{"id":"W3163184909","doi":"10.14740/cr1233","title":"Review of Referrals Sent to the Emergency Department for Management of Hypertension","year":2021,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Referral; Hypertensive emergency; Emergency medicine; Outpatient clinic; Medical prescription; Complaint; Medical emergency; Internal medicine; Blood pressure; Family medicine","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":[0.001165928,0.0002451495,0.0005123756,0.005764205,0.0006741086,0.0006332643,0.0009469413,0.0005305596,0.002692362],"category_scores_gemma":[0.01108053,0.0003692012,0.0004165197,0.005118717,0.0002884334,0.0005477463,0.0004449914,0.0003558977,0.0006335579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682993,"about_ca_system_score_gemma":0.003175602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03774192,"about_ca_topic_score_gemma":0.07009807,"domain_scores_codex":[0.9976048,0.0005215303,0.0007660054,0.0001705461,0.0007615205,0.0001755994],"domain_scores_gemma":[0.9839975,0.003279658,0.005190962,0.0002275427,0.006558246,0.0007461378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003002365,0.000146439,0.7319645,0.01307356,0.0002857692,0.02537514,0.002821606,0.0001890938,0.001469776,0.0001764028,0.07551759,0.1486798],"study_design_scores_gemma":[0.00002459965,0.0001427425,0.942389,0.004794534,0.0001424974,0.01816176,0.003925845,0.0001680628,0.0003045264,0.00002423766,0.02989575,0.00002641451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7235861,0.2183494,0.00112632,0.006599812,0.002099665,0.001285381,0.02082234,0.0003241731,0.02580669],"genre_scores_gemma":[0.7990017,0.1803351,0.002039121,0.002424922,0.001002702,0.000335325,0.01150369,0.00005394865,0.003303487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03774192,"threshold_uncertainty_score":0.07504451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3390702999832674,"score_gpt":0.4570934211185623,"score_spread":0.1180231211352949,"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."}}