{"id":"W4281929192","doi":"10.1371/journal.pone.0268655","title":"Implementation of the ERAS (Enhanced Recovery After Surgery) protocol for hysterectomy in the Piedmont Region with an audit&feedback approach: Study protocol for a stepped wedge cluster randomized controlled trial. A study of the EASY-NET project","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina General Hospital","funders":"Regione Piemonte; Ministero della Salute","keywords":"Medicine; Randomized controlled trial; Perioperative; Hysterectomy; Protocol (science); Audit; Population; Emergency medicine; Surgery","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":[0.03000145,0.004968116,0.009260656,0.002265251,0.001827696,0.003303375,0.002618086,0.005764721,0.03253886],"category_scores_gemma":[0.03483299,0.002487521,0.003483679,0.002514589,0.003352579,0.00239744,0.001527634,0.003379226,0.004174021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005078307,"about_ca_system_score_gemma":0.01358242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002376839,"about_ca_topic_score_gemma":0.003755792,"domain_scores_codex":[0.9736091,0.01808901,0.002389888,0.002046553,0.002089157,0.001776335],"domain_scores_gemma":[0.9817374,0.006378555,0.005578656,0.001946127,0.002579683,0.001779525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9424688,0.01229602,0.001009269,0.01334142,0.00187129,0.0001312007,0.0002847578,0.001517213,0.001492709,0.002028404,0.006759538,0.01679942],"study_design_scores_gemma":[0.9599962,0.0274844,0.001841229,0.0012239,0.0005415909,0.00003070492,0.00006820927,0.001858426,0.0005369663,0.0008563604,0.005494232,0.00006769117],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007008282,0.0002627652,0.001237844,0.0001933129,0.0002710848,0.9895369,0.0008722023,0.00008748585,0.0005301497],"genre_scores_gemma":[0.006736809,0.00009851001,0.002699716,0.0001503461,0.00004915723,0.9898456,0.0001256702,0.000005728018,0.0002883691],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03253886,"threshold_uncertainty_score":0.1586647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09538028760766135,"score_gpt":0.347719996339169,"score_spread":0.2523397087315077,"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."}}