{"id":"W4211103741","doi":"10.1038/nrdp.2018.28","title":"Pulmonary embolism","year":2018,"lang":"en","type":"review","venue":"Nature Reviews Disease Primers","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary embolism; Cardiology; Embolus; Shock (circulatory); Intensive care medicine; Internal medicine; Thrombolysis; 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":[0.0004527681,0.0006468629,0.001157613,0.001669307,0.0003355689,0.001824491,0.0005353051,0.001346119,0.01742147],"category_scores_gemma":[0.002504702,0.0002166727,0.0005097885,0.001048682,0.0004233457,0.001000064,0.0008119646,0.001975518,0.008194871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003410963,"about_ca_system_score_gemma":0.001140408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009899635,"about_ca_topic_score_gemma":0.001559297,"domain_scores_codex":[0.9995671,0.0000816074,0.00007144877,0.00008877217,0.0001483818,0.00004263415],"domain_scores_gemma":[0.9993863,0.0002861497,0.0001010764,0.00003608604,0.0001403311,0.00005007805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005502819,0.00003471254,0.0003920269,0.008486796,0.0001103284,0.0007473817,0.00004188433,0.0001350805,0.0006145927,0.002701581,0.1089829,0.8776977],"study_design_scores_gemma":[0.00006896292,0.0000490024,0.001372352,0.01048939,0.0002456596,0.008454419,0.00005962634,0.0001006158,0.0003294134,0.002450961,0.9763601,0.0000195733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001819516,0.9862018,0.0006254894,0.001454751,0.002515612,0.00002070727,0.00008913566,0.00004250448,0.008868035],"genre_scores_gemma":[0.005914495,0.9746428,0.0008423784,0.004125517,0.004664441,0.0000290153,0.0003763917,0.00001248721,0.009392553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01742147,"threshold_uncertainty_score":0.05828065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750541781246748,"score_gpt":0.3904284394026503,"score_spread":0.3429230215901828,"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."}}