{"id":"W7094337230","doi":"","title":"Evaluation of the Enhanced Recovery After Surgery (ERAS) Protocol for Rapid Recovery after 
\\nBreast Reconstruction Surgery using a Deep Inferior Epigastric Perforator (DIEP) Flap","year":2024,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal","keywords":"Breast reconstruction; Cancer surgery; Breast cancer; Endoscopic surgery; Mastectomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834886,0.001087541,0.001766302,0.001305119,0.001443949,0.001308098,0.002004132,0.001303192,0.009304939],"category_scores_gemma":[0.01663011,0.0005069021,0.001801879,0.000802937,0.001265611,0.0009534245,0.00184241,0.002605302,0.002322563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003422376,"about_ca_system_score_gemma":0.01491493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002032489,"about_ca_topic_score_gemma":0.006202585,"domain_scores_codex":[0.9901238,0.005257697,0.001695845,0.0004695262,0.001841044,0.0006120192],"domain_scores_gemma":[0.9920716,0.001552084,0.001884342,0.0005319484,0.003011547,0.0009485529],"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":[0.08403008,0.04896849,0.01981824,0.01745536,0.0006376256,0.001133678,0.00736045,0.004954875,0.02558576,0.008373605,0.05527338,0.7264085],"study_design_scores_gemma":[0.04949967,0.2924306,0.2013364,0.02112796,0.001902716,0.001648103,0.009867061,0.01292429,0.05352463,0.008393588,0.3460543,0.001290664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1973122,0.003285606,0.0348562,0.003225759,0.001342726,0.7143055,0.003594933,0.000732386,0.04134488],"genre_scores_gemma":[0.1357434,0.003326238,0.1387159,0.001571974,0.0001619259,0.7085446,0.00265055,0.0001137205,0.009171713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01834886,"threshold_uncertainty_score":0.09703922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315330440926839,"score_gpt":0.2017814261592297,"score_spread":0.1786281217499613,"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."}}