{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008525419,0.0006998489,0.001684374,0.002789242,0.0002325697,0.0009823162,0.0007967391,0.001002091,0.002774292],"category_scores_gemma":[0.00283955,0.0002717921,0.0007234873,0.001882496,0.0004586111,0.0008587321,0.0005075584,0.001524737,0.001296932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006119865,"about_ca_system_score_gemma":0.001319076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237644,"about_ca_topic_score_gemma":0.003543285,"domain_scores_codex":[0.9995095,0.0001212256,0.000116748,0.00007365956,0.0001453423,0.00003348582],"domain_scores_gemma":[0.9988851,0.0006724916,0.000199118,0.00001961975,0.0001837974,0.00003982683],"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":[0.00007165205,0.00002607559,0.0008450472,0.03062234,0.0002247857,0.0003522313,0.00006357077,0.0001842287,0.0004589172,0.001112611,0.03623289,0.9298058],"study_design_scores_gemma":[0.00007366687,0.0001230576,0.006508713,0.04947275,0.0008921478,0.01144729,0.0001459873,0.0001996716,0.0005046605,0.00259714,0.9279875,0.00004738024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006288615,0.9989803,0.00005337857,0.0002836633,0.0001526555,0.000003464902,0.00001645908,0.000002862438,0.00044424],"genre_scores_gemma":[0.0007884545,0.9986273,0.00007110534,0.0001974655,0.0001503781,0.000004188456,0.00003115161,6.89473e-7,0.0001292983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002789242,"threshold_uncertainty_score":0.00928098,"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."}}