{"id":"W4406418510","doi":"10.1016/j.ysur.2015.10.005","title":"10.1016/j.ysur.2015.10.005","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Carotid stenting; Carotid endarterectomy; Stenosis; Endarterectomy; Surgery; Cardiology","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":[0.0006133979,0.0008205633,0.0004008909,0.001377704,0.0008602852,0.002283378,0.0008074432,0.002705397,0.8997308],"category_scores_gemma":[0.001548061,0.0002875192,0.000477042,0.0005873977,0.0006710341,0.002022932,0.001263148,0.00122697,0.8697888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006597236,"about_ca_system_score_gemma":0.001018608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00207718,"about_ca_topic_score_gemma":0.002112029,"domain_scores_codex":[0.9997582,0.00002049797,0.00002092886,0.00006295384,0.00007037967,0.00006696105],"domain_scores_gemma":[0.999076,0.000128189,0.0001189477,0.00005499187,0.0001842235,0.0004375135],"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":[0.0002027858,0.0002282336,0.004865214,0.00040235,0.00002422067,0.0004155065,0.0001341859,0.0002405809,0.0007510001,0.004992249,0.3243359,0.6634077],"study_design_scores_gemma":[0.00003802573,0.0000882021,0.004397051,0.0006799315,0.00002383832,0.002438391,0.0003013575,0.0002548044,0.0004070315,0.003342531,0.9880091,0.00001974646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006309493,0.009507146,0.003017683,0.009322061,0.003241488,0.0000985252,0.002751812,0.001900086,0.9638517],"genre_scores_gemma":[0.01585598,0.003513758,0.002133292,0.001942621,0.0007954944,0.0000604738,0.001614711,0.0002711414,0.9738125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1002692,"threshold_uncertainty_score":0.1430218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004346520776838016,"score_gpt":0.1880942181134694,"score_spread":0.1837476973366313,"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."}}