{"id":"W7114991129","doi":"10.26199/acu813","title":"The nexus between cognitive function and self-care ablility in patients with chronic heart failure","year":2009,"lang":"","type":"dissertation","venue":"Australian Catholic University","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Cognition; Decompensation; Nexus (standard); Test (biology); Cognitive impairment; Clinical Practice; Heart disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.003238743,0.0001596648,0.0004634501,0.001994857,0.0002712177,0.001003254,0.0002710931,0.0004218515,0.0007725905],"category_scores_gemma":[0.01115954,0.0001234796,0.000453203,0.001796248,0.000360971,0.0007461812,0.0005196473,0.0004730318,0.00006849599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000761701,"about_ca_system_score_gemma":0.002213342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276141,"about_ca_topic_score_gemma":0.01233089,"domain_scores_codex":[0.9988046,0.0006073642,0.000195785,0.00007125014,0.0002466552,0.00007441251],"domain_scores_gemma":[0.9949645,0.003148883,0.001192455,0.00004105363,0.0004983183,0.0001548869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004483279,0.0004203038,0.7793389,0.01315093,0.0007214916,0.0002495725,0.00190028,0.0002884312,0.0002167164,0.000428471,0.001644563,0.2011921],"study_design_scores_gemma":[0.00004320022,0.0007696584,0.9859458,0.006103611,0.0004262662,0.0005401323,0.00196147,0.00025209,0.00012505,0.0005118515,0.00329742,0.00002350593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5602092,0.4253083,0.0004343434,0.005603953,0.0001338569,0.0002023568,0.0005976754,0.00001067181,0.007499543],"genre_scores_gemma":[0.9483181,0.04970135,0.0008537365,0.0006301427,0.0000940172,0.0001087378,0.0001577875,0.000001299832,0.0001349102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005276141,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007902896498162362,"score_gpt":0.2277539173498439,"score_spread":0.2198510208516815,"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."}}