{"id":"W4406505191","doi":"10.1016/j.yvas.2014.04.088","title":"10.1016/j.yvas.2014.04.088","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Polytetrafluoroethylene; Surgery; Cardiology; Composite material","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":[0.0004877267,0.0008402614,0.0004657444,0.001164642,0.0006663399,0.001814696,0.0007432438,0.00266199,0.8116837],"category_scores_gemma":[0.001352895,0.0003204672,0.0005017541,0.0004932104,0.0005925134,0.00185028,0.0008370904,0.001529261,0.694021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006576436,"about_ca_system_score_gemma":0.001025162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865393,"about_ca_topic_score_gemma":0.002062545,"domain_scores_codex":[0.9997494,0.00002601717,0.00002579385,0.0000594531,0.00006877955,0.00007061342],"domain_scores_gemma":[0.9992303,0.0001300205,0.0001099642,0.00003150009,0.0001433053,0.0003549352],"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":[0.0003902811,0.0004044199,0.01157033,0.0004982661,0.00005577783,0.0008175083,0.00009465172,0.0002355597,0.0006782227,0.003315969,0.2761569,0.7057822],"study_design_scores_gemma":[0.0001761446,0.0002979329,0.0144655,0.001789606,0.00008539617,0.0103484,0.0003870837,0.0004261177,0.0007112362,0.00669507,0.9645698,0.00004774638],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01299954,0.02922633,0.002730291,0.02144701,0.004298934,0.0001189478,0.003378733,0.001478729,0.9243214],"genre_scores_gemma":[0.04268977,0.01375552,0.002960659,0.005119987,0.003017576,0.0001247087,0.002526555,0.0003465435,0.9294587],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1883163,"threshold_uncertainty_score":0.2686104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005567734934489835,"score_gpt":0.1895852381473545,"score_spread":0.1840175032128646,"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."}}