{"id":"W4285390105","doi":"10.3389/fpsyt.2022.930121","title":"The Utility of Cognitive Screening in Asian Patients With Heart Failure: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; University of Tasmania; Department of Education of Shandong Province","keywords":"Montreal Cognitive Assessment; Heart failure; Medicine; Cognition; PsycINFO; Systematic review; Neuropsychology; Population; MEDLINE; Physical therapy; Clinical psychology; Psychiatry; Cognitive impairment; Internal medicine","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":[0.009418673,0.001438044,0.008975002,0.007989143,0.0006096041,0.002346956,0.001848549,0.001690164,0.002618151],"category_scores_gemma":[0.04290311,0.0007967489,0.01027421,0.008080334,0.0008271225,0.001856039,0.001267159,0.00108506,0.0001346538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003047896,"about_ca_system_score_gemma":0.01122262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311352,"about_ca_topic_score_gemma":0.03506706,"domain_scores_codex":[0.9922995,0.002825346,0.002820884,0.0005739957,0.001257649,0.0002226074],"domain_scores_gemma":[0.9715748,0.0207402,0.00491094,0.0003577543,0.002137423,0.0002788663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002942486,0.00002654181,0.003220609,0.9464946,0.02295387,0.00007773587,0.0001922888,0.00009147757,0.00006335862,0.00009573711,0.0007458979,0.02574352],"study_design_scores_gemma":[0.000625736,0.0003009795,0.01753432,0.7505196,0.2225801,0.0004163368,0.0003916699,0.0002095516,0.0001481005,0.0002822408,0.006924192,0.00006724835],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00239739,0.9964264,0.0001020184,0.0002039364,0.00006095855,0.0003057703,0.0003330435,0.000006187774,0.0001642876],"genre_scores_gemma":[0.06297984,0.9337807,0.0008993463,0.0007859356,0.0001287179,0.001011581,0.0003263233,0.000005853715,0.00008161591],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01311352,"threshold_uncertainty_score":0.04981124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165331645562888,"score_gpt":0.2903239019545429,"score_spread":0.2737907373982541,"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."}}