{"id":"W4406387456","doi":"10.1016/j.yvas.2015.06.101","title":"10.1016/j.yvas.2015.06.101","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; Great saphenous vein; Vein; Surgery; Ablation; Saphenous veins; Cardiology; Internal medicine","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":[0.000589932,0.0009723586,0.0005572517,0.001424809,0.0008250429,0.002564743,0.0009013175,0.00340032,0.829807],"category_scores_gemma":[0.00170036,0.0003624009,0.0005784704,0.000607435,0.0008508749,0.002403577,0.001049445,0.001852871,0.7380297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008152117,"about_ca_system_score_gemma":0.0012366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001899643,"about_ca_topic_score_gemma":0.001853602,"domain_scores_codex":[0.9996779,0.00003456151,0.00003178446,0.00008003159,0.00009089556,0.00008473336],"domain_scores_gemma":[0.9990626,0.0001661431,0.0001258225,0.0000540666,0.0001956918,0.0003957567],"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":[0.0003729745,0.0003386201,0.007732298,0.0005349627,0.00005587139,0.000905845,0.00009935893,0.0002320604,0.0006712336,0.00483498,0.2820507,0.7021711],"study_design_scores_gemma":[0.0001147841,0.0002186309,0.00784192,0.001444448,0.00006672529,0.009137025,0.0003058875,0.0003338613,0.0005889258,0.007251542,0.9726582,0.0000380483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008245562,0.03122736,0.003018681,0.01728901,0.004710461,0.00011672,0.002836346,0.001613214,0.9309427],"genre_scores_gemma":[0.03792084,0.01499641,0.003290984,0.005113545,0.00320476,0.000133494,0.002317708,0.0004329116,0.9325893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.170193,"threshold_uncertainty_score":0.2427595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008109570475385686,"score_gpt":0.2156177365349833,"score_spread":0.2075081660595976,"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."}}