{"id":"W2100631369","doi":"10.1016/j.cardfail.2014.06.273","title":"Outpatient Intravenous Diuretic Therapy Avoids Emergency Department Visits and Hospital Admissions in a Northern Ontario Hospital","year":2014,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Furosemide; Emergency department; Exacerbation; Heart failure; Diuretic; Emergency medicine; Ambulatory; Bolus (digestion); Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003036654,0.0002370637,0.0002510024,0.0004072032,0.00444446,0.00152494,0.001077225,0.0007276433,0.00431151],"category_scores_gemma":[0.002043084,0.0004381203,0.0002786599,0.0007210885,0.0008465274,0.0004380897,0.0009665792,0.00105951,0.0002056689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02331452,"about_ca_system_score_gemma":0.03124094,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8556784,"about_ca_topic_score_gemma":0.9772456,"domain_scores_codex":[0.9993579,0.0001049772,0.00003745369,0.00004664477,0.000157374,0.000295764],"domain_scores_gemma":[0.9970276,0.0001921608,0.0004800789,0.00005100453,0.0003725241,0.001876738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001293522,0.0008261062,0.9188694,0.0003307483,0.0001029742,0.01449845,0.01236285,0.0006539318,0.003140799,0.0007228503,0.01573247,0.03146593],"study_design_scores_gemma":[0.0001045913,0.0004639909,0.9792669,0.0001135142,0.00003756826,0.001354974,0.01196612,0.0003706009,0.0001336696,0.00009815631,0.006052898,0.00003701327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880908,0.000498661,0.00005884637,0.002061342,0.00004400384,0.00008318716,0.000184948,0.00001616787,0.008962003],"genre_scores_gemma":[0.9958385,0.0005125503,0.0002045059,0.0006535381,0.0000495478,0.00001804083,0.0001117668,0.00000974225,0.002601869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1443216,"threshold_uncertainty_score":0.2903431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005593281890218437,"score_gpt":0.2334114200248531,"score_spread":0.2278181381346347,"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."}}