{"id":"W4406522175","doi":"10.1016/j.yvas.2014.05.037","title":"10.1016/j.yvas.2014.05.037","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; Atherectomy; Balloon; Angioplasty; Critical limb ischemia; Cardiology; Surgery; Vascular disease; Stent; Arterial disease; Restenosis","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":[0.00008029516,0.000148885,0.0002032743,0.00006899142,0.00004645751,0.00002533296,0.0001225677,0.00003560837,0.9990303],"category_scores_gemma":[0.00001373347,0.0001338647,0.00008370877,0.0001356349,0.00002676904,0.00006655205,0.00004574833,0.0000757671,0.9976944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006704919,"about_ca_system_score_gemma":0.00002443098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299067,"about_ca_topic_score_gemma":1.249086e-7,"domain_scores_codex":[0.9990101,0.00002328972,0.0001690057,0.0002626092,0.0002460787,0.000288916],"domain_scores_gemma":[0.9992116,0.0000112884,0.00001740165,0.0004204303,0.0000299953,0.0003092895],"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":[0.0001499303,0.00009537376,6.991975e-7,0.00001489441,0.0000330193,0.00004158935,0.000008834824,0.0000166182,0.00005913648,4.4389e-7,0.5824265,0.417153],"study_design_scores_gemma":[0.000634192,0.0002860769,0.0008545499,0.00003570496,0.00008037024,0.00001209241,0.000001230225,0.0002320703,0.00003384868,0.000004928799,0.997673,0.0001519092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003470807,0.00006146299,9.446357e-7,0.002015769,0.000001873614,0.0003775272,0.00001011984,0.0002132255,0.9938483],"genre_scores_gemma":[0.0008357739,3.630812e-7,0.0001318925,0.0007613507,0.0002030744,0.00003961301,0.00003637234,0.00002960089,0.9979619],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.417001,"threshold_uncertainty_score":0.5458846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005961128931688398,"score_gpt":0.1924972969999472,"score_spread":0.1865361680682588,"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."}}