{"id":"W4406392868","doi":"10.1016/j.yvas.2014.05.008","title":"10.1016/j.yvas.2014.05.008","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; Arterial disease; Peripheral; Revascularization; Internal medicine; Cardiology; Disease; Surgery; Vascular disease","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":[0.00008113951,0.0001466214,0.000203927,0.00006806914,0.00004624286,0.00002395011,0.000119597,0.0000355423,0.9988723],"category_scores_gemma":[0.00001335426,0.0001302964,0.00008560788,0.0001343923,0.0000275337,0.0000631045,0.00004474794,0.00007492739,0.9975406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006582314,"about_ca_system_score_gemma":0.00002484598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484659,"about_ca_topic_score_gemma":1.06021e-7,"domain_scores_codex":[0.9990225,0.00002513824,0.0001659906,0.0002570863,0.0002471637,0.0002821273],"domain_scores_gemma":[0.9992247,0.00001096801,0.00001723945,0.0004107737,0.00002965359,0.0003067036],"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":[0.0001420274,0.00009329528,6.920838e-7,0.00001498731,0.00003338133,0.00004625605,0.000009047697,0.00001577741,0.00005941519,3.645228e-7,0.5707281,0.4288566],"study_design_scores_gemma":[0.0006157084,0.0002819267,0.0008467505,0.00003528674,0.0000747254,0.00001801661,0.000001114525,0.0002309537,0.000035451,0.000004025655,0.9977083,0.0001477419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003457292,0.00006868783,9.878105e-7,0.001821197,0.000001796699,0.0003770757,0.000009206211,0.0002038957,0.9940599],"genre_scores_gemma":[0.000776555,6.110147e-7,0.0001260013,0.000661167,0.0001934189,0.0000378763,0.00003423783,0.00002896199,0.9981412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4287089,"threshold_uncertainty_score":0.5313334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005644532798757347,"score_gpt":0.1888708789789294,"score_spread":0.1832263461801721,"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."}}