{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00158098,0.0007890211,0.002056406,0.0004617507,0.0003490826,0.000332378,0.000254891,0.0004668341,0.0007991819],"category_scores_gemma":[0.001589247,0.0007626219,0.0007635938,0.0007919121,0.0009928879,0.001923361,0.0002327484,0.0003195887,0.000123125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967919,"about_ca_system_score_gemma":0.0009518835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001501318,"about_ca_topic_score_gemma":0.0001229313,"domain_scores_codex":[0.9950755,0.00043157,0.001213603,0.0018041,0.0004114147,0.001063799],"domain_scores_gemma":[0.992245,0.004617131,0.0006068908,0.0008752279,0.0009912264,0.0006645419],"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":[0.0170995,0.0002905969,0.2351391,0.0003584835,0.001294767,0.00008072965,0.0001397388,0.000001370942,0.007512513,0.00003843685,0.001385667,0.7366591],"study_design_scores_gemma":[0.004413313,0.001903093,0.8100491,0.004879829,0.001098936,0.01656704,0.0007311172,0.0002546986,0.147406,0.006153708,0.003483191,0.003060005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766409,0.0002911938,0.01146526,0.0001106074,0.006033154,0.002579733,0.001326033,0.0001332197,0.00141986],"genre_scores_gemma":[0.9882904,0.0001456265,0.008569949,0.0006996497,0.001004382,0.0009347986,0.0001502544,0.0001000197,0.0001049773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7335991,"threshold_uncertainty_score":0.9994825,"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."}}