{"id":"W4323357083","doi":"10.1503/cjs.008022","title":"Ambulatory surgery centres: a potential solution to a chronic problem","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Ambulatory; Ambulatory care; Pandemic; Coronavirus disease 2019 (COVID-19); Medical emergency; Surgery; Intensive care medicine; Health care; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01341712,0.0006506305,0.0006009409,0.001654241,0.007269361,0.0108707,0.004021976,0.01498932,0.03451965],"category_scores_gemma":[0.04386309,0.0004708145,0.001002482,0.00224631,0.006835171,0.01002435,0.008750106,0.01142702,0.002890672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01239866,"about_ca_system_score_gemma":0.1110384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1575671,"about_ca_topic_score_gemma":0.4225872,"domain_scores_codex":[0.9884343,0.003840059,0.0006370472,0.0007296337,0.002966077,0.003393054],"domain_scores_gemma":[0.9158095,0.01189328,0.005639115,0.002321243,0.01378259,0.05055438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001677607,0.0006564278,0.01501515,0.002229964,0.0001546727,0.001315498,0.003289353,0.0008471577,0.0007099461,0.08429472,0.620828,0.2704913],"study_design_scores_gemma":[0.0005313035,0.0007198651,0.03298775,0.01073285,0.0001557335,0.001744283,0.01468111,0.001674718,0.0002947396,0.05053654,0.8857585,0.0001826779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003233205,0.00441932,0.0009227389,0.9794799,0.001926873,0.00006031684,0.00009710392,0.00007536032,0.009785173],"genre_scores_gemma":[0.2568793,0.04589081,0.03182681,0.6332606,0.01135617,0.0004648574,0.0007134982,0.0001874123,0.01942058],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1575671,"threshold_uncertainty_score":0.3132998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2074964248370857,"score_gpt":0.3928341812361653,"score_spread":0.1853377563990796,"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."}}