{"id":"W4413890000","doi":"10.1055/a-2693-1905","title":"Bioengineered Materials for Skull Base Reconstruction—Current Clinical Applications: Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Neurological Surgery Part B Skull Base","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Skull; Current (fluid); Meta-analysis; Base (topology); Medicine; Engineering; Anatomy; Pathology; Mathematics","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":[0.01241964,0.002073819,0.01487346,0.006410934,0.0005363656,0.002895843,0.001962152,0.00186016,0.004592464],"category_scores_gemma":[0.02703353,0.001038813,0.02416318,0.008320526,0.0007284179,0.001587966,0.001223188,0.001327697,0.0002982191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001688157,"about_ca_system_score_gemma":0.003255832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436506,"about_ca_topic_score_gemma":0.008883174,"domain_scores_codex":[0.9930974,0.002633183,0.002440663,0.0006978524,0.0009005776,0.0002304251],"domain_scores_gemma":[0.97645,0.01677587,0.004175949,0.0004946147,0.001844243,0.0002593309],"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":[0.001376823,0.00003970761,0.003649534,0.6844028,0.295206,0.000114478,0.00006640629,0.0002719916,0.0001969273,0.0001084908,0.0006408615,0.01392597],"study_design_scores_gemma":[0.0006264963,0.0002868278,0.005687624,0.06876436,0.9214699,0.0001348555,0.00007298093,0.0001805865,0.0001430885,0.0001970072,0.002408099,0.00002809871],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002830752,0.9959762,0.0002777362,0.0001305915,0.00007925391,0.0001747746,0.0003898455,0.00000922968,0.0001316278],"genre_scores_gemma":[0.09213113,0.9043985,0.001030773,0.0006527037,0.0002301639,0.0007628267,0.0005969895,0.00001380526,0.0001831317],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01487346,"threshold_uncertainty_score":0.06568211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1507475087915705,"score_gpt":0.3970659962533429,"score_spread":0.2463184874617724,"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."}}