{"id":"W4406616387","doi":"10.1016/j.clnesp.2024.10.029","title":"Enhanced Recovery After Surgery (ERAS) Compliance and Post-Operative Outcomes for Head and Neck Free Flap Reconstructive Surgery","year":2025,"lang":"en","type":"article","venue":"Clinical Nutrition ESPEN","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Reconstructive surgery; Surgery; Head and neck; Free flap; Head and neck surgery; General surgery; Otorhinolaryngology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001392405,0.0002011213,0.0002826567,0.0005331484,0.0003992511,0.001041622,0.0003591878,0.0006144569,0.003308046],"category_scores_gemma":[0.00626984,0.0001122363,0.0007618386,0.0005798882,0.0003099547,0.0006057255,0.0009759719,0.001195902,0.0003347056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005026217,"about_ca_system_score_gemma":0.0008853429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734368,"about_ca_topic_score_gemma":0.00341347,"domain_scores_codex":[0.9990119,0.0002026443,0.0001465405,0.0001042982,0.0002211833,0.0003135008],"domain_scores_gemma":[0.9952749,0.0008356459,0.002680724,0.0001040908,0.0003350897,0.0007696129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00081907,0.0009345688,0.9749271,0.000127425,0.0002373422,0.0001427185,0.0004148815,0.0001302836,0.0002880808,0.0001163457,0.0003334969,0.02152871],"study_design_scores_gemma":[0.000009320877,0.0005403938,0.9980661,0.00004939046,0.00008339129,0.0001155844,0.0005164324,0.0001128326,0.00008522577,0.00007838251,0.0003311872,0.00001154072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980007,0.0004498755,0.00005027847,0.0001501195,0.00002822993,0.00001224056,0.0001547275,0.000004151651,0.00114978],"genre_scores_gemma":[0.9987815,0.0002170037,0.00009742183,0.00006321525,0.00002273285,0.00001307203,0.0001912611,0.000002754608,0.0006110819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003308046,"threshold_uncertainty_score":0.01106656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408693820575893,"score_gpt":0.3788502715034595,"score_spread":0.3247633332977005,"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."}}