{"id":"W3174054835","doi":"10.1136/bmjopen-2020-045905","title":"Thromboembolic risk stratification by TRiP(cast) score to rationalise thromboprophylaxis in patients with lower leg trauma requiring immobilisation: a study protocol of the casting stepped-wedge cluster randomised trial","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Santé et des Services sociaux","keywords":"Medicine; Observational study; Informed consent; Incidence (geometry); Fondaparinux; Clinical trial; Emergency medicine; Compression stockings; Venous thromboembolism; Thrombosis; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014764,0.004044296,0.006165449,0.0009674642,0.001062207,0.002285734,0.00222576,0.004287013,0.02350404],"category_scores_gemma":[0.01528266,0.001586562,0.003568365,0.001215801,0.002219914,0.001278927,0.001080504,0.002855627,0.003979504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003642,"about_ca_system_score_gemma":0.006226528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001849389,"about_ca_topic_score_gemma":0.002582752,"domain_scores_codex":[0.9903554,0.006822118,0.0005277526,0.0007501932,0.0006657467,0.0008788537],"domain_scores_gemma":[0.9949734,0.001626713,0.001089811,0.0007485179,0.000738923,0.0008226146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9816806,0.004205771,0.0004931024,0.002869843,0.000845564,0.00007122098,0.0001470779,0.0006832732,0.0007652218,0.000719458,0.002061066,0.00545774],"study_design_scores_gemma":[0.9797615,0.01604564,0.0006369342,0.0002009747,0.0003792576,0.00001632446,0.00002468511,0.0005419475,0.0001501096,0.0004282818,0.001793495,0.0000209941],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08768591,0.001290623,0.002812354,0.001016154,0.001215153,0.8995082,0.002977614,0.0001712957,0.003322754],"genre_scores_gemma":[0.07805944,0.0006507434,0.005796344,0.0008558259,0.0004209254,0.9102027,0.0009350486,0.00002328413,0.003055713],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02350404,"threshold_uncertainty_score":0.0786289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05316881376194774,"score_gpt":0.3677524102923692,"score_spread":0.3145835965304214,"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."}}