{"id":"W2319181924","doi":"10.1016/j.cjca.2011.08.025","title":"N024 A regional heart failure strategy: Order set development","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Providence Health Care","funders":"","keywords":"Medicine; Heart failure; Order (exchange); Set (abstract data type); Intensive care medicine; Cardiology; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.04616782,0.0007990908,0.0006999379,0.003953311,0.004002098,0.007036313,0.004078136,0.006431917,0.05584172],"category_scores_gemma":[0.1093645,0.001136259,0.001404085,0.002262677,0.001164874,0.002365557,0.004495543,0.005019642,0.01608133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02023935,"about_ca_system_score_gemma":0.1640856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1214675,"about_ca_topic_score_gemma":0.2362832,"domain_scores_codex":[0.9589891,0.01823546,0.00454018,0.001920927,0.01196227,0.004351973],"domain_scores_gemma":[0.8372225,0.03743524,0.008643063,0.008229814,0.07934498,0.02912445],"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":[0.0001680196,0.0006190403,0.009387546,0.0004136329,0.00004938826,0.000639584,0.0007849709,0.001997836,0.0009021958,0.01822298,0.7416589,0.2251561],"study_design_scores_gemma":[0.0006706747,0.000636337,0.02614552,0.002492024,0.00009778228,0.0005154359,0.001413496,0.007004682,0.002242502,0.01229533,0.9463206,0.0001655987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01855964,0.002002452,0.05181936,0.3497681,0.005975658,0.01213045,0.005529189,0.004030228,0.5501849],"genre_scores_gemma":[0.2165857,0.003535421,0.2904332,0.2021554,0.004709482,0.009509228,0.01036695,0.001899412,0.2608051],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1214675,"threshold_uncertainty_score":0.2441617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3173436741856542,"score_gpt":0.417876807416926,"score_spread":0.1005331332312718,"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."}}