{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002213593,0.000619021,0.0006717668,0.0003523005,0.0008146142,0.00008879644,0.0001597992,0.0004802262,0.00005470123],"category_scores_gemma":[0.00001907776,0.0005154898,0.0001411367,0.0006722097,0.0002115778,0.0003670102,0.00005724372,0.0008003646,0.00006232532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159695,"about_ca_system_score_gemma":0.0004845062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337166,"about_ca_topic_score_gemma":0.008712898,"domain_scores_codex":[0.9972637,0.0002777319,0.0003338791,0.0008752054,0.0005172857,0.0007322009],"domain_scores_gemma":[0.9984869,0.0001192028,0.0002379666,0.0004271471,0.0003966471,0.0003321829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001902874,0.0006096562,0.9675586,0.0005308777,0.000825759,0.00006419841,0.01185729,0.000003077935,0.000002516919,0.00004230433,0.0008373358,0.01576554],"study_design_scores_gemma":[0.007456629,0.002575804,0.881456,0.0006062843,0.003053281,8.59879e-7,0.01368016,0.000001292778,0.00001565986,0.000006143962,0.09074883,0.0003991135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945651,0.0002024525,0.000003434702,0.001651973,0.0001335945,0.002844515,0.0001098982,0.00007206329,0.0004170065],"genre_scores_gemma":[0.9931675,0.0001174076,0.00007386954,0.00003836554,0.0001593613,0.000005524751,0.002701628,0.00002807559,0.003708244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08991149,"threshold_uncertainty_score":0.9997297,"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."}}