{"id":"W2944752521","doi":"10.1016/j.cjca.2019.04.023","title":"The Identification and Management of Unsuspected Hemodynamically Unstable Pulmonary Embolism: The Need for Structured Multidisciplinary Teams","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary embolism; Pulmonary angiography; Cardiac catheterization; Cardiology; Internal medicine; Interventional cardiology; Intensive care medicine; Pulmonary hypertension","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002505495,0.0005606125,0.00109196,0.001315861,0.00447359,0.003719061,0.002020535,0.03144375,0.004876727],"category_scores_gemma":[0.02998015,0.0008187933,0.001119348,0.0007429445,0.003346476,0.004139005,0.001415313,0.03153577,0.002042593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006489819,"about_ca_system_score_gemma":0.008071569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01917449,"about_ca_topic_score_gemma":0.03395012,"domain_scores_codex":[0.9952246,0.00137111,0.0007610624,0.0005360568,0.001377575,0.00072962],"domain_scores_gemma":[0.9798189,0.009204809,0.001448423,0.0004716266,0.004259702,0.004796437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001406945,0.0003178834,0.02202241,0.0003085684,0.000071127,0.1216238,0.00149745,0.0006366553,0.001164545,0.006024214,0.8102464,0.03594634],"study_design_scores_gemma":[0.0004850026,0.0004044669,0.03696394,0.005916092,0.0001755707,0.3059758,0.01048255,0.007069778,0.0008039199,0.04224313,0.5890022,0.0004777084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00373874,0.002417945,0.0005120253,0.9795277,0.006866893,0.00003190267,0.00003040008,0.0000235927,0.006850962],"genre_scores_gemma":[0.09364268,0.008086373,0.004935484,0.7869346,0.09911568,0.0001439719,0.0001153081,0.00007991622,0.006946007],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03144375,"threshold_uncertainty_score":0.04708713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009331925860115048,"score_gpt":0.2406892048959987,"score_spread":0.2313572790358836,"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."}}