{"id":"W4401131819","doi":"10.1177/19160216241265092","title":"A Comparison of Transoral Versus Transcervical Surgical Approaches to Retropharyngeal Lymphadenectomy: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Dysphagia; Perioperative; Surgery; General surgery; Dissection (medical); Systematic review; Hematoma; MEDLINE","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":[0.0260845,0.002038518,0.01219478,0.01783074,0.001262914,0.005712247,0.00258892,0.003915108,0.005073512],"category_scores_gemma":[0.09925468,0.001579808,0.01504989,0.0158856,0.001632101,0.004415914,0.002458188,0.001768428,0.0005190431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906718,"about_ca_system_score_gemma":0.01269893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006445534,"about_ca_topic_score_gemma":0.01611282,"domain_scores_codex":[0.9772664,0.007045022,0.01091604,0.001381341,0.002909001,0.0004822505],"domain_scores_gemma":[0.9179042,0.0622906,0.01245074,0.00110553,0.0057675,0.000481408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003542835,0.00002744707,0.001013,0.9572208,0.01508708,0.00008360085,0.000240177,0.00007988326,0.0001829183,0.0001680586,0.0004571014,0.02508561],"study_design_scores_gemma":[0.000232613,0.0002789882,0.00293053,0.8958731,0.09346945,0.0002138313,0.0004381273,0.00007328964,0.0001644877,0.0002459973,0.006048867,0.00003072728],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002223106,0.9951827,0.0003188209,0.0003311468,0.0002096389,0.0009704581,0.0003624205,0.000008563728,0.0003932033],"genre_scores_gemma":[0.02984067,0.9634768,0.001579868,0.0009994052,0.0001883814,0.003323281,0.0003985,0.0000166033,0.0001765374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0260845,"threshold_uncertainty_score":0.1379496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2592443189338887,"score_gpt":0.4270384848596772,"score_spread":0.1677941659257885,"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."}}