{"id":"W4406505274","doi":"10.1016/j.yvas.2015.06.140","title":"10.1016/j.yvas.2015.06.140","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; Popliteal artery; Endovascular treatment; Surgery; Radiology; Aneurysm","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":[0.0005171692,0.0009636286,0.0005383645,0.00146122,0.0007452509,0.002157791,0.0008265895,0.002967168,0.8257651],"category_scores_gemma":[0.001379473,0.0003363547,0.00058561,0.0005890631,0.0006807973,0.002023778,0.001015321,0.001568381,0.7323254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104002,"about_ca_system_score_gemma":0.00112311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683135,"about_ca_topic_score_gemma":0.001854055,"domain_scores_codex":[0.9997187,0.00003181606,0.00002925713,0.00006715429,0.0000758289,0.00007728807],"domain_scores_gemma":[0.9991944,0.0001372813,0.0001130892,0.00003883706,0.0001478723,0.0003686297],"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":[0.0003303367,0.0004002128,0.009456812,0.0005216069,0.00005612476,0.0008602383,0.00008901039,0.0002228608,0.0005544035,0.003200138,0.2731785,0.7111297],"study_design_scores_gemma":[0.0001674704,0.0002777738,0.01074668,0.001815083,0.00009022452,0.009853048,0.000324085,0.0004323658,0.0006336967,0.007206606,0.9684094,0.00004370952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00915605,0.02604498,0.002463373,0.01580928,0.003704464,0.0001214811,0.002857353,0.001453435,0.9383896],"genre_scores_gemma":[0.03762263,0.0141707,0.002760615,0.004739963,0.003273028,0.0001341761,0.002278241,0.0003780655,0.9346426],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1742349,"threshold_uncertainty_score":0.2485248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005986077732716443,"score_gpt":0.1994542604208647,"score_spread":0.1934681826881482,"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."}}