{"id":"W4289704998","doi":"10.3390/diagnostics12081875","title":"Diagnosis of Pulmonary Embolism during Pregnancy","year":2022,"lang":"en","type":"review","venue":"Diagnostics","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pulmonary embolism; Pulmonary angiography; Pregnancy; Radiology; D-dimer; Prospective cohort study; Population; Angiography; Mortality rate; Pediatrics; Obstetrics; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001408088,0.0006867402,0.003946195,0.0005540739,0.0001675827,0.00002319706,0.0004775982,0.0003139453,0.0027088],"category_scores_gemma":[0.0008570999,0.0006295209,0.00113832,0.0007043967,0.0001076007,0.00006423746,0.0007260302,0.0006774526,0.0001084053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730064,"about_ca_system_score_gemma":0.0002752379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006029265,"about_ca_topic_score_gemma":0.000002127051,"domain_scores_codex":[0.9965434,0.0001554321,0.001242037,0.0007282936,0.0007353764,0.0005954533],"domain_scores_gemma":[0.996489,0.001279946,0.000733323,0.001176073,0.00007505628,0.0002466418],"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":[0.000004180556,0.001972343,0.0003445646,0.08458154,0.0007200706,0.001695681,0.0001151451,0.000001674359,6.91302e-8,0.0004680607,0.003643956,0.9064527],"study_design_scores_gemma":[0.0003052243,0.0001381289,0.001123373,0.04961875,0.006677513,0.0001696505,0.00004733484,0.000001429863,0.000005922,0.0000409709,0.9413769,0.0004947769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009895629,0.9901691,0.000002431685,0.00005694334,0.0008820529,0.00269171,0.0003030937,0.0001191164,0.005676591],"genre_scores_gemma":[0.00008424333,0.9946052,0.0001080538,0.00006602099,0.0003520767,0.003260696,0.000625665,0.000212416,0.0006856501],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.937733,"threshold_uncertainty_score":0.9996156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606143445155237,"score_gpt":0.3263159418189535,"score_spread":0.2702545073674011,"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."}}