{"id":"W3095106016","doi":"10.1183/13993003.congress-2020.1860","title":"Predictors of Residual Pulmonary Vascular Obstruction after Pulmonary Embolism: results from a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pulmonary embolism; Internal medicine; Prospective cohort study; Odds ratio; Cohort; Multivariate analysis; Population; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002161451,0.0005251404,0.0005627799,0.0008234398,0.000500143,0.0009670532,0.0005191133,0.00068192,0.001361417],"category_scores_gemma":[0.003972698,0.000592947,0.0009656574,0.0010997,0.0003253394,0.0006310365,0.0006919575,0.0008628922,0.0002925138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002792866,"about_ca_system_score_gemma":0.0004384069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006755137,"about_ca_topic_score_gemma":0.006430561,"domain_scores_codex":[0.9985871,0.0004440651,0.0001652493,0.0003678044,0.0002485989,0.0001872951],"domain_scores_gemma":[0.9972638,0.0006979389,0.0007790134,0.0004179237,0.0002827743,0.0005584736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001440561,0.00004566605,0.998973,0.000005642638,0.000103151,0.00007363737,0.00006694121,0.00002436131,0.000101733,0.000006154114,0.00006689507,0.0003888007],"study_design_scores_gemma":[0.00002509597,0.0001261055,0.9990932,0.000006032034,0.000070251,0.0002203973,0.00014374,0.0001806165,0.00002433665,0.000008135356,0.0000969156,0.000005094341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991996,0.0001116656,0.00009023589,0.00002358146,0.000006060655,0.00001545896,0.0004404644,0.000002383762,0.0001107144],"genre_scores_gemma":[0.9990708,0.00007735179,0.0001020543,0.00002552505,0.00001079509,0.00001927312,0.0006276653,0.000003127103,0.00006341867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006755137,"threshold_uncertainty_score":0.01343167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115616916987642,"score_gpt":0.2321403077413876,"score_spread":0.2209841385715112,"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."}}