{"id":"W4387939301","doi":"10.1007/s00238-023-02131-8","title":"The medial sural artery perforator flap: translation from anatomic study to clinical application for lower extremity reconstruction","year":2023,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Cadaveric spasm; Surgery; Perforator flaps; Dissection (medical); Plastic surgery; Free flap; Soft tissue; Peroneal Artery; Reconstructive surgery; Anatomy; Artery","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":[],"consensus_categories":[],"category_scores_codex":[0.006486215,0.000154999,0.0004815837,0.0002787275,0.0001639743,0.00004152366,0.000111743,0.00004001292,0.00002131117],"category_scores_gemma":[0.002500577,0.0001106135,0.0005817579,0.00031393,0.0001035376,0.0001500307,0.0000185292,0.0003009329,0.00004551831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004614508,"about_ca_system_score_gemma":0.000176377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001652702,"about_ca_topic_score_gemma":0.000005552512,"domain_scores_codex":[0.9973019,0.0007530091,0.001204413,0.0002492842,0.0002737358,0.000217596],"domain_scores_gemma":[0.9922783,0.006523418,0.0004525131,0.0002389031,0.0003211247,0.0001857917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002518167,0.0001834896,0.4898526,0.00001211574,0.0003512526,0.0001278473,0.0002247631,0.000009345432,0.005619913,0.000001853873,0.004760434,0.4963382],"study_design_scores_gemma":[0.00150348,0.0005278864,0.9879532,0.0002154952,0.000363333,0.0002859482,0.0009946245,0.0003553086,0.001153362,0.00007715303,0.006357314,0.00021289],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789479,0.00007703251,0.01462456,0.0001387119,0.005595915,0.0004988822,0.00001964497,0.00006665531,0.00003068666],"genre_scores_gemma":[0.9974906,0.0001161527,0.0005610143,0.00003558611,0.001715668,0.00001047511,0.00002222537,0.00003585012,0.00001244871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4981006,"threshold_uncertainty_score":0.4510687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914221558318341,"score_gpt":0.3121759668561801,"score_spread":0.2630337512729967,"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."}}