{"id":"W4406639788","doi":"10.1016/b978-1-4557-0984-7.00170-8","title":"10.1016/b978-1-4557-0984-7.00170-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Occlusive; Grafting; Surgery; Cardiology; Chemistry","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":[0.0007215002,0.001886941,0.00111756,0.001523493,0.0009378832,0.003820061,0.002192152,0.003345871,0.9685948],"category_scores_gemma":[0.001320077,0.0006413944,0.0007088218,0.001454328,0.0008533798,0.0037659,0.002896566,0.002056298,0.9829059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351244,"about_ca_system_score_gemma":0.0007529201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997303,"about_ca_topic_score_gemma":0.002373677,"domain_scores_codex":[0.9996706,0.00002146494,0.00002038467,0.0001023463,0.0001293413,0.00005586111],"domain_scores_gemma":[0.9986646,0.0004408968,0.00008467637,0.0001595228,0.0002329756,0.0004173589],"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":[0.0001100104,0.0001036763,0.0002659936,0.0003584955,0.00001180548,0.0001058597,0.00007218862,0.0002313584,0.00175458,0.005818667,0.4033727,0.5877947],"study_design_scores_gemma":[0.00001321798,0.00003359995,0.0003711965,0.000228281,0.000004721299,0.000165818,0.00004740594,0.00007699024,0.0002009714,0.00104813,0.9978008,0.000008821155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001542549,0.0007390973,0.0008127862,0.0003448234,0.0002051443,0.00003413133,0.0005098892,0.0007327633,0.996467],"genre_scores_gemma":[0.0003693335,0.0003871502,0.0003847303,0.0001247052,0.00004392476,0.00002350226,0.0003196669,0.0001637299,0.9981832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03140521,"threshold_uncertainty_score":0.04479563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0095399494115943,"score_gpt":0.1904755535408302,"score_spread":0.1809356041292359,"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."}}