{"id":"W4387337794","doi":"10.1016/j.cjca.2023.06.364","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 Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Medical prescription; Ejection fraction; Internal medicine; Cardiology; Medical therapy; Heart failure with preserved ejection fraction; Retrospective cohort study; Emergency medicine; Intensive care 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":[0.001193377,0.0009979089,0.001511036,0.003061067,0.003202334,0.002122783,0.002460968,0.001371711,0.002378461],"category_scores_gemma":[0.004204931,0.0009926187,0.0009923866,0.008938761,0.0009038243,0.0009999993,0.001795687,0.001279033,0.0004872481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01390633,"about_ca_system_score_gemma":0.02432898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9308075,"about_ca_topic_score_gemma":0.9551643,"domain_scores_codex":[0.9968641,0.0002341734,0.0002556663,0.0006847214,0.001098596,0.0008627344],"domain_scores_gemma":[0.9955362,0.0002816096,0.001152154,0.000295155,0.001806229,0.0009286357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386091,0.0000578963,0.995223,0.00006342083,0.0001668749,0.000196496,0.000291998,0.00005365794,0.0001637853,0.00009381424,0.002262603,0.001287951],"study_design_scores_gemma":[0.00003888671,0.00004019721,0.9977392,0.00003801794,0.0001035986,0.0002407896,0.0006511687,0.0001735012,0.00003912265,0.0000260012,0.0008880534,0.00002143941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735612,0.001181451,0.0003219725,0.0003545678,0.00004415663,0.000287306,0.02135874,0.00002940128,0.002861228],"genre_scores_gemma":[0.983863,0.0007439484,0.0006125158,0.0004366008,0.00005204488,0.000185885,0.01346398,0.00002307469,0.0006188718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06919253,"threshold_uncertainty_score":0.1392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447434655067523,"score_gpt":0.2332635274847592,"score_spread":0.218789180934084,"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."}}