{"id":"W4406522676","doi":"10.1016/j.yvas.2015.06.177","title":"10.1016/j.yvas.2015.06.177","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; Sclerotherapy; Reduction (mathematics); Catheter; Anesthesia; Surgery","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":[0.0005963831,0.001006876,0.0005839454,0.001572137,0.000847918,0.002624142,0.0009089616,0.003201777,0.8380451],"category_scores_gemma":[0.001655537,0.0003895218,0.0005876348,0.0007040057,0.000836378,0.002440131,0.001040602,0.001752318,0.7591575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007899394,"about_ca_system_score_gemma":0.001254688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187656,"about_ca_topic_score_gemma":0.00182401,"domain_scores_codex":[0.9996727,0.00003384602,0.00003403379,0.00008576401,0.00009335708,0.00008033926],"domain_scores_gemma":[0.9991131,0.0001656425,0.0001318216,0.00005434611,0.0001959337,0.0003391424],"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":[0.0003092065,0.0003028332,0.00723381,0.0005598805,0.00005360358,0.0008022882,0.00009715291,0.0002101058,0.000550155,0.00442661,0.2888701,0.6965843],"study_design_scores_gemma":[0.0001052254,0.0001963653,0.007253935,0.001555906,0.00007329181,0.008952602,0.0002945893,0.0003309196,0.0005132938,0.007054383,0.9736312,0.00003822143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007370687,0.03258333,0.002941522,0.01529837,0.004657835,0.0001283823,0.003108022,0.001611417,0.9323004],"genre_scores_gemma":[0.0346186,0.01622381,0.003136866,0.00489976,0.003318231,0.0001402174,0.002412048,0.0004240927,0.9348263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1619549,"threshold_uncertainty_score":0.2310091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007520996289420335,"score_gpt":0.2132595391447898,"score_spread":0.2057385428553695,"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."}}