{"id":"W4386068326","doi":"10.1056/evidctcs2300050","title":"Challenges Faced and Lessons Learned from Our Trial of VTE Prophylaxis","year":2023,"lang":"en","type":"article","venue":"NEJM Evidence","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Venous thromboembolism; Medicine; Clinical trial; Intensive care medicine; Secondary prophylaxis; Internal medicine; Thrombosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003772568,0.0001160034,0.0004323015,0.0001009166,0.00004569047,0.00001499147,0.0001040302,0.00007364238,0.00002501701],"category_scores_gemma":[0.0005835088,0.00009665346,0.00006723939,0.0001835596,0.0000361434,0.00009386999,0.0001343972,0.0001158868,0.00009533126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837904,"about_ca_system_score_gemma":0.00004686139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702297,"about_ca_topic_score_gemma":0.00006154331,"domain_scores_codex":[0.9988582,0.00006074675,0.0002195089,0.0003457222,0.0003190929,0.0001967496],"domain_scores_gemma":[0.9992243,0.0001716263,0.00009113384,0.0003671305,0.00005608177,0.0000897397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00669196,0.0007914928,0.001384764,0.001166089,0.0004307161,0.0001426528,0.005955639,0.00002502377,0.0293773,0.002892353,0.01481851,0.9363235],"study_design_scores_gemma":[0.05092738,0.01079612,0.8720408,0.00535217,0.0009338435,0.000007014886,0.01056933,0.0004976845,0.01723382,0.00661789,0.02424587,0.0007781005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475961,0.003408524,0.00001182205,0.04692524,0.0002884019,0.0007699448,0.000006760823,0.0001048387,0.000888373],"genre_scores_gemma":[0.9638635,0.03513034,0.0001390363,0.0001222623,0.0001947401,0.00007181332,0.000004405722,0.00001581008,0.0004580858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9355454,"threshold_uncertainty_score":0.3941414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2962532954109648,"score_gpt":0.4078511201594526,"score_spread":0.1115978247484878,"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."}}