{"id":"W2001323177","doi":"10.1177/000331970305400201","title":"The LONFLIT4-Venoruton Study","year":2003,"lang":"en","type":"article","venue":"Angiology","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Edema; Varicose veins; Microangiopathy; Placebo; Randomized controlled trial; Surgery; Ankle; Anesthesia; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001727917,0.001184984,0.001513222,0.0002522428,0.0004306615,0.0008053143,0.00077737,0.001826003,0.007345339],"category_scores_gemma":[0.0007701695,0.0003776356,0.0008447205,0.0003512919,0.0004922166,0.0005800289,0.000327979,0.001117437,0.001438744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003902858,"about_ca_system_score_gemma":0.0006127184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005584498,"about_ca_topic_score_gemma":0.001054515,"domain_scores_codex":[0.9991446,0.000538413,0.00003278573,0.00009625407,0.00007079516,0.0001172971],"domain_scores_gemma":[0.9995295,0.0000817957,0.0001153516,0.00004839985,0.00003336392,0.0001916727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7860718,0.02144756,0.07627933,0.002317246,0.002988874,0.001242756,0.0002225527,0.0003333765,0.008773438,0.001339655,0.007817714,0.09116576],"study_design_scores_gemma":[0.5425854,0.2210839,0.2041576,0.0005652486,0.001911661,0.001132128,0.0001789036,0.0004376916,0.001200611,0.0006205905,0.02603569,0.00009059649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597964,0.01640901,0.0003608159,0.001338728,0.0003423088,0.001630738,0.003305094,0.00003969848,0.01677709],"genre_scores_gemma":[0.9666587,0.006100082,0.0009415381,0.003223229,0.0009407501,0.002971352,0.004581857,0.00001956341,0.01456292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007345339,"threshold_uncertainty_score":0.02457261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718983398008481,"score_gpt":0.3034140082579436,"score_spread":0.2862241742778587,"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."}}