{"id":"W4380730845","doi":"10.1016/j.jvs.2023.05.001","title":"Fatty acid binding protein 4 has prognostic value in peripheral artery disease","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peroxisome Proliferator-Activated Receptors","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Proportional hazards model; Diabetes mellitus; Amputation; Prospective cohort study; Confidence interval; Cardiology; Critical limb ischemia; Vascular disease; Arterial disease; Surgery; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106197,0.0002105042,0.0003616946,0.0003871076,0.00008489871,0.00007337943,0.000189537,0.0001521744,0.00002665277],"category_scores_gemma":[0.0009079113,0.0001864867,0.0004979631,0.0004811563,0.00007464569,0.00002647451,0.00008280454,0.0002827077,0.00001978459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006470609,"about_ca_system_score_gemma":0.0004787363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003346113,"about_ca_topic_score_gemma":0.000001726334,"domain_scores_codex":[0.9980964,0.0002782714,0.0005595565,0.0002622959,0.0003909566,0.0004125416],"domain_scores_gemma":[0.9990718,0.00004060664,0.0002540486,0.0002606659,0.0001188845,0.0002539502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001649004,0.0001297754,0.1516946,0.00006367628,0.0001899317,0.0003150589,0.00004162479,0.0004098213,0.8451486,0.000002073356,0.0009981936,0.0008417342],"study_design_scores_gemma":[0.001110725,0.0002032057,0.06777167,0.0005805511,0.00007206109,0.0001198994,0.0001490586,0.0002509129,0.9221422,0.00006836816,0.006946385,0.0005849805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975581,0.001131986,0.0002907596,0.0002915061,0.0004704611,0.0002221207,0.000007428293,0.00001852607,0.000009164844],"genre_scores_gemma":[0.9988565,0.0002902698,0.000207379,0.00005389094,0.0004216812,0.0000320222,0.00004168087,0.00004528906,0.00005129053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08392297,"threshold_uncertainty_score":0.7604707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022439377453666,"score_gpt":0.2387110514432554,"score_spread":0.2184866576687187,"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."}}