{"id":"W2913692963","doi":"10.1136/heartjnl-2018-314526","title":"Creating order out of chaos: quality of care in heart failure","year":2019,"lang":"en","type":"letter","venue":"Heart","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Quality (philosophy); CHAOS (operating system); Order (exchange); Intensive care medicine; Medical emergency; Cardiology; Computer security","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":[0.09082633,0.0009455289,0.003570903,0.006016557,0.003390715,0.01644042,0.003824389,0.005603313,0.005416109],"category_scores_gemma":[0.2763765,0.0008942159,0.003489342,0.01091045,0.01466319,0.01799097,0.01018448,0.01151104,0.0003375584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01991197,"about_ca_system_score_gemma":0.03083372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02375945,"about_ca_topic_score_gemma":0.02777673,"domain_scores_codex":[0.8338634,0.1359041,0.01023811,0.004282431,0.01323886,0.002473017],"domain_scores_gemma":[0.6469095,0.3043697,0.02300801,0.00579955,0.0138612,0.006052094],"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":[0.001320757,0.0002834249,0.02320702,0.0760728,0.004876216,0.0001751514,0.01189462,0.003125879,0.0001130857,0.1313792,0.08511519,0.6624367],"study_design_scores_gemma":[0.001087512,0.001476165,0.04363325,0.2446774,0.003379361,0.0004259818,0.01217881,0.004548939,0.0003833687,0.5426961,0.1449566,0.0005563931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00535688,0.7032123,0.003416057,0.2809647,0.003247299,0.0002115046,0.0003244072,0.00004309814,0.003223706],"genre_scores_gemma":[0.3665798,0.5016281,0.01565826,0.09960873,0.01416363,0.001137996,0.0004907198,0.0001095134,0.0006233644],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09082633,"threshold_uncertainty_score":0.4803413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03270146108957212,"score_gpt":0.329109181428184,"score_spread":0.2964077203386118,"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."}}