{"id":"W4406639879","doi":"10.1016/b978-1-4557-0984-7.00164-2","title":"10.1016/b978-1-4557-0984-7.00164-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Occlusive; Medicine; Surgery; Open surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006802155,0.001772493,0.001038149,0.001492549,0.0009260887,0.003771063,0.002074084,0.00328259,0.9675062],"category_scores_gemma":[0.001261362,0.000619278,0.0006647923,0.00140648,0.0008177774,0.003633426,0.002774679,0.001986541,0.9816242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006277385,"about_ca_system_score_gemma":0.0007276796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049349,"about_ca_topic_score_gemma":0.002448034,"domain_scores_codex":[0.9996843,0.00002016999,0.00001888953,0.00009872764,0.0001253,0.0000526045],"domain_scores_gemma":[0.998827,0.0003859389,0.00007523631,0.0001364206,0.0002051722,0.000370187],"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":[0.0001067132,0.0001059891,0.0002769547,0.0003523786,0.00001151172,0.0001139289,0.00007449887,0.0002340109,0.00177075,0.006147655,0.4034471,0.5873585],"study_design_scores_gemma":[0.00001226106,0.00003143619,0.0003666282,0.0002191522,0.000004567341,0.0001690611,0.0000469988,0.00007651823,0.0001934432,0.001028191,0.9978433,0.000008497437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001524384,0.0007055,0.0007841434,0.0003315143,0.0001932418,0.00003334973,0.0004836167,0.0006547582,0.9966615],"genre_scores_gemma":[0.0003681986,0.0003723836,0.0003804196,0.000118681,0.00004003236,0.0000220723,0.0002960669,0.0001481909,0.998254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03249377,"threshold_uncertainty_score":0.04634839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938539638935145,"score_gpt":0.189375951960423,"score_spread":0.1799905555710715,"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."}}