{"id":"W4307024777","doi":"10.1016/j.cjca.2022.08.072","title":"SUPPORTIVE CARDIOLOGY: A QUALITY IMPROVEMENT PROJECT TO MEET THE GAPS IN LATE-STAGE HEART FAILURE CARE","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Multidisciplinary approach; Population; Health care; Quality management; Advance care planning; Heart failure; Nursing; Best practice; Medical education; Cardiology; Management system; Management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04384213,0.001019892,0.0008397144,0.001607896,0.006097591,0.007103653,0.003543736,0.004241168,0.006516011],"category_scores_gemma":[0.04703313,0.0005963447,0.001460289,0.001677636,0.002400525,0.003198736,0.01147227,0.007477215,0.001190883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009016606,"about_ca_system_score_gemma":0.1776301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02170769,"about_ca_topic_score_gemma":0.04666849,"domain_scores_codex":[0.9738612,0.01182833,0.001868692,0.001362321,0.006963193,0.004116389],"domain_scores_gemma":[0.8164287,0.01087795,0.007629883,0.005391266,0.02495541,0.1347169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002357169,0.02842551,0.1364041,0.002254134,0.0007462827,0.001156157,0.009223094,0.002603983,0.005003501,0.008391875,0.2420227,0.5614116],"study_design_scores_gemma":[0.01425691,0.02574427,0.6382975,0.00555805,0.001016936,0.00141319,0.02957427,0.01248259,0.00638029,0.008500444,0.2563996,0.0003759132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4169688,0.004320167,0.03046515,0.4677894,0.008457202,0.02744916,0.004475684,0.003212224,0.03686223],"genre_scores_gemma":[0.6003572,0.004504076,0.2554955,0.09520628,0.00299499,0.01962321,0.007904847,0.0004628808,0.01345103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04384213,"threshold_uncertainty_score":0.2318621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07859906975001456,"score_gpt":0.3924510283442111,"score_spread":0.3138519585941966,"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."}}