{"id":"W2974779459","doi":"10.1016/j.jvs.2019.07.044","title":"Home Care Nursing After Elective Vascular Surgery: An Opportunity to Reduce Emergency Department Visits and Hospital Readmission","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Carotid endarterectomy; Odds ratio; Vascular surgery; Emergency medicine; Emergency department; Confidence interval; Case mix index; Population; Surgery; Nursing; Internal medicine; Cardiac surgery; Carotid arteries","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":[0.0005012662,0.0002646041,0.0003175657,0.0003151288,0.0009679663,0.001009329,0.0005539701,0.0009423537,0.006563174],"category_scores_gemma":[0.003825116,0.0001266951,0.0004831709,0.0002131343,0.0001462418,0.0007105586,0.0009954401,0.001308226,0.0004208724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568542,"about_ca_system_score_gemma":0.002870959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280625,"about_ca_topic_score_gemma":0.01576965,"domain_scores_codex":[0.999671,0.0001128711,0.00002049428,0.000020264,0.00007175927,0.0001036688],"domain_scores_gemma":[0.9978856,0.0002392271,0.0002913526,0.00005119244,0.000259436,0.0012732],"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":[0.001000491,0.01317612,0.1315971,0.0008612461,0.0002257549,0.0007386174,0.0009176214,0.0002732313,0.001009242,0.001153201,0.06848712,0.7805602],"study_design_scores_gemma":[0.001128014,0.007428005,0.9318354,0.002972315,0.0004248621,0.001177943,0.007282178,0.001570786,0.0009087673,0.004419713,0.04074071,0.0001112951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511385,0.01587239,0.002825181,0.05992293,0.005540626,0.0004646603,0.0005605563,0.0004427021,0.06323249],"genre_scores_gemma":[0.97177,0.005816909,0.006077174,0.007480843,0.002203737,0.0002059922,0.0004300135,0.00003546935,0.005979865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006563174,"threshold_uncertainty_score":0.02195603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137125495967597,"score_gpt":0.276722771791744,"score_spread":0.2630102221949843,"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."}}