{"id":"W4406572313","doi":"10.1016/j.ccol.2023.02.003","title":"10.1016/j.ccol.2023.02.003","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cardiorenal syndrome; Heart failure; Cardiology; Medicine; Internal medicine; Intensive care medicine","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":[0.0004442459,0.001053759,0.0005006433,0.00160489,0.001185026,0.00203049,0.000987248,0.003831743,0.9576879],"category_scores_gemma":[0.0009991889,0.000397396,0.0005485747,0.0008803202,0.0006970067,0.001823033,0.001084524,0.001445171,0.9428344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009690999,"about_ca_system_score_gemma":0.001123563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004837148,"about_ca_topic_score_gemma":0.005186199,"domain_scores_codex":[0.9997793,0.00001895225,0.00001542862,0.00004223814,0.00005755897,0.00008659516],"domain_scores_gemma":[0.9990813,0.0001502553,0.00006502236,0.00004393138,0.0001511424,0.0005083249],"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":[0.0002763467,0.0003413758,0.002762023,0.0003539895,0.00001990957,0.0003403226,0.00004978761,0.000227512,0.0005544522,0.003760113,0.4433926,0.5479214],"study_design_scores_gemma":[0.00007328394,0.00008516057,0.002494283,0.0004409536,0.00001598954,0.001175865,0.000134603,0.0001910855,0.0002850497,0.001664337,0.9934229,0.00001637966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001436511,0.002345613,0.0006831433,0.00334372,0.0008815971,0.0000691834,0.001427829,0.0007016778,0.9891106],"genre_scores_gemma":[0.004007982,0.0008780851,0.0007074322,0.001374426,0.0003351251,0.00005076456,0.0009739083,0.0001444498,0.9915279],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04231209,"threshold_uncertainty_score":0.06035304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007602425119039243,"score_gpt":0.2009169653773616,"score_spread":0.1933145402583224,"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."}}