{"id":"W4308638912","doi":"10.4244/eij-d-22-00732","title":"Acute outcomes for the full US cohort of the FLASH mechanical thrombectomy registry in pulmonary embolism ","year":2023,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Radiology and Biomedical Imaging, University of California, San Francisco; National Center for Advancing Translational Sciences; NYU Grossman School of Medicine; Perelman School of Medicine, University of Pennsylvania; Saint Luke's Health System; Yale University; Northwell Health; University of Minnesota; University of Missouri; York University; University of Pennsylvania","keywords":"Medicine; Pulmonary embolism; Internal medicine; Adverse effect; Pulmonary artery; Cardiology; Cohort; Prospective cohort study; Clinical endpoint; Intensive care unit; Population; Surgery; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229021,0.0001536583,0.0004300572,0.00009863188,0.00009009968,0.00002050414,0.0002856167,0.00006415296,0.0001166658],"category_scores_gemma":[0.0001925397,0.00009168671,0.000589681,0.000350064,0.0000646542,0.00005748419,0.0002384296,0.0001741195,0.00007210822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005228124,"about_ca_system_score_gemma":0.00002549236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001137073,"about_ca_topic_score_gemma":0.0003222862,"domain_scores_codex":[0.9985446,0.00008791772,0.0004896472,0.0002872788,0.0003223672,0.0002682364],"domain_scores_gemma":[0.9988978,0.0001498199,0.0001991406,0.0006512962,0.00006154663,0.00004042966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008092258,0.004201178,0.7102076,0.002342053,0.003422072,0.0001579502,0.0008591589,0.0002596751,0.0350037,0.02166354,0.2100968,0.01097701],"study_design_scores_gemma":[0.0009012149,0.0001639893,0.9811779,0.0003243275,0.0004700985,0.00002462182,0.00009342074,0.0007511449,0.0008212433,0.0007720381,0.01440833,0.00009170132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877577,0.0001033725,0.000719039,0.007826435,0.0009280296,0.001653204,0.00003037119,0.00008145879,0.0009004114],"genre_scores_gemma":[0.9931771,0.0002230308,0.00009546307,0.0003100183,0.00008689489,0.00009473285,0.00005562175,0.00003396048,0.005923236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709703,"threshold_uncertainty_score":0.3738875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283806530833532,"score_gpt":0.3242990255432285,"score_spread":0.2914609602348932,"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."}}