{"id":"W2559341600","doi":"","title":"OPTIMISATION OF ENHANCED RAPID RECOVERY AFTER SURGERY (ERAS) FOR TOTAL JOINT ARTHROPLASTY: A CANADIAN COMMUNITY HOSPITAL PERSPECTIVE","year":2018,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Medicine; Perioperative; Blood management; Pharmacy; Clinical pathway; Postoperative nausea and vomiting; Nausea; Emergency medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002755634,0.0005258336,0.0004521408,0.001411747,0.004945221,0.00323105,0.001742843,0.0008028743,0.004350826],"category_scores_gemma":[0.007857406,0.0002044814,0.0006479322,0.002258943,0.001617983,0.0008445893,0.002648985,0.001849218,0.0002250092],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05982413,"about_ca_system_score_gemma":0.2078668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9741617,"about_ca_topic_score_gemma":0.9925098,"domain_scores_codex":[0.9957683,0.0007325495,0.0001727517,0.0002602914,0.001744756,0.001321439],"domain_scores_gemma":[0.9891618,0.0005266887,0.0008308667,0.0001027873,0.00474585,0.004632025],"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":[0.0006650537,0.001049444,0.4042504,0.003877299,0.000376798,0.002160448,0.01112665,0.003014795,0.00167035,0.01458673,0.1324901,0.424732],"study_design_scores_gemma":[0.00019722,0.001234678,0.7790542,0.005538941,0.000360465,0.001222732,0.03290363,0.002290699,0.0006623415,0.002326917,0.1738169,0.0003912118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6156735,0.0695982,0.00321423,0.2109156,0.001827894,0.001049722,0.003889436,0.0001551382,0.09367629],"genre_scores_gemma":[0.9434781,0.0324496,0.007307694,0.01038955,0.0004253825,0.0001320722,0.001040431,0.00003550616,0.004741787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9401759,"threshold_uncertainty_score":0.4340565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145053844128969,"score_gpt":0.2293056665879043,"score_spread":0.1978551281466146,"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."}}