{"id":"W4206363852","doi":"10.1007/s44200-021-00010-w","title":"Lower Extremity Artery Disease and Cognitive Impairment","year":2022,"lang":"en","type":"article","venue":"Artery Research","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Medicine; Montreal Cognitive Assessment; Neuropsychology; Cognition; Cognitive impairment; Cardiology; Internal medicine; Disease; Psychiatry","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":[0.000218658,0.0002321525,0.0002615626,0.0005764049,0.0003041632,0.0004727314,0.0001742168,0.0002065042,0.003308546],"category_scores_gemma":[0.00100646,0.00006860476,0.0002025151,0.0007138961,0.0001994152,0.000116484,0.0002271282,0.0003385422,0.0002162105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150879,"about_ca_system_score_gemma":0.000268295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002897067,"about_ca_topic_score_gemma":0.00277835,"domain_scores_codex":[0.9998272,0.00004058367,0.00001665636,0.00002933459,0.00004350327,0.00004273025],"domain_scores_gemma":[0.9990879,0.000179074,0.0004334601,0.00003096169,0.00008296421,0.0001855591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001502894,0.0000805244,0.9969778,0.00002582292,0.00005914287,0.0001977055,0.00002272125,0.00003524301,0.0001130013,0.00001952042,0.00007043935,0.002247773],"study_design_scores_gemma":[0.000003284863,0.00008914563,0.9991868,0.000008041061,0.00002306774,0.0004528456,0.00002544144,0.00005666543,0.00003656502,0.00003091391,0.00008590343,0.000001272881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969479,0.001250409,0.00004150648,0.00005791915,0.000009201386,0.000004601196,0.0001632712,0.000003382323,0.001521808],"genre_scores_gemma":[0.9993929,0.0002293966,0.00003182073,0.00001631324,0.00001689498,0.000002760048,0.0001096961,3.746743e-7,0.0001997466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003308546,"threshold_uncertainty_score":0.01106817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05350312082877715,"score_gpt":0.3514324644310539,"score_spread":0.2979293436022767,"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."}}