{"id":"W4412379300","doi":"10.1007/978-3-031-85504-7_3","title":"Peripheral Arterial Disease: What You Need to Know","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"","keywords":"Peripheral; Arterial disease; Medicine; Intensive care medicine; Internal medicine; Vascular disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004862385,0.001056959,0.001015354,0.001486717,0.0009216171,0.003649489,0.0008769008,0.002474271,0.09067684],"category_scores_gemma":[0.001547613,0.0003844388,0.0005775267,0.001146951,0.0006381451,0.003432937,0.002005453,0.004819195,0.05010674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009115796,"about_ca_system_score_gemma":0.001268467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690784,"about_ca_topic_score_gemma":0.006931437,"domain_scores_codex":[0.999742,0.00005386541,0.00001287762,0.00002007118,0.0001414701,0.0000297321],"domain_scores_gemma":[0.9994886,0.0001876208,0.00002243591,0.00002146652,0.000139294,0.0001406542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008783171,0.0000516158,0.0000704246,0.0003042721,0.00000385148,0.0001435732,0.00008813198,0.00009523097,0.0001066495,0.005223567,0.8597211,0.1341829],"study_design_scores_gemma":[0.000004176302,0.00001072433,0.0001617686,0.0005540339,0.000003355058,0.0004296732,0.00005734608,0.00003059207,0.00002022373,0.003062639,0.9956599,0.000005592236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005732231,0.2368697,0.004324661,0.04776032,0.05396711,0.0001162019,0.0003940942,0.0004708469,0.655524],"genre_scores_gemma":[0.001878653,0.1136139,0.004089378,0.03268249,0.01713832,0.0001218593,0.0002874109,0.0002677115,0.8299204],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09067684,"threshold_uncertainty_score":0.3033442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115713211578812,"score_gpt":0.2512099230506998,"score_spread":0.2400527909349117,"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."}}