{"id":"W1994390632","doi":"10.1016/j.thromres.2012.01.013","title":"Impact of thromboprophylaxis guidelines on clinical outcomes following total hip and total knee replacement","year":2012,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bayer (Canada); McMaster University; University of Toronto","funders":"Bayer Canada","keywords":"Medicine; Logistic regression; Total hip replacement; Odds ratio; Knee replacement; Venous thromboembolism; Retrospective cohort study; Internal medicine; Observational study; Hip replacement; Total knee replacement; Arthroplasty; Emergency medicine; Surgery; Thrombosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005941495,0.0003367535,0.001363812,0.0004310769,0.0002834292,0.00005027893,0.0001533436,0.0001988319,0.0007531252],"category_scores_gemma":[0.001962502,0.0002378225,0.0007371046,0.0004725175,0.0003286811,0.0002122631,0.0004893896,0.0006871085,0.0002111069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528405,"about_ca_system_score_gemma":0.0001606846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009462687,"about_ca_topic_score_gemma":0.000005028637,"domain_scores_codex":[0.995241,0.0004345656,0.001049024,0.000576484,0.001607552,0.001091388],"domain_scores_gemma":[0.9971212,0.0007807436,0.0001516021,0.0009671969,0.0004037093,0.0005755574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001964201,0.00335092,0.9597665,0.000140758,0.002115405,0.00000828564,0.0006260719,0.000007871882,0.002443848,0.0005605422,0.01756934,0.013214],"study_design_scores_gemma":[0.001963643,0.007248471,0.9888733,0.0001988903,0.0001967074,0.000006059337,0.0004480915,0.00004049182,0.0003256764,0.00005314345,0.0004277489,0.0002177836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894649,0.0004881654,0.000009996016,0.001044681,0.000494981,0.001293489,0.00001757104,0.00005913527,0.007127112],"genre_scores_gemma":[0.997344,0.0005036296,0.0008433535,0.0001761403,0.0003872627,0.000089932,0.00001995379,0.00006141414,0.0005743092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02910676,"threshold_uncertainty_score":0.969812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588281608696678,"score_gpt":0.529890702981625,"score_spread":0.2710625421119572,"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."}}