{"id":"W6944942119","doi":"10.25384/sage.8856386","title":"853307_Appendix_2_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":[0.002980666,0.0006529258,0.001153616,0.003554299,0.001114759,0.00244874,0.002092228,0.003024194,0.7609652],"category_scores_gemma":[0.0429999,0.0007557703,0.0008750603,0.004690824,0.0006089601,0.001862778,0.001725533,0.002452014,0.4300436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003308288,"about_ca_system_score_gemma":0.01198297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06678429,"about_ca_topic_score_gemma":0.1061108,"domain_scores_codex":[0.9964031,0.0005987575,0.000727215,0.0001741074,0.001758637,0.0003382585],"domain_scores_gemma":[0.9500031,0.01573085,0.002730105,0.001335125,0.02633992,0.003860888],"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":[0.00001210791,0.00002248506,0.0001064421,0.0001119357,0.000001214857,0.000007737809,0.000006180944,0.00001650312,0.00001527702,0.0001556404,0.9908923,0.008652169],"study_design_scores_gemma":[0.0001020586,0.00002673052,0.003904508,0.001070167,0.000009752067,0.0000924663,0.00007210669,0.0001016709,0.0001093383,0.001071142,0.9934104,0.00002964427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0008614004,0.003475547,0.003720654,0.03130325,0.007370095,0.002438413,0.5091525,0.00371719,0.437961],"genre_scores_gemma":[0.008449623,0.009308209,0.01588653,0.02953006,0.006304898,0.003623799,0.3976295,0.003631857,0.5256355],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7609652,"threshold_uncertainty_score":0.3409541,"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."}}