[0.9992164,0.0001891689,0.0002904242,0.00007348433,0.00004918837,0.0001813501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123684,0.0002508287,0.785864,0.0009150197,0.0005610438,0.02206109,0.0003625002,0.001174792,0.009251759,0.000167372,0.00359253,0.1745622],"study_design_scores_gemma":[0.0000961905,0.004212198,0.7839662,0.0004873737,0.000580187,0.1894518,0.0005612398,0.00213203,0.009141011,0.0006708525,0.008653434,0.00004743717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856328,0.00997874,0.001054913,0.0001679237,0.00005971315,0.00003714554,0.0003374867,0.0001096515,0.002621652],"genre_scores_gemma":[0.9953721,0.002948402,0.0003553003,0.00009497769,0.00008406311,0.00001479852,0.0004852728,0.00001649164,0.00062865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970872,"threshold_uncertainty_score":0.01328385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120696240374796,"score_gpt":0.3736029215789779,"score_spread":0.2615332975414983,"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."}}