{"id":"W4407141341","doi":"10.3390/diagnostics15030366","title":"Sentinel Node Biopsy in Laryngeal Cancer: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Diagnostics","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Medicine; Meta-analysis; Larynx; Sentinel lymph node; Funnel plot; Biopsy; Laryngeal Neoplasm; Sentinel node; Lymph node; Radiology; Cancer; Publication bias; Surgery; Oncology; Internal medicine; Breast cancer","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":[0.01269929,0.002538394,0.0149737,0.005476539,0.0006305994,0.002875752,0.001842819,0.001989426,0.003421536],"category_scores_gemma":[0.03068234,0.00117653,0.03543808,0.00667271,0.0006496512,0.00160649,0.001167447,0.001441205,0.0002919437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002194414,"about_ca_system_score_gemma":0.003877253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650295,"about_ca_topic_score_gemma":0.01554167,"domain_scores_codex":[0.9924433,0.00346201,0.002080173,0.0007833315,0.0009700501,0.0002610949],"domain_scores_gemma":[0.9818254,0.01322721,0.002702036,0.0004292966,0.001606224,0.0002099097],"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":[0.001761924,0.00002745123,0.004806213,0.5286079,0.4484712,0.0001414148,0.0000835359,0.0005983642,0.0002404688,0.0001178815,0.0007743948,0.01436922],"study_design_scores_gemma":[0.0004226509,0.0002009119,0.003828271,0.03851916,0.9548675,0.0001115327,0.00004552193,0.0001952095,0.0001120719,0.0001509383,0.001523509,0.0000225527],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003279171,0.9954264,0.0003518793,0.0001312551,0.0001006472,0.0001783636,0.0003515067,0.00001416315,0.0001667394],"genre_scores_gemma":[0.1140044,0.8813322,0.001860222,0.0006305162,0.0002615727,0.0009508356,0.0006925183,0.00002260298,0.0002452089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0149737,"threshold_uncertainty_score":0.06716108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09170847740165138,"score_gpt":0.4083584593265963,"score_spread":0.3166499819249449,"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."}}