{"id":"W4406523281","doi":"10.1016/j.yvas.2015.06.066","title":"10.1016/j.yvas.2015.06.066","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Shunt (medical); Ligation; Damage control; Surgery; Anesthesia","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":[0.0005095782,0.0009187392,0.0004900306,0.001263669,0.0007406726,0.002066413,0.0007441633,0.002861283,0.8410467],"category_scores_gemma":[0.001410697,0.0003549378,0.0005644524,0.0005437499,0.000670756,0.002094548,0.0009516734,0.001548018,0.73944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245212,"about_ca_system_score_gemma":0.0009868954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749264,"about_ca_topic_score_gemma":0.001797549,"domain_scores_codex":[0.9997403,0.00002589465,0.00002890024,0.00006141184,0.00006978306,0.0000736992],"domain_scores_gemma":[0.9989533,0.0001622695,0.0001532822,0.00004654193,0.0002062258,0.0004782489],"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":[0.0004024698,0.0003957024,0.01061008,0.0005880685,0.00006164715,0.001076442,0.00009811322,0.0002446769,0.0008464024,0.003328762,0.2631819,0.7191657],"study_design_scores_gemma":[0.0001185722,0.0002548801,0.01172274,0.001533233,0.00007317335,0.01280026,0.0003359887,0.0003505076,0.0007418252,0.005764113,0.9662607,0.00004394881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01319929,0.02506238,0.003062211,0.01497042,0.004980966,0.0001262682,0.002823729,0.001687542,0.9340872],"genre_scores_gemma":[0.03678146,0.01005125,0.002393797,0.003849075,0.002934962,0.0001022837,0.002131376,0.0003702872,0.9413855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1589533,"threshold_uncertainty_score":0.2267275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006927743226151271,"score_gpt":0.207437980787907,"score_spread":0.2005102375617557,"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."}}