{"id":"W4389941460","doi":"10.1007/s00134-023-07275-6","title":"High and intermediate risk pulmonary embolism in the ICU","year":2023,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary embolism; Embolectomy; Intensive care medicine; Intensive care unit; Anesthesiology; Intensive care; Epidemiology; Complication; Emergency medicine; Surgery; Internal medicine; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004415504,0.0002166132,0.0006463012,0.0003680931,0.00008416219,0.00001205509,0.0001592572,0.00007953674,0.00008503367],"category_scores_gemma":[0.001572055,0.0001261054,0.00006264247,0.0005445834,0.0003214753,0.00004459469,0.0001466293,0.0003787083,0.0001020344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005568489,"about_ca_system_score_gemma":0.00002649908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404461,"about_ca_topic_score_gemma":0.0001390164,"domain_scores_codex":[0.9984452,0.00009949507,0.0003411958,0.000363411,0.0003883601,0.0003623995],"domain_scores_gemma":[0.9984282,0.000305247,0.00009439589,0.0004082072,0.0006467068,0.0001172592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003462952,0.0002143317,0.09679439,0.0009823525,0.0004611301,0.01131519,0.1286872,0.00002168678,0.001258687,0.004367611,0.4479752,0.3075759],"study_design_scores_gemma":[0.00154233,0.0006261454,0.8227325,0.0007390619,0.0003245982,0.0001120141,0.144559,0.00009770725,0.00006022558,0.0007317039,0.02833077,0.0001439184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574631,0.002679987,0.00001297558,0.03522028,0.001042853,0.0007842436,0.0000159438,0.0001085174,0.002672036],"genre_scores_gemma":[0.9727979,0.006443865,0.00001174829,0.01958035,0.0006667279,0.0001040371,0.0001269175,0.00002819874,0.0002402961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7259381,"threshold_uncertainty_score":0.5142429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635653341832596,"score_gpt":0.2824966959308135,"score_spread":0.2661401625124876,"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."}}