{"id":"W4387338244","doi":"10.1016/j.cjca.2023.06.090","title":"DOES THE METHOD OF CALCULATING THE 30-DAY READMISSION RATE AFTER HOSPITALIZATION FOR HEART FAILURE MATTER? DATA FROM THE VANCOUVER COASTAL ACUTE HEART FAILURE (VOCAL-AHF)","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Hospital readmission; Heart rate; Emergency medicine; Cardiology; Intensive care medicine; Internal medicine; Blood pressure","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":[0.03655558,0.0006164017,0.001682747,0.002478627,0.001050853,0.003400616,0.002924939,0.001441439,0.003143505],"category_scores_gemma":[0.1454132,0.0005750731,0.001891258,0.00489256,0.0009085477,0.0009225387,0.0008599971,0.001879737,0.0008778425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003562509,"about_ca_system_score_gemma":0.005866072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4947874,"about_ca_topic_score_gemma":0.6701676,"domain_scores_codex":[0.9643105,0.02148272,0.003941217,0.001742763,0.007634138,0.0008886515],"domain_scores_gemma":[0.8902034,0.05498547,0.01333752,0.008382272,0.03143239,0.001658973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005821526,0.00008040864,0.9531842,0.0004177388,0.001023024,0.00005457246,0.0005895712,0.0004595736,0.0001711405,0.000387878,0.01100468,0.03204494],"study_design_scores_gemma":[0.0002340372,0.0001573064,0.986821,0.0005611045,0.0004991606,0.0002492295,0.001034804,0.002828956,0.0003082191,0.0003205476,0.006892028,0.00009364021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8606313,0.01314873,0.02591498,0.02124939,0.002959159,0.0008402049,0.04345615,0.0003989348,0.03140112],"genre_scores_gemma":[0.9573821,0.002765147,0.02191841,0.002860299,0.0005435708,0.0005262162,0.009175304,0.0003971939,0.004431722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5052125,"threshold_uncertainty_score":0.9838149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043450631230902,"score_gpt":0.2956202621796824,"score_spread":0.2751857558673734,"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."}}