{"id":"W2591425983","doi":"10.1097/gox.0000000000001218","title":"Avoiding Facial Incisions with Midface Free Tissue Transfer","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Free flap; Facial artery; Surgery; Soft tissue; Anastomosis; Scars; Peroneal Artery; Dissection (medical); 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001097103,0.000526868,0.001333912,0.0001792304,0.001503837,0.0005019136,0.0009479826,0.0002642156,0.00070811],"category_scores_gemma":[0.003743719,0.0004333715,0.0003401157,0.0002549468,0.001123461,0.001192721,0.0005109074,0.0006345348,0.00009033042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002802209,"about_ca_system_score_gemma":0.0008114923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006028469,"about_ca_topic_score_gemma":0.0002996007,"domain_scores_codex":[0.9970084,0.0002696382,0.0006385354,0.0009350026,0.0004477473,0.0007006407],"domain_scores_gemma":[0.9963321,0.001182912,0.0002786492,0.001379486,0.0003941293,0.00043273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003000556,0.0002526712,0.6235476,0.0001137354,0.00124352,0.001100378,0.0001333517,0.000003530447,0.004694782,0.004356269,0.002696921,0.3588567],"study_design_scores_gemma":[0.007977952,0.000877152,0.7618482,0.00438075,0.001426364,0.02446681,0.001774256,0.00004719001,0.1401071,0.01301319,0.04103797,0.003043152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506775,0.0001488424,0.01263136,0.0002371881,0.001332555,0.001356551,0.0005759743,0.0001629602,0.03287706],"genre_scores_gemma":[0.9915946,0.00008968532,0.007657638,0.0001004287,0.000158065,0.0001038111,0.00004556188,0.00004770403,0.000202524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3558136,"threshold_uncertainty_score":0.9998118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329228523209486,"score_gpt":0.3036388757885423,"score_spread":0.2703465905564474,"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."}}