{"id":"W4406521876","doi":"10.1016/j.yvas.2013.09.003","title":"10.1016/j.yvas.2013.09.003","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; Revascularization; Ligation; Dialysis; Ischemia; Surgery; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007628319,0.0001490058,0.0002024071,0.00006704051,0.00004700145,0.00002497805,0.0001183916,0.00003572898,0.9988743],"category_scores_gemma":[0.00001292281,0.0001342169,0.00008069885,0.000166154,0.00002652765,0.00006849716,0.0000436351,0.00007606809,0.9972962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000648453,"about_ca_system_score_gemma":0.00002344851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002315997,"about_ca_topic_score_gemma":1.956938e-7,"domain_scores_codex":[0.9990169,0.00002340806,0.0001688084,0.0002565708,0.0002444462,0.0002898807],"domain_scores_gemma":[0.9992244,0.00001043198,0.00001711066,0.0004100341,0.00002698224,0.0003110769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001449893,0.0001065401,7.4693e-7,0.00001571347,0.00003576194,0.00003503996,0.000009622583,0.00002132056,0.00005386205,4.624187e-7,0.5395333,0.4600426],"study_design_scores_gemma":[0.0006243243,0.0002473259,0.0007509651,0.00003828001,0.00007808259,0.00001143087,0.000001269198,0.0002709731,0.00003010279,0.000004897832,0.9977894,0.0001529783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003546388,0.00007225641,8.728224e-7,0.002544388,0.000001673067,0.0004010508,0.000009951636,0.0001979444,0.9932255],"genre_scores_gemma":[0.0006163465,5.557219e-7,0.0001428557,0.0005607918,0.0001837695,0.00004230708,0.00003314791,0.00002902838,0.9983912],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4598897,"threshold_uncertainty_score":0.5473208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006281781481247212,"score_gpt":0.1900198956042422,"score_spread":0.183738114122995,"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."}}