{"id":"W4220898850","doi":"10.3390/clinpract12020024","title":"Prevalence, Trends, and Outcomes of Pulmonary Embolism Treated with Mechanical and Surgical Thrombectomy from a Nationwide Inpatient Sample","year":2022,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Pulmonary embolism; Comorbidity; Healthcare Cost and Utilization Project; Diagnosis code; Demographics; Retrospective cohort study; Emergency medicine; Internal medicine; Health care; Population; Demography","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":[0.0008886911,0.0002072077,0.0003182935,0.001772795,0.0003919396,0.0006196086,0.0005679611,0.0003877538,0.0008413073],"category_scores_gemma":[0.003491009,0.0003555955,0.0004751653,0.00215622,0.0002331063,0.0006021952,0.0007988871,0.0004863171,0.0001734396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609487,"about_ca_system_score_gemma":0.0007035948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02384721,"about_ca_topic_score_gemma":0.03013401,"domain_scores_codex":[0.9985515,0.0002825051,0.0003992571,0.0002937885,0.000316746,0.0001561981],"domain_scores_gemma":[0.9968208,0.0004131468,0.001812415,0.0002288381,0.0004689069,0.0002558933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001736173,0.00001846712,0.9993599,0.000007912091,0.00002858984,0.00001745515,0.00003983307,0.00002138048,0.00005495359,0.000007403836,0.0001225694,0.0003042306],"study_design_scores_gemma":[0.000001930828,0.00002256595,0.9994878,0.000006413086,0.00001525567,0.00009133459,0.0001168793,0.000136429,0.00002297276,0.000004390789,0.0000915273,0.00000250025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947482,0.0001431016,0.000116612,0.00005098236,0.000005192078,0.00002328904,0.004513579,0.000005268559,0.0003936907],"genre_scores_gemma":[0.9933681,0.0001844002,0.0001716428,0.00005000858,0.00001316909,0.00005334318,0.006050809,0.000003584901,0.000105062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02384721,"threshold_uncertainty_score":0.04741681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546293656325255,"score_gpt":0.3259469107304777,"score_spread":0.3004839741672251,"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."}}