{"id":"W1982740710","doi":"10.1186/1471-2288-12-3","title":"Comparing multiple competing interventions in the absence of randomized trials using clinical risk-benefit analysis","year":2012,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Health Canada; Western University","funders":"University of Ottawa; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Ximelagatran; Fondaparinux; Randomized controlled trial; Orthopedic surgery; Psychological intervention; Placebo; Clinical trial; Warfarin; Physical therapy; Thrombosis; Surgery; Internal medicine; Dabigatran; Venous thromboembolism","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4374229,0.004902272,0.0128473,0.007504321,0.0009512787,0.007150561,0.004415891,0.005831705,0.006759278],"category_scores_gemma":[0.5900668,0.002620089,0.01411876,0.004144793,0.00446368,0.005135098,0.00522452,0.006462678,0.0005300147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004714729,"about_ca_system_score_gemma":0.00605332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647897,"about_ca_topic_score_gemma":0.0009507934,"domain_scores_codex":[0.3758078,0.5878139,0.01458872,0.01021284,0.01076512,0.0008115901],"domain_scores_gemma":[0.1765328,0.7963843,0.01235963,0.01091594,0.003044094,0.000763208],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01679143,0.001157276,0.01918301,0.01807266,0.05834197,0.001540298,0.00105799,0.5590798,0.001304322,0.165485,0.003331441,0.1546548],"study_design_scores_gemma":[0.003966311,0.003159752,0.002017924,0.001888662,0.010606,0.0003819604,0.0001113188,0.7755641,0.001068385,0.1962035,0.00478072,0.000251379],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01577538,0.005429813,0.9675274,0.001887919,0.0006873091,0.005709269,0.0005508887,0.0004079612,0.002024045],"genre_scores_gemma":[0.2857071,0.001948719,0.6930794,0.001204528,0.0004192182,0.01619214,0.0004137413,0.0001689582,0.000866048],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5625771,"threshold_uncertainty_score":0.6937577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8530265573624219,"score_gpt":0.656739807391179,"score_spread":0.196286749971243,"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."}}