{"id":"W4415149012","doi":"10.1097/gox.0000000000007100","title":"Functional Outcomes of Tongue Reconstruction After Cancer Extirpation in Different Flaps: Pedicled Versus Free Flaps: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Toronto","funders":"","keywords":"Tongue; Cancer; Retrospective cohort study; Tongue Neoplasm; Free flap; Free flap reconstruction","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001308123,0.001284048,0.01121898,0.0009986118,0.00009597468,0.00008562859,0.0006236646,0.0006977637,0.001182481],"category_scores_gemma":[0.007617129,0.000965117,0.002479637,0.001688287,0.0004295051,0.0005471598,0.0005587063,0.0007682002,0.00002606892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887236,"about_ca_system_score_gemma":0.002740556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003027675,"about_ca_topic_score_gemma":0.0003150183,"domain_scores_codex":[0.9921381,0.001242881,0.003864251,0.001377482,0.0007100685,0.0006672561],"domain_scores_gemma":[0.9900804,0.005297693,0.002364669,0.001328294,0.000681449,0.0002475521],"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":[0.0006957824,0.0002046513,0.01980578,0.6299328,0.003380766,0.00006915032,0.000008740953,2.36062e-7,5.311118e-7,0.0001243452,0.000979846,0.3447974],"study_design_scores_gemma":[0.001704051,0.00008576834,0.006595341,0.9738427,0.01323817,0.001017263,0.00007632108,0.000002806152,0.00001521374,0.0003236349,0.002096265,0.0010025],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002451118,0.9800678,0.0001913226,0.00004102717,0.006128689,0.008422337,0.001518341,0.00009886138,0.001080484],"genre_scores_gemma":[0.0003447596,0.9913394,0.0004696685,0.00006850324,0.0001395957,0.007050103,0.0003803101,0.00006197378,0.0001457196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3439099,"threshold_uncertainty_score":0.9999911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314099376789221,"score_gpt":0.3423024928717113,"score_spread":0.2991614991038191,"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."}}