{"id":"W1591264489","doi":"","title":"Decision-making in primary care: Does screening for peripheral arterial disease improve risk stratification for patients at intermediate coronary risk?","year":2007,"lang":"en","type":"article","venue":"Open medicine","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Risk stratification; Primary care; Peripheral; Stratification (seeds); Disease; Internal medicine; Arterial disease; Intensive care medicine; Cardiology; Emergency medicine; Vascular disease; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009320973,0.0003077673,0.0005427825,0.0001652527,0.0002634831,0.0000546406,0.0003487072,0.00007714705,0.0002631691],"category_scores_gemma":[0.000787873,0.0002194801,0.0001236356,0.0001462116,0.000137,0.0003124014,0.0002691896,0.0001598824,0.000004863223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007099521,"about_ca_system_score_gemma":0.0001018129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008352257,"about_ca_topic_score_gemma":0.0004292814,"domain_scores_codex":[0.9974111,0.00006295461,0.0008518852,0.0007059096,0.0004648936,0.0005032292],"domain_scores_gemma":[0.9980062,0.0004379087,0.0004225862,0.0005309073,0.0002261506,0.0003762271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03044369,0.0003703914,0.3244827,0.0003714818,0.00008704216,0.00003792788,0.00119717,0.00001819078,0.0005880403,0.00001581848,0.001725276,0.6406623],"study_design_scores_gemma":[0.0171197,0.001411249,0.9717886,0.001079371,0.0004118291,9.62513e-7,0.0008522668,0.002018131,0.00003126269,0.000588361,0.004423195,0.0002750444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969726,0.0001711401,0.02087142,0.0003301923,0.001216069,0.006662364,0.0004622209,0.00003973538,0.0005208388],"genre_scores_gemma":[0.9844939,0.00005925871,0.0109597,0.0009276646,0.0007589858,0.0006402925,0.001842522,0.00005734567,0.0002603929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6473059,"threshold_uncertainty_score":0.895014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283286388325258,"score_gpt":0.309717816191592,"score_spread":0.2968849523083394,"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."}}