{"id":"W4406572316","doi":"10.1016/j.ccol.2023.02.001","title":"10.1016/j.ccol.2023.02.001","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ejection fraction; Heart failure; Cardiology; Medicine; Internal medicine; Fraction (chemistry); Heart failure with preserved ejection fraction; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004583671,0.001030621,0.0004812039,0.001615847,0.001158037,0.001981048,0.001013568,0.003818876,0.9541153],"category_scores_gemma":[0.001019422,0.0003837141,0.0005572251,0.0008233284,0.0006815792,0.001821291,0.001104929,0.001441147,0.9365396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009750067,"about_ca_system_score_gemma":0.001125857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855558,"about_ca_topic_score_gemma":0.005153562,"domain_scores_codex":[0.9997775,0.0000200614,0.00001502364,0.00004169727,0.00005797634,0.00008781066],"domain_scores_gemma":[0.9990791,0.0001476977,0.00006630732,0.00004370826,0.0001468258,0.0005162727],"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":[0.0002582194,0.0003174486,0.002762417,0.0003514683,0.00001950338,0.0003314595,0.00005047096,0.0002240387,0.0005178587,0.003935606,0.4330193,0.5582122],"study_design_scores_gemma":[0.00006936758,0.00008359535,0.002550003,0.0004303512,0.00001600789,0.001165506,0.0001355989,0.0001913542,0.0002723707,0.001826215,0.9932441,0.00001563149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001460402,0.002476941,0.0007622471,0.003547364,0.0009139666,0.00007284869,0.001519802,0.0007152765,0.9885311],"genre_scores_gemma":[0.004293161,0.0009192484,0.0007986935,0.001420539,0.0003539693,0.00005552561,0.001087321,0.0001491218,0.9909223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04588467,"threshold_uncertainty_score":0.06544894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008222874984432456,"score_gpt":0.2044794192891219,"score_spread":0.1962565443046894,"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."}}