{"id":"W4387337845","doi":"10.1016/j.cjca.2023.06.303","title":"EVALUATION OF PHARM-HF, A PHARMACIST-LED HEART FAILURE MEDICATION TITRATION CLINIC","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Medicine; Pharmacist; Heart failure; Ejection fraction; Guideline; Internal medicine; Cardiology; Pharmacy; Family 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":[0.002044636,0.0003599726,0.0005667228,0.0006058078,0.001465017,0.0009676491,0.0007874381,0.0008378113,0.007762067],"category_scores_gemma":[0.006867091,0.0002527211,0.0005623863,0.0003132734,0.0002219294,0.000589604,0.0006817552,0.001164238,0.0008867384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002497645,"about_ca_system_score_gemma":0.007191932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447491,"about_ca_topic_score_gemma":0.03234276,"domain_scores_codex":[0.9974741,0.0009221507,0.0002489729,0.0003137232,0.0007646615,0.0002762666],"domain_scores_gemma":[0.9940529,0.001260863,0.0004966421,0.0001470606,0.001440645,0.002601935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01453708,0.04026444,0.2733567,0.0008248102,0.0005972197,0.002271975,0.001392581,0.001533679,0.005285883,0.0006015298,0.03603228,0.6233017],"study_design_scores_gemma":[0.02029669,0.06496749,0.84284,0.000908756,0.001315274,0.003389954,0.002286074,0.01396746,0.004356217,0.0006814238,0.04472547,0.0002652921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9354493,0.00113747,0.002772497,0.006887523,0.0004755285,0.006169782,0.004121982,0.0007081345,0.04227784],"genre_scores_gemma":[0.9584283,0.0007868176,0.02225201,0.005868369,0.0004695264,0.002818048,0.002197611,0.00007189716,0.007107445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01447491,"threshold_uncertainty_score":0.02878135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07529796296610176,"score_gpt":0.3729346385752618,"score_spread":0.2976366756091601,"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."}}