{"id":"W4406387465","doi":"10.1016/j.yvas.2013.07.001","title":"10.1016/j.yvas.2013.07.001","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; Ablation; Saphenous veins; Radiofrequency ablation; Surgery; Vein; 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":[0.0005770865,0.0009782969,0.0005701584,0.001358257,0.0007969411,0.002305655,0.0008733307,0.00314503,0.8461117],"category_scores_gemma":[0.001420091,0.0003803181,0.0005453769,0.0005880806,0.000745475,0.002297248,0.001000149,0.001814397,0.7573263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008298786,"about_ca_system_score_gemma":0.00116132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409124,"about_ca_topic_score_gemma":0.002317036,"domain_scores_codex":[0.9996989,0.00002864996,0.00002650626,0.00007331614,0.00008711904,0.00008566098],"domain_scores_gemma":[0.9991707,0.0001382151,0.000107564,0.00003896788,0.0001743828,0.000370255],"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":[0.0003735736,0.0003164516,0.007813762,0.0004697915,0.00005171957,0.0007347034,0.00008790163,0.0002496915,0.000801261,0.004387326,0.2739607,0.710753],"study_design_scores_gemma":[0.00008792645,0.0001879736,0.008263668,0.001118987,0.00005239834,0.007352853,0.0002771301,0.0003160156,0.0005697324,0.004844088,0.9768969,0.00003225718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009585403,0.03183971,0.00312739,0.01745428,0.0045218,0.0001074474,0.003271381,0.001679294,0.9284133],"genre_scores_gemma":[0.03015279,0.01312877,0.003182825,0.004062869,0.00237991,0.0001055129,0.002423086,0.0003655121,0.9441987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1538883,"threshold_uncertainty_score":0.219503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008538709191145437,"score_gpt":0.2070390029292765,"score_spread":0.198500293738131,"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."}}