{"id":"W3030403064","doi":"10.1097/md.0000000000020332","title":"Foam sclerotherapy compared with liquid sclerotherapy for the treatment of lower extremity varicose veins","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sclerotherapy; Medicine; Varicose veins; Confidence interval; Surgery; Meta-analysis; Randomized controlled trial; Polidocanol; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007116393,0.0002606474,0.0006566103,0.00004821096,0.0001040307,0.00000717493,0.0001102776,0.00004282759,0.0006665477],"category_scores_gemma":[0.00003167061,0.0001220517,0.0001636659,0.0002221504,0.0002532201,0.00003417907,0.000005230768,0.00004593299,0.000008573617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007079059,"about_ca_system_score_gemma":0.00009893731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181864,"about_ca_topic_score_gemma":0.0000215621,"domain_scores_codex":[0.9987837,0.00002619112,0.000292007,0.0003077638,0.0003457224,0.0002446331],"domain_scores_gemma":[0.9987727,0.0003339728,0.0001248979,0.0003822067,0.0001315946,0.0002545916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1534256,0.3663088,0.07068158,0.001024758,0.01234968,0.0005229036,0.02142893,0.0002637421,0.0145339,0.001791086,0.06255421,0.2951148],"study_design_scores_gemma":[0.06592625,0.5294465,0.06976487,0.001010648,0.003011111,0.00002781838,0.0009891524,0.001082275,0.009158952,0.00006414839,0.3190772,0.0004410445],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9243689,0.01290539,0.002175526,0.05598181,0.0001577249,0.003406372,0.00006971417,0.0001178451,0.0008167675],"genre_scores_gemma":[0.9903759,0.004216442,0.0003603991,0.00390392,0.0005486236,0.0003644423,0.00004750393,0.00004738157,0.0001353522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2946738,"threshold_uncertainty_score":0.7298231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07156663110150392,"score_gpt":0.307038962284619,"score_spread":0.2354723311831151,"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."}}