{"id":"W4402846019","doi":"10.31579/2692-9759/104","title":"Peripheral Vascular Disease","year":2023,"lang":"en","type":"article","venue":"Cardiology Research and Reports","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Karachi; University of Calgary","keywords":"Peripheral; Medicine; Disease; Vascular disease; Pathology; Internal medicine","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":[0.0004910589,0.0005672525,0.000721569,0.001192539,0.001297254,0.001499663,0.0005988919,0.0009822446,0.06298441],"category_scores_gemma":[0.002371153,0.0001404122,0.0005841611,0.002061795,0.0004618999,0.0006932958,0.001078261,0.001609995,0.0136555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006382603,"about_ca_system_score_gemma":0.001517026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728187,"about_ca_topic_score_gemma":0.002402194,"domain_scores_codex":[0.9991768,0.0001149894,0.00008758115,0.0001380033,0.0002627774,0.0002199035],"domain_scores_gemma":[0.9990824,0.0001497696,0.0001740456,0.0001119776,0.0003080252,0.0001737742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000854336,0.0005944648,0.09096553,0.003918238,0.0004267016,0.01055321,0.0007616273,0.0004140075,0.003069104,0.01953779,0.3294322,0.5394728],"study_design_scores_gemma":[0.0001175635,0.0003774692,0.08110475,0.002634242,0.0002923361,0.03733144,0.0004731992,0.0002948058,0.0007601346,0.007892851,0.8686432,0.00007798601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07054833,0.1649385,0.01012752,0.009206388,0.005976724,0.001135703,0.01963654,0.001136415,0.7172939],"genre_scores_gemma":[0.6083576,0.09889978,0.006670266,0.01336296,0.003686212,0.001081657,0.01855526,0.000209852,0.2491765],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06298441,"threshold_uncertainty_score":0.2107038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06402681203610044,"score_gpt":0.3707144755213327,"score_spread":0.3066876634852322,"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."}}