{"id":"W2757265047","doi":"10.1016/j.cjca.2017.07.429","title":"COMMUNITY CARDIAC/PALLIATIVE NURSE PRACTITIONER PROGRAM ACUTE UTILIZATION EVALUATION","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Acute care; Palliative care; Emergency medicine; Heart failure; Health care; Test (biology); Intensive care medicine; Nursing; Internal medicine","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":[0.001855475,0.000211568,0.0003870768,0.001870014,0.002012667,0.001002879,0.0006391524,0.000518887,0.005313909],"category_scores_gemma":[0.006292549,0.0002634251,0.0004418814,0.001271913,0.0002350403,0.0008039124,0.00151955,0.0008523263,0.0005984939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002568661,"about_ca_system_score_gemma":0.008569838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04282034,"about_ca_topic_score_gemma":0.1545961,"domain_scores_codex":[0.9980637,0.0004819193,0.0003159552,0.0001341367,0.0005214235,0.0004827215],"domain_scores_gemma":[0.9933673,0.0005061224,0.001201724,0.0001015001,0.002195093,0.002628297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003519665,0.003714682,0.9261174,0.0002968208,0.0001005441,0.0004744714,0.001227625,0.0001382726,0.0001774661,0.0002093568,0.01146247,0.05572891],"study_design_scores_gemma":[0.0001288899,0.0009369,0.9898455,0.0003113583,0.00004890277,0.0003527129,0.002968451,0.0004493589,0.0001349918,0.00008465611,0.004721513,0.00001670756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636236,0.0007854237,0.0003021165,0.002453132,0.0001067615,0.003442189,0.004945626,0.00004566644,0.02429551],"genre_scores_gemma":[0.9810019,0.001124391,0.00287638,0.001463197,0.0001173696,0.00241878,0.004595508,0.00001619853,0.006386216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04282034,"threshold_uncertainty_score":0.0851422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060939531001858,"score_gpt":0.400317509821211,"score_spread":0.2942235567210252,"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."}}