{"id":"W2404789339","doi":"10.1097/gox.0000000000000740","title":"Free Flap Elevation Times in Head and Neck Reconstruction Using the Harmonic Scalpel Shears","year":2016,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Free flap; Surgery; Head and neck cancer; Head and neck; Reconstructive surgery; Free flap reconstruction; Fibula; Radiation therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001080055,0.0003881768,0.0008835646,0.0002896424,0.0002203526,0.0001378097,0.0002896606,0.0002294768,0.0003257388],"category_scores_gemma":[0.001820646,0.0002549697,0.0002349231,0.0006825004,0.0008841912,0.001013037,0.0003271978,0.0002731158,0.00001664616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649609,"about_ca_system_score_gemma":0.0005686505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005112122,"about_ca_topic_score_gemma":0.0001553322,"domain_scores_codex":[0.9972265,0.0003386239,0.0008122678,0.0007722434,0.0002819412,0.0005684154],"domain_scores_gemma":[0.9972008,0.001434785,0.0003419055,0.0005848106,0.0002456428,0.0001920094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005214933,0.00004483677,0.6580837,0.00002963358,0.0001646291,0.00002917122,0.00002059678,8.890811e-7,0.004349648,0.001084383,0.0003069714,0.335364],"study_design_scores_gemma":[0.002882699,0.0001370281,0.9456962,0.002781794,0.0002154427,0.009394114,0.0004204227,0.0002234378,0.0119651,0.02481521,0.0007867074,0.0006818557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992439,0.000342267,0.002252011,0.0004739291,0.001042116,0.001106398,0.0001452697,0.00008225276,0.002116809],"genre_scores_gemma":[0.9918008,0.0002943832,0.0074987,0.0001227669,0.0001129721,0.00006660682,0.00001113043,0.00003228434,0.00006033383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3346822,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03057648263439726,"score_gpt":0.2875274690292902,"score_spread":0.2569509863948929,"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."}}