{"id":"W4378781242","doi":"10.1007/s12630-023-02483-6","title":"Introducing Cardiac Enhanced Recovery After Surgery best practices in Saskatchewan","year":2023,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002992092,0.0003448466,0.0003331539,0.0004751932,0.009119517,0.004165635,0.001412116,0.01206896,0.01233419],"category_scores_gemma":[0.00809767,0.0005965473,0.0005413453,0.0006853721,0.002319634,0.001511023,0.003453538,0.01435403,0.001363907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03424579,"about_ca_system_score_gemma":0.147012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6903986,"about_ca_topic_score_gemma":0.9245396,"domain_scores_codex":[0.9964676,0.0008217219,0.0003436065,0.0002536435,0.0005559275,0.001557426],"domain_scores_gemma":[0.985664,0.002650415,0.0006132539,0.0002789149,0.002794656,0.007998762],"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":[0.0003319283,0.0007809967,0.05195026,0.0003035632,0.0000994242,0.02690481,0.005981475,0.0006882484,0.004298029,0.008978417,0.8221627,0.07752009],"study_design_scores_gemma":[0.0007891695,0.000571014,0.1421932,0.002329189,0.00014056,0.00813305,0.05327783,0.002106699,0.001477434,0.008742306,0.779842,0.0003976211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03693706,0.0007122793,0.0002623037,0.9382997,0.003576601,0.0001125886,0.0001461628,0.00004791122,0.01990544],"genre_scores_gemma":[0.1402289,0.002574457,0.001944375,0.8099468,0.001642401,0.0003278489,0.000109949,0.00006239979,0.04316295],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6903986,"threshold_uncertainty_score":0.6228493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153192902077472,"score_gpt":0.2513832456727385,"score_spread":0.2298513166519637,"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."}}