{"id":"W4414085860","doi":"10.1002/hed.70042","title":"Transoral Robotic Surgery ( <scp>TORS</scp> ) Versus Open Surgery for Recurrent Oropharyngeal Squamous Cell Carcinoma: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"","keywords":"Transoral robotic surgery; Open surgery; Robotic surgery; Squamous cell cancer; Basal cell; Pharynx","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":[0.004933877,0.001328799,0.01003399,0.004102668,0.0004812528,0.001920849,0.001271705,0.001260222,0.002812283],"category_scores_gemma":[0.01090664,0.0007195597,0.01754689,0.005751893,0.0004515577,0.001046811,0.0008326545,0.0008525386,0.0002103009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382896,"about_ca_system_score_gemma":0.002013914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827158,"about_ca_topic_score_gemma":0.01262268,"domain_scores_codex":[0.9971521,0.001001257,0.0009767482,0.0003799635,0.0003617027,0.0001282353],"domain_scores_gemma":[0.9921281,0.00526613,0.001766096,0.0001688945,0.0005187484,0.000152008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003140081,0.00004920437,0.009022467,0.5410861,0.4247084,0.0001722944,0.0001237505,0.0003312252,0.0004244891,0.0001123267,0.0007591631,0.02007042],"study_design_scores_gemma":[0.0007858534,0.000404039,0.01136829,0.03429624,0.9502944,0.0001695921,0.00008981123,0.0001365304,0.0001535154,0.0001167641,0.002159486,0.00002541019],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009771165,0.9890395,0.0001901579,0.0001133546,0.00007284016,0.0001293676,0.0004614642,0.000009989991,0.0002122],"genre_scores_gemma":[0.2241319,0.7723136,0.00112432,0.0005278731,0.0001877868,0.0006322753,0.0007683376,0.00001503788,0.0002988478],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01003399,"threshold_uncertainty_score":0.02609318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09429011361764174,"score_gpt":0.3487521249101966,"score_spread":0.2544620112925549,"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."}}