{"id":"W4405052898","doi":"10.1182/blood-2024-209110","title":"Prospective Evaluation of the Prevalence of Pulmonary Embolism in Patients with Chronic Obstructive Pulmonary Disease Exacerbation: Challenges and Feasibility","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Prospective cohort study; Exacerbation; Pulmonary embolism; D-dimer; Internal medicine; Acute exacerbation of chronic obstructive pulmonary disease; Cohort; Pulmonary disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02275696,0.0004649382,0.0006487222,0.001710037,0.0007168428,0.001388921,0.001041923,0.001012576,0.0009703688],"category_scores_gemma":[0.02938023,0.0004591015,0.0008233658,0.001529737,0.000955991,0.001422312,0.002253276,0.0005838133,0.0004252017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659007,"about_ca_system_score_gemma":0.001673433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001345179,"about_ca_topic_score_gemma":0.001883508,"domain_scores_codex":[0.9792593,0.01351283,0.002246714,0.001058265,0.003145442,0.0007774104],"domain_scores_gemma":[0.9683254,0.01288444,0.008657612,0.002564882,0.005753372,0.001814373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001065632,0.00004353571,0.9985242,0.00002462169,0.00002033799,0.00002301975,0.00007211557,0.00001874342,0.00005849115,0.00001295767,0.00002192492,0.001073578],"study_design_scores_gemma":[0.00003327193,0.001090677,0.9969323,0.00004768557,0.00003537984,0.0004912546,0.0004445216,0.0004383843,0.0001323011,0.0000493585,0.0002947975,0.00001005769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958074,0.0008891808,0.0008904414,0.0002895347,0.00002372343,0.0004402635,0.0004669541,0.000006147667,0.001186317],"genre_scores_gemma":[0.9973965,0.0002307363,0.001337142,0.00006232718,0.0000488862,0.0003280491,0.000525167,0.00000232958,0.00006892705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02275696,"threshold_uncertainty_score":0.1203518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432704655986836,"score_gpt":0.289421396031286,"score_spread":0.2650943494714177,"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."}}