{"id":"W2793922029","doi":"10.1111/bjh.15100","title":"Diagnostic approach to pulmonary embolism in pregnancy: are the winds of change upon us or is it <i>déjà vu</i> all over again?","year":2018,"lang":"en","type":"editorial","venue":"British Journal of Haematology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Déjà vu; Pulmonary embolism; Pregnancy; Medicine; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01758755,0.0009083443,0.001559585,0.005257195,0.004057717,0.007103693,0.002937579,0.009209957,0.0045538],"category_scores_gemma":[0.067717,0.0007644668,0.00104874,0.002372671,0.01455677,0.01517951,0.005363841,0.02406907,0.002844446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006732262,"about_ca_system_score_gemma":0.008518634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01581215,"about_ca_topic_score_gemma":0.01880162,"domain_scores_codex":[0.9897878,0.00420443,0.001355663,0.001274217,0.002687871,0.0006901438],"domain_scores_gemma":[0.9549789,0.01838501,0.003032927,0.001678483,0.0172789,0.004645875],"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":[0.0002277729,0.0001434987,0.01360349,0.002586258,0.0001165678,0.003776751,0.008896162,0.0003083178,0.0009142341,0.03550675,0.3600639,0.5738563],"study_design_scores_gemma":[0.00006362253,0.0003435096,0.01470456,0.02129668,0.0001652011,0.02777313,0.03302852,0.0009354097,0.0004838857,0.1412461,0.759517,0.0004423035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002312438,0.2283997,0.004389169,0.7395259,0.01823371,0.00002785199,0.00007147319,0.0001490343,0.006890775],"genre_scores_gemma":[0.09247883,0.4620279,0.02084697,0.3476447,0.07186534,0.0001110347,0.0002622148,0.0003071454,0.004455903],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01758755,"threshold_uncertainty_score":0.09301299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307367623126506,"score_gpt":0.3082443650839715,"score_spread":0.2651706888527064,"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."}}