{"id":"W4406521553","doi":"10.1016/j.yvas.2016.06.027","title":"10.1016/j.yvas.2016.06.027","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reflux; Radiofrequency ablation; Great saphenous vein; Vein; Saphenous veins; Ablation; Cohort; Surgery; Internal medicine; Anatomy; 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":[0.0005366773,0.0008971432,0.0005294229,0.001217122,0.0007203395,0.002386704,0.0008365334,0.002946574,0.8053281],"category_scores_gemma":[0.001454371,0.0003517376,0.0004916082,0.0005416617,0.000695651,0.002118856,0.0008456293,0.001660392,0.7167335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007304804,"about_ca_system_score_gemma":0.001182633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119928,"about_ca_topic_score_gemma":0.002075559,"domain_scores_codex":[0.9997236,0.0000253728,0.00002748267,0.00007000806,0.00008018047,0.00007323751],"domain_scores_gemma":[0.9991635,0.0001282677,0.0001240733,0.00004262198,0.0001850473,0.0003564225],"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":[0.0004368229,0.0002984866,0.00809822,0.0005410558,0.00005915697,0.0007907541,0.0001020056,0.0002599521,0.0008702236,0.004457725,0.281004,0.7030817],"study_design_scores_gemma":[0.0001036876,0.0002125153,0.00880077,0.001336835,0.0000665997,0.007944152,0.00029961,0.0003504195,0.0006465585,0.006251772,0.9739509,0.00003615594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01044224,0.03783272,0.003916904,0.02048026,0.005250763,0.0001276792,0.00403605,0.00188065,0.9160328],"genre_scores_gemma":[0.04009701,0.01563196,0.003956075,0.004743914,0.003026894,0.000130677,0.002958581,0.0004151102,0.9290397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1946719,"threshold_uncertainty_score":0.2776759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399715175637332,"score_gpt":0.2021723064517822,"score_spread":0.1947725912761449,"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."}}