{"id":"W3149151786","doi":"10.1016/j.bjps.2021.03.042","title":"The ideal flap for reconstruction of circumferential pharyngeal defects: A systematic review and meta-analysis of surgical outcomes","year":2021,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Surgery; Fistula; Meta-analysis; Internal medicine","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","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005023122,0.0008030812,0.02441226,0.001575279,0.000128036,0.00004687742,0.0002736322,0.0004269303,0.0001418799],"category_scores_gemma":[0.003030843,0.0004480798,0.02186572,0.001233296,0.000973188,0.0001776444,0.00006967979,0.0007239588,6.200763e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495465,"about_ca_system_score_gemma":0.001412236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006294278,"about_ca_topic_score_gemma":0.000002797212,"domain_scores_codex":[0.9903201,0.001913189,0.00610535,0.000552474,0.0006936814,0.0004151821],"domain_scores_gemma":[0.9724868,0.01596209,0.008699935,0.0007042538,0.001912802,0.0002341537],"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":[0.0001363872,0.0001438621,0.0003812946,0.4108009,0.4052878,0.000105646,0.00002221002,4.372018e-7,0.00000192963,0.0002648158,0.0002227176,0.182632],"study_design_scores_gemma":[0.0003432727,0.0001567074,0.00002814227,0.07461417,0.884667,0.03497786,0.00009870448,0.000001981094,0.00002500707,0.00007768936,0.004664855,0.0003445878],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001551954,0.9947132,0.0004973785,0.00003639381,0.000777474,0.00211768,0.0002656695,0.00001311567,0.00002706647],"genre_scores_gemma":[0.0004736972,0.9984102,0.0007294072,0.00001425168,0.00004486812,0.0001925178,0.00004249866,0.00006210752,0.00003043116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4793792,"threshold_uncertainty_score":0.9997971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06287184764194936,"score_gpt":0.3419031704666243,"score_spread":0.279031322824675,"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."}}