{"id":"W2790797511","doi":"10.1177/2292550317728036","title":"Enhanced Recovery After Surgery (ERAS) Protocol Enables Safe Same-Day Discharge After Alloplastic Breast Reconstruction","year":2017,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Cancer Foundation","keywords":"Medicine; Surgery; Breast surgery; Retrospective cohort study; Narcotic; Demographics; Breast cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005616576,0.0001805417,0.0002659558,0.0008930235,0.0004421816,0.0006766514,0.0005990932,0.000274463,0.003145106],"category_scores_gemma":[0.0121796,0.0001594456,0.0004949834,0.0006845851,0.0004806254,0.0008376014,0.001475855,0.0004393698,0.0004504441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009173406,"about_ca_system_score_gemma":0.003740717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008551687,"about_ca_topic_score_gemma":0.002818104,"domain_scores_codex":[0.9958848,0.001692951,0.000824467,0.0002527254,0.0009666912,0.0003782249],"domain_scores_gemma":[0.987877,0.001821462,0.006930282,0.0006487184,0.001434178,0.001288343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004047085,0.002737243,0.8386439,0.0009272703,0.0001570814,0.0006169049,0.0008443926,0.0007486061,0.002503619,0.0004444971,0.003843044,0.1444864],"study_design_scores_gemma":[0.0003457541,0.007613682,0.9817608,0.0004543088,0.00005514809,0.001534381,0.001547643,0.0006603274,0.001115614,0.0001255593,0.004750908,0.00003576085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919401,0.0006760699,0.001145053,0.0004183516,0.00006939692,0.001517702,0.0007260389,0.0000440373,0.003463228],"genre_scores_gemma":[0.9895235,0.0007249729,0.005486335,0.0004093797,0.00008402733,0.001724375,0.001360728,0.00001116687,0.0006756466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005616576,"threshold_uncertainty_score":0.02970362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150518543665679,"score_gpt":0.2506228125776231,"score_spread":0.2355709582110553,"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."}}