{"id":"W4387934349","doi":"10.1016/j.jcjd.2023.10.367","title":"THE CANADIAN HEART FAILURE (CAN-HF) REGISTRY: A CANADIAN MULTI-CENTRE, RETROSPECTIVE STUDY OF OUTPATIENTS WITH HEART FAILURE","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Emergency medicine; Retrospective cohort study; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001193989,0.0009253059,0.001459975,0.003100905,0.003262163,0.002188066,0.002512563,0.001310105,0.002547773],"category_scores_gemma":[0.004386396,0.000971156,0.001001651,0.00923625,0.0008920302,0.001037228,0.001847586,0.001279309,0.0004837072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01468012,"about_ca_system_score_gemma":0.02509861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9384282,"about_ca_topic_score_gemma":0.9591992,"domain_scores_codex":[0.9967843,0.0002304828,0.0002786405,0.0006845325,0.001100648,0.0009212721],"domain_scores_gemma":[0.9954588,0.0002795349,0.001230835,0.0002855081,0.001823811,0.0009214876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228198,0.00005163553,0.9955764,0.00006310037,0.0001578615,0.0001693587,0.0002887179,0.00004496122,0.0001339265,0.00008826266,0.002094636,0.001208353],"study_design_scores_gemma":[0.00003580092,0.00003808376,0.9976221,0.00004673838,0.0001047048,0.0002253224,0.0007940627,0.0001627411,0.00003487534,0.00002566103,0.0008885671,0.0000212328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97475,0.001265002,0.0002816156,0.0003563892,0.00004116485,0.0002719172,0.020134,0.00002705327,0.002872862],"genre_scores_gemma":[0.9849291,0.0008135753,0.0005741912,0.0004441195,0.0000444744,0.0001828572,0.01239354,0.00002181717,0.0005961876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06157178,"threshold_uncertainty_score":0.1238687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428637034253991,"score_gpt":0.2344468062020669,"score_spread":0.220160435859527,"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."}}