{"id":"W4406504896","doi":"10.1016/j.yvas.2014.04.084","title":"10.1016/j.yvas.2014.04.084","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; Varicose veins; Sclerotherapy; Saphenous veins; Surgery; Ablation; Laser ablation; Great saphenous vein; Laser; Vein; Cardiology; Optics","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":[0.0005549224,0.0008656398,0.0005075137,0.001250104,0.0007397266,0.002210467,0.0007981071,0.002848498,0.8215068],"category_scores_gemma":[0.00154442,0.0003646938,0.000523888,0.0005686122,0.0007403881,0.002100914,0.0008575292,0.001697749,0.7180456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007610879,"about_ca_system_score_gemma":0.001155912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002179659,"about_ca_topic_score_gemma":0.00209625,"domain_scores_codex":[0.99971,0.00002816637,0.00002744489,0.00007206974,0.00008481053,0.00007751031],"domain_scores_gemma":[0.9991315,0.000149095,0.0001233817,0.00004326835,0.0001879769,0.0003647766],"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":[0.0003993611,0.0003163619,0.009178389,0.000482499,0.00005564362,0.0007313201,0.00009418691,0.000233336,0.0007158837,0.004600033,0.2875035,0.6956894],"study_design_scores_gemma":[0.0001061266,0.0002159312,0.01015002,0.001348968,0.00006490663,0.008498102,0.0003167416,0.0003347308,0.0005731233,0.006389532,0.9719641,0.00003763561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01051587,0.03415426,0.003066298,0.0202959,0.00496996,0.0001107902,0.003547659,0.001588363,0.9217509],"genre_scores_gemma":[0.03784854,0.01440348,0.003085254,0.004571058,0.002842375,0.0001095387,0.002553568,0.0003709424,0.9342151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1784932,"threshold_uncertainty_score":0.2545989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006989118752057009,"score_gpt":0.2027163016949424,"score_spread":0.1957271829428854,"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."}}