{"id":"W6889037970","doi":"10.25384/sage.8856383","title":"853307_Appendix_1_online_supp – Supplemental material for 2017 Guidelines for the management of heart failure by pharmacists","year":2019,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Management of heart failure; Disease management; Work (physics); Pharmacist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00299522,0.000655334,0.001169086,0.003679652,0.001100546,0.002412212,0.002087339,0.00290574,0.7609791],"category_scores_gemma":[0.04541532,0.0007438482,0.0008433179,0.004910289,0.0006047607,0.001885205,0.001704359,0.002408766,0.433605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308169,"about_ca_system_score_gemma":0.01176025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06393873,"about_ca_topic_score_gemma":0.1023174,"domain_scores_codex":[0.9963675,0.0006130598,0.000752468,0.0001792256,0.001756963,0.0003308809],"domain_scores_gemma":[0.9476421,0.01696507,0.002907448,0.001383252,0.0273124,0.003789599],"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":[0.0000114121,0.00002234963,0.0001023571,0.0001146873,0.000001157837,0.000007114557,0.000006105172,0.0000159693,0.00001444722,0.0001504238,0.9907082,0.008845685],"study_design_scores_gemma":[0.00009854357,0.00002694579,0.003841705,0.001117098,0.000009589142,0.00009011753,0.00007359669,0.0001003109,0.0001065112,0.001098232,0.9934082,0.00002918301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0008380389,0.003545174,0.003723451,0.03037475,0.007097089,0.002484325,0.5339272,0.003619425,0.4143905],"genre_scores_gemma":[0.008401094,0.01015083,0.01641898,0.02888696,0.006397963,0.003850314,0.4209296,0.003665624,0.5012986],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7609791,"threshold_uncertainty_score":0.3409343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2635001988286187,"score_gpt":0.5110569899798503,"score_spread":0.2475567911512316,"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."}}