{"id":"W2910258346","doi":"10.1097/gox.0000000000001855","title":"Implementing Our Microsurgical Breast Reconstruction Enhanced Recovery after Surgery Pathway: Consensus Obstacles and Recommendations","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Breast reconstruction; Multidisciplinary approach; Multidisciplinary team; Medicine; Protocol (science); Ambiguity; Cognitive dissonance; Patient satisfaction; Focus group; Plastic surgery; Evidence-based practice; Surgery; Breast cancer; Nursing; Psychology; Computer science; Alternative medicine; Internal medicine; Cancer","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":[0.1237836,0.001930898,0.002833052,0.005263533,0.006148742,0.01000962,0.0119714,0.01429916,0.01360832],"category_scores_gemma":[0.2061952,0.001068246,0.004635419,0.003449094,0.004004755,0.01207981,0.01059691,0.01910131,0.004590788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01301787,"about_ca_system_score_gemma":0.09927924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231056,"about_ca_topic_score_gemma":0.0292786,"domain_scores_codex":[0.9083253,0.04514314,0.0209486,0.003965668,0.01667053,0.004946954],"domain_scores_gemma":[0.7277505,0.1007405,0.01720866,0.007216684,0.1145323,0.03255134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002700569,0.001910372,0.006349314,0.03107614,0.0006300231,0.0009770197,0.004554369,0.002307733,0.0007492835,0.01549248,0.4400617,0.4956216],"study_design_scores_gemma":[0.00128736,0.0009174531,0.01107353,0.2681908,0.001575989,0.000969772,0.02952594,0.004735145,0.001981792,0.08280294,0.5963285,0.00061084],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003522402,0.02168456,0.01317671,0.9367846,0.008636604,0.005127372,0.0007118845,0.000413652,0.009942319],"genre_scores_gemma":[0.08453422,0.07793872,0.4175434,0.369128,0.004749767,0.02854879,0.003258576,0.0004381927,0.01386037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1237836,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586401512610342,"score_gpt":0.272004148579537,"score_spread":0.2561401334534336,"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."}}