{"id":"W3211823450","doi":"10.1183/13993003.01801-2021","title":"Evaluation of the PADIS score stratifying risk for venous thromboembolism recurrence after a first unprovoked pulmonary embolism: results from the REVERSE study","year":2021,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University; Ottawa Hospital; St. Boniface Hospital; University of Ottawa","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research","keywords":"Medicine; Pulmonary embolism; Venous thromboembolism; Confidence interval; Major bleeding; Thrombosis; Venous thrombosis; Anticoagulant therapy; Internal medicine; Pediatrics; Myocardial infarction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00359188,0.0008578521,0.001008967,0.0004951507,0.0002286752,0.0008584862,0.000706645,0.0005484544,0.001570006],"category_scores_gemma":[0.006978917,0.0002230367,0.001340571,0.000428896,0.0003504045,0.0004732471,0.0005257657,0.001269767,0.0006770703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005114441,"about_ca_system_score_gemma":0.0007485453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008732018,"about_ca_topic_score_gemma":0.008385666,"domain_scores_codex":[0.9990261,0.0003203484,0.00007664094,0.0001896328,0.0003096111,0.00007764351],"domain_scores_gemma":[0.9964995,0.0009493686,0.0006056422,0.0005951377,0.0007748627,0.0005755145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04271545,0.0008769038,0.907973,0.0002658933,0.002331323,0.0001356168,0.0001794672,0.0002600067,0.001525925,0.000258162,0.003469937,0.04000842],"study_design_scores_gemma":[0.005641485,0.01054915,0.9719335,0.0001669754,0.003813721,0.000628965,0.0002055629,0.001963291,0.0006278745,0.0002749918,0.004120528,0.00007389383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879276,0.00346066,0.000707457,0.0006514391,0.0001360107,0.000353531,0.003068253,0.00003483989,0.00366023],"genre_scores_gemma":[0.9865835,0.001394675,0.00187107,0.0004809042,0.0003868115,0.0002046415,0.007190523,0.00003133082,0.001856516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008732018,"threshold_uncertainty_score":0.01899588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294047811039606,"score_gpt":0.3019245187606326,"score_spread":0.2089840406502366,"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."}}