{"id":"W4410210560","doi":"10.3390/jcm14103278","title":"Advancing Maxillary Reconstruction: A Systematic Review and Meta-Analysis of the Evolving Role of the Scapular Free Flap","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Meta-analysis; Cochrane Library; Rehabilitation; Free flap; Surgery; Systematic review; Physical therapy; Dentistry; Randomized controlled trial; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01077558,0.0003902862,0.02009125,0.0005188328,0.00006026483,0.000005000387,0.0006830249,0.0003408015,0.0002377127],"category_scores_gemma":[0.02856211,0.0001476902,0.01117499,0.001707798,0.0007192207,0.00008416966,0.0002358754,0.001312897,1.869977e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005375139,"about_ca_system_score_gemma":0.0007138154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008943631,"about_ca_topic_score_gemma":0.000004023173,"domain_scores_codex":[0.9890711,0.002288279,0.007425307,0.0002946271,0.0007533417,0.0001673046],"domain_scores_gemma":[0.9845783,0.003428735,0.009201189,0.001577182,0.00107385,0.0001407252],"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":[0.00001243211,0.00005062173,0.0002746896,0.74068,0.1944131,0.00001352782,0.00001547232,1.266945e-7,0.00000484595,0.00004079041,0.0005251836,0.0639692],"study_design_scores_gemma":[0.0002005712,0.00009550528,0.00004977255,0.3386133,0.650174,0.001768842,0.00004695696,0.000001125084,0.00001137825,0.0001542285,0.008811617,0.00007261839],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002295015,0.9961853,0.000061753,0.001025714,0.0004742637,0.001734176,0.00001844813,0.000005993039,0.0004714229],"genre_scores_gemma":[0.00006525816,0.9981965,0.0008953479,0.0004755704,0.0001429368,0.00002027752,0.000001809121,0.00001896144,0.000183318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4557609,"threshold_uncertainty_score":0.9987279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580963776606247,"score_gpt":0.414933396781936,"score_spread":0.3491237590158736,"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."}}