{"id":"W2026797475","doi":"10.1002/hed.21163","title":"Metastases to level IIb in squamous cell carcinoma of the oral cavity: A systematic review and meta‐analysis","year":2009,"lang":"en","type":"review","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Meta-analysis; Basal cell; Oral cavity; Internal medicine; Cancer; Carcinoma; Oncology; Gastroenterology; Surgery; Dentistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008446578,0.0005605579,0.01429359,0.0003663679,0.00006012349,0.00001216197,0.0002336887,0.0001288232,0.0000563178],"category_scores_gemma":[0.0002974916,0.0002877772,0.002143652,0.001958394,0.00005446332,0.00003017605,0.0001414378,0.0003483997,0.0000151115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304239,"about_ca_system_score_gemma":0.0003088363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008151446,"about_ca_topic_score_gemma":0.001603916,"domain_scores_codex":[0.9965829,0.0006682049,0.001437514,0.0005215358,0.000427462,0.0003624207],"domain_scores_gemma":[0.9979362,0.0002772935,0.0004834283,0.001009584,0.0001186871,0.0001747522],"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":[0.000004901103,0.0001229908,0.00002261204,0.984711,0.01096831,0.00004283476,0.0001069244,1.787661e-7,1.376707e-7,0.000007959022,0.0009585085,0.003053644],"study_design_scores_gemma":[0.0002870506,0.0002371173,0.0001679605,0.09533952,0.848603,0.00006535591,0.00002286993,7.524825e-7,0.000002078658,0.000001887843,0.05500827,0.000264207],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007337671,0.9941914,0.000002112104,0.0005803116,0.00002808659,0.004520657,0.0002678883,0.00001255592,0.0003236206],"genre_scores_gemma":[0.00239935,0.9941303,0.0001636931,0.0016218,0.00001909745,0.0005264739,0.00002265034,0.00003412273,0.001082566],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8893715,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1574283924106354,"score_gpt":0.3892324872212412,"score_spread":0.2318040948106058,"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."}}