{"id":"W2328734504","doi":"10.1016/s2352-3026(16)00027-2","title":"Real life studies and good clinical practice – Authors' reply","year":2016,"lang":"en","type":"letter","venue":"The Lancet Haematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences","funders":"","keywords":"Rivaroxaban; Medicine; Clinical trial; Major bleeding; Thrombosis; Deep vein; Discontinuation; Apixaban; Surgery; Internal medicine; Warfarin; Atrial fibrillation","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":[0.0205268,0.0008078261,0.002880282,0.001524153,0.003803889,0.008668168,0.003303653,0.09410692,0.008239853],"category_scores_gemma":[0.2195229,0.001535719,0.001316348,0.001664875,0.0105147,0.007770879,0.005688064,0.07051501,0.005648169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593491,"about_ca_system_score_gemma":0.008811833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593139,"about_ca_topic_score_gemma":0.004709405,"domain_scores_codex":[0.9747911,0.01128838,0.004309955,0.002540276,0.005383261,0.00168688],"domain_scores_gemma":[0.7690807,0.1731345,0.01676647,0.007092978,0.02114369,0.0127817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004025191,0.00001275277,0.0004535919,0.0001109092,0.00004025175,0.0006858406,0.0003505436,0.00003743449,0.0000370934,0.002505987,0.9921883,0.003537054],"study_design_scores_gemma":[0.0004321135,0.00007505327,0.001615168,0.001671626,0.0001422512,0.002545383,0.001752617,0.0003372697,0.0002380082,0.02582448,0.965128,0.0002379427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007396486,0.0007999804,0.00002642318,0.9840576,0.01472622,0.000003231062,0.00001824587,0.000005912785,0.0002885016],"genre_scores_gemma":[0.001833777,0.0005365746,0.00008988188,0.9539415,0.04269128,0.00002518938,0.00001071265,0.00001338566,0.0008575816],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09410692,"threshold_uncertainty_score":0.1085574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179720788814604,"score_gpt":0.4285029927085008,"score_spread":0.3105309138270404,"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."}}