{"id":"W2467876482","doi":"10.1503/cmaj.1150052","title":"Let’s talk chronic heart failure","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Heart failure; Chronic disease; Medicine; Medical emergency; Computer science; Intensive care medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00129743,0.001100284,0.001032762,0.000985959,0.002851021,0.00235803,0.000972909,0.01720318,0.02871397],"category_scores_gemma":[0.009306807,0.0003563027,0.001051707,0.0003309447,0.001913753,0.006120422,0.001324124,0.02737126,0.01370056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273748,"about_ca_system_score_gemma":0.001450171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004613972,"about_ca_topic_score_gemma":0.005743781,"domain_scores_codex":[0.9990501,0.0002742891,0.00009337495,0.0001586714,0.0002747339,0.0001488148],"domain_scores_gemma":[0.9973719,0.0008458754,0.0001550739,0.0000583738,0.0005738317,0.0009950525],"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":[0.00003340443,0.00004888035,0.0006103583,0.0000751496,0.00001128562,0.002222969,0.0001097034,0.00003725028,0.0001652031,0.001228083,0.9826608,0.01279695],"study_design_scores_gemma":[0.0001401553,0.0001931037,0.00237875,0.001033754,0.00003678317,0.01004449,0.0008985708,0.000349352,0.0001584337,0.008569539,0.9761088,0.00008822049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003059967,0.002934818,0.0001298934,0.9570502,0.0349206,0.00002236487,0.00004226617,0.00004437786,0.004549435],"genre_scores_gemma":[0.002448427,0.002272698,0.0001717139,0.9277747,0.05593121,0.00002741701,0.00002032258,0.00001578603,0.01133764],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02871397,"threshold_uncertainty_score":0.09605783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160815834898455,"score_gpt":0.244543836410743,"score_spread":0.2329356780617584,"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."}}