{"id":"W4406505217","doi":"10.1016/j.yvas.2014.04.081","title":"10.1016/j.yvas.2014.04.081","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sclerotherapy; Varicose veins; Surgery; Ablation; Saphenous veins; Laser ablation; 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":[0.000570822,0.0008514898,0.0005087541,0.001235507,0.0007515451,0.002238072,0.0008029501,0.002885969,0.8155842],"category_scores_gemma":[0.001646256,0.0003573595,0.0005366302,0.0005478199,0.0007225258,0.00216483,0.0008877901,0.001734305,0.7072148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800675,"about_ca_system_score_gemma":0.001159212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265811,"about_ca_topic_score_gemma":0.002156124,"domain_scores_codex":[0.9997038,0.00002976138,0.00002765697,0.00007102406,0.00008802469,0.00007965439],"domain_scores_gemma":[0.9990973,0.0001516723,0.0001243105,0.000044346,0.0001984597,0.0003839142],"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":[0.0003964483,0.0003241629,0.00912709,0.0004738751,0.00005412378,0.0007471956,0.0000974768,0.0002352415,0.0007200136,0.004695383,0.2925736,0.6905553],"study_design_scores_gemma":[0.0001020424,0.000214958,0.009949236,0.001295101,0.00006256315,0.008337129,0.0003190996,0.0003240076,0.0005777106,0.006437045,0.9723446,0.00003661987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01058687,0.03375385,0.003196004,0.02163014,0.005326719,0.0001132964,0.003537279,0.001555414,0.9203005],"genre_scores_gemma":[0.03798689,0.01427443,0.003188133,0.004728253,0.002968441,0.0001100096,0.002619762,0.0003755047,0.9337485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1844158,"threshold_uncertainty_score":0.2630467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006978509769568829,"score_gpt":0.2026489650329092,"score_spread":0.1956704552633404,"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."}}