{"id":"W2767410057","doi":"10.1016/j.jtcvs.2017.10.115","title":"Beyond submassive acute pulmonary embolism: Seeing clearly beyond the clouds","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Embolectomy; Pulmonary embolism; Thrombolysis; Shock (circulatory); Surgery; Intensive care medicine; General surgery; Cardiology; Radiology; Myocardial infarction","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":[0.001415017,0.0005901187,0.001049915,0.0006910886,0.003417674,0.004270278,0.00109489,0.03359468,0.005404219],"category_scores_gemma":[0.0190803,0.0004796738,0.000706712,0.0004645439,0.002691521,0.006846063,0.001739916,0.03944677,0.002727107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741106,"about_ca_system_score_gemma":0.003352187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002393635,"about_ca_topic_score_gemma":0.00501103,"domain_scores_codex":[0.9981024,0.0006905998,0.0002451691,0.0002336696,0.0004541014,0.0002740297],"domain_scores_gemma":[0.9939971,0.002763392,0.0004970781,0.0001753332,0.0008625957,0.001704489],"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":[0.00009696325,0.0001688711,0.005656599,0.0002066424,0.0000445677,0.0657763,0.0008765474,0.0002667081,0.00058331,0.0087795,0.8948568,0.0226872],"study_design_scores_gemma":[0.0003122541,0.000304916,0.006335921,0.002252302,0.0001061442,0.1383059,0.005367619,0.002250526,0.0005728003,0.08272525,0.7612419,0.0002245612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009681336,0.003194227,0.0001471837,0.985641,0.007103809,0.000005850093,0.00001257349,0.00001297348,0.00291432],"genre_scores_gemma":[0.03179927,0.007291685,0.0008627569,0.8113634,0.143625,0.00002450784,0.00002938493,0.000035408,0.004968655],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03359468,"threshold_uncertainty_score":0.01988828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836321255527423,"score_gpt":0.2743272559582886,"score_spread":0.2559640434030143,"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."}}