{"id":"W2783423772","doi":"10.1503/cmaj.109-5539","title":"Study by proponent of neck vein-widening therapy for MS finds treatment ineffective","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Medicine; Percutaneous; Randomized controlled trial; Surgery; Vein; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01710207,0.001143549,0.002721605,0.0005769781,0.001355974,0.002046138,0.0013287,0.006146312,0.02689205],"category_scores_gemma":[0.03508484,0.0005447711,0.002413867,0.001080366,0.002078733,0.002128403,0.0006311683,0.004801848,0.003037603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037432,"about_ca_system_score_gemma":0.002311064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001132014,"about_ca_topic_score_gemma":0.002111866,"domain_scores_codex":[0.9927952,0.003518148,0.000953681,0.001397184,0.0009472819,0.0003885407],"domain_scores_gemma":[0.97823,0.01320494,0.003383559,0.002006624,0.001761281,0.001413465],"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":[0.8004891,0.004530933,0.02272527,0.005939679,0.01681485,0.0003434611,0.0004218443,0.0001723395,0.003574302,0.005288261,0.0285811,0.1111189],"study_design_scores_gemma":[0.6285827,0.1261332,0.04476395,0.004191414,0.04051128,0.0006228549,0.0005509444,0.00074168,0.003537448,0.00991918,0.1402846,0.0001608285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.564885,0.1202035,0.005621155,0.14526,0.04102951,0.01320265,0.01299947,0.0003475702,0.09645116],"genre_scores_gemma":[0.8600596,0.01533182,0.004050219,0.07705228,0.02029049,0.004734522,0.002909659,0.0001263647,0.01544497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02689205,"threshold_uncertainty_score":0.09044552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324789451899981,"score_gpt":0.2885827733568986,"score_spread":0.2753348788378988,"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."}}