{"id":"W4376865915","doi":"10.1016/j.jvs.2023.05.006","title":"Baseline modern medical management in the BEST-CLI trial","year":2023,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Abbott Vascular; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Vascular Society; Boston Scientific Corporation; Novo Nordisk Fonden; Novo Nordisk; National Institute on Minority Health and Health Disparities; Cook Medical; Abiomed; Canadian Society for Vascular Surgery; Gilead Sciences; National Institute of Allergy and Infectious Diseases; Bayer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Baseline (sea)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001195501,0.0003956074,0.002433458,0.0002131961,0.0003042032,0.001616092,0.0004545323,0.001093422,0.007911935],"category_scores_gemma":[0.002684599,0.0001974015,0.001321037,0.0003827765,0.0003963205,0.001415211,0.0003332,0.003131002,0.001083854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009796652,"about_ca_system_score_gemma":0.0009322926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005406252,"about_ca_topic_score_gemma":0.001093798,"domain_scores_codex":[0.9993314,0.0002419139,0.00003475628,0.0001107001,0.00008376242,0.0001974954],"domain_scores_gemma":[0.9989618,0.0002846108,0.000208381,0.0001168242,0.00007152832,0.0003567798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7658762,0.002773532,0.02243775,0.002353129,0.00602146,0.0003742824,0.00007198953,0.002327056,0.0057142,0.005754524,0.0503617,0.1359341],"study_design_scores_gemma":[0.460271,0.09712879,0.2938142,0.003030047,0.02127283,0.001496533,0.0003350659,0.008080172,0.004636173,0.03863694,0.07094911,0.0003491728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.793976,0.1134055,0.003097703,0.02140606,0.004087024,0.0003882676,0.01047708,0.0005120921,0.05265029],"genre_scores_gemma":[0.9772756,0.00559341,0.0008354883,0.005213274,0.002323924,0.0002452392,0.005023372,0.00004392633,0.003445675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007911935,"threshold_uncertainty_score":0.02646804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914770523731895,"score_gpt":0.305561489192017,"score_spread":0.2664137839546981,"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."}}