{"id":"W2791758114","doi":"10.1097/gox.0000000000001634","title":"An Enhanced Recovery after Surgery Pathway for Microvascular Breast Reconstruction Is Safe and Effective","year":2018,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Breast reconstruction; Cohort; Perioperative; Guideline; Clinical pathway; Foley catheter; Surgery; Anesthesia; Catheter; Internal medicine; Breast cancer; Nursing","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":[0.001848804,0.0002383073,0.0002179929,0.0002724061,0.0002271705,0.0005471827,0.0004212107,0.0002379752,0.001556394],"category_scores_gemma":[0.003850153,0.00008192682,0.0003899165,0.0001473597,0.0002532133,0.0004245067,0.000896983,0.0003594139,0.000204732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674189,"about_ca_system_score_gemma":0.002223649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003179132,"about_ca_topic_score_gemma":0.0009828869,"domain_scores_codex":[0.9981604,0.00083355,0.0001487045,0.0001291741,0.0004994189,0.0002287436],"domain_scores_gemma":[0.9980658,0.0002770808,0.0009248974,0.0001173978,0.0002443159,0.0003705446],"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":[0.005303224,0.0133869,0.1584795,0.002278704,0.0003693757,0.001005897,0.0006577018,0.003213678,0.01619494,0.0008482102,0.002911266,0.7953505],"study_design_scores_gemma":[0.004864115,0.1884421,0.7259431,0.001975949,0.0007062161,0.01155508,0.002914724,0.01261959,0.02434178,0.001316214,0.02517934,0.0001417975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909525,0.001227684,0.00395852,0.0005148979,0.00007115921,0.000818752,0.00008599581,0.00009396914,0.002276489],"genre_scores_gemma":[0.9802932,0.0008028263,0.01744934,0.0003060474,0.00005458651,0.0004583701,0.0001737313,0.000007022263,0.0004549524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001848804,"threshold_uncertainty_score":0.009777546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009694996326467607,"score_gpt":0.2551334570477777,"score_spread":0.2454384607213101,"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."}}