{"id":"W2769469815","doi":"10.1002/ejhf.1074","title":"November 2017 At a Glance: Quality of Care and Disease Management","year":2017,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Medical prescription; Observational study; Deferral; Heart failure; Dosing; Guideline; Intensive care medicine; Randomized controlled trial; Quality of life (healthcare); Internal medicine; Ejection fraction; Disease management; Emergency medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004767408,0.0008321984,0.001162445,0.001652279,0.002066596,0.009663469,0.001657941,0.006451262,0.07955368],"category_scores_gemma":[0.02844652,0.0005062285,0.0007356188,0.002728479,0.001923877,0.00504567,0.003386681,0.01089873,0.02201848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003453579,"about_ca_system_score_gemma":0.005948449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005025821,"about_ca_topic_score_gemma":0.01273149,"domain_scores_codex":[0.9955311,0.00162121,0.000445762,0.0003387009,0.001700846,0.0003623798],"domain_scores_gemma":[0.981177,0.005931867,0.001608418,0.0007835155,0.005935531,0.004563727],"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":[0.00002367043,0.00003035723,0.0006228291,0.00017777,0.0000125545,0.00002178592,0.00004978535,0.00002167285,0.00002073872,0.001398276,0.9529622,0.04465833],"study_design_scores_gemma":[0.00004793975,0.00005635668,0.004149766,0.002744961,0.00002230197,0.0001366935,0.0003025676,0.0001282326,0.00003970167,0.005364978,0.9869772,0.00002933012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0005449571,0.07304084,0.0003540413,0.7549653,0.1446868,0.00004521424,0.0006365646,0.00008836847,0.02563795],"genre_scores_gemma":[0.01450498,0.1428281,0.00133597,0.3153179,0.4721602,0.0001696339,0.001833875,0.0002373589,0.05161194],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07955368,"threshold_uncertainty_score":0.2661335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779961246325349,"score_gpt":0.3110607502383799,"score_spread":0.2832611377751264,"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."}}