{"id":"W4387125508","doi":"10.1016/j.thromres.2023.09.013","title":"Pulmonary embolism diagnostic strategies in patients with COPD exacerbation: Post-hoc analysis of the PEP trial","year":2023,"lang":"en","type":"article","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Post-hoc analysis; Medicine; Post hoc; Exacerbation; COPD; Pulmonary embolism; Copd exacerbation; Internal medicine; Intensive care medicine; Acute exacerbation of chronic obstructive pulmonary disease","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":[0.001321584,0.0001919784,0.0008441835,0.001305935,0.0002038666,0.00006732358,0.0003831785,0.000107747,0.0004827003],"category_scores_gemma":[0.0005404173,0.0001251162,0.0001980748,0.006396148,0.0003346672,0.0001761456,0.0003332747,0.000386196,0.00007375462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00016405,"about_ca_system_score_gemma":0.000298307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009776333,"about_ca_topic_score_gemma":0.0004568944,"domain_scores_codex":[0.9962143,0.0004119478,0.0004827554,0.0004494507,0.001824798,0.0006167421],"domain_scores_gemma":[0.997386,0.0009419564,0.0001174451,0.0008421721,0.0005938764,0.0001185088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02250458,0.01507532,0.8858038,0.001227459,0.008370276,0.0001325907,0.01061811,0.004838363,0.0007313557,0.01312506,0.01714693,0.02042614],"study_design_scores_gemma":[0.008761001,0.001656658,0.9854225,0.0001735203,0.0006824172,1.926706e-7,0.002225432,0.0002667997,0.00004031631,0.0001146518,0.0005277263,0.0001287956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902301,0.00008406651,0.000002765137,0.002027658,0.0001384602,0.002346616,0.00003827211,0.00005165342,0.005080417],"genre_scores_gemma":[0.9983494,0.0006662616,0.00002351121,0.00008949138,0.00008110046,0.000312163,0.0001797513,0.00003389476,0.0002643836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09961867,"threshold_uncertainty_score":0.528523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05034983881568337,"score_gpt":0.3607888382624156,"score_spread":0.3104389994467323,"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."}}