{"id":"W4415129307","doi":"10.1097/sap.0000000000004518","title":"Reconstruction of Soft Tissue of the Finger Using Heterodigital Reverse Island Flap","year":2025,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soft tissue; Reverse engineering; Plastic surgery; Surgical procedures; Skin transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.0004242293,0.000113311,0.0005561677,0.0002740846,0.00002969003,0.000003422007,0.00005676601,0.00009697313,0.00006566977],"category_scores_gemma":[0.001672875,0.00008656139,0.0004209594,0.0003221985,0.0003951917,0.0001015249,0.00004005166,0.00009875663,6.533947e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009635208,"about_ca_system_score_gemma":0.0002053624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005961429,"about_ca_topic_score_gemma":0.000003953249,"domain_scores_codex":[0.9989091,0.00007407028,0.0005710113,0.0001557288,0.0001479377,0.0001421419],"domain_scores_gemma":[0.9978845,0.001160627,0.0003453353,0.0002802069,0.0003018803,0.00002752825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004379065,0.0001841342,0.650319,0.001204679,0.0007544063,0.000008676962,0.00008231954,0.00003439826,0.2748767,0.0001253629,0.007872224,0.06410026],"study_design_scores_gemma":[0.0001682796,0.00004077689,0.08327864,0.002568016,0.0001504576,0.00008893546,0.00008328254,0.00004558699,0.9117986,0.0004491264,0.001231061,0.00009725217],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962448,0.0003406923,0.001774656,0.00003704873,0.0009232489,0.0001343328,0.00003780043,0.00001385827,0.000493552],"genre_scores_gemma":[0.9994653,0.00008712582,0.000232646,0.00004893806,0.00003050536,0.000002143801,0.000004694434,0.000008253907,0.0001204123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6369219,"threshold_uncertainty_score":0.3529871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451982389335778,"score_gpt":0.3069337220371365,"score_spread":0.2617354831035587,"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."}}