{"id":"W2230565395","doi":"10.1016/j.chest.2015.10.055","title":"Choice of Imaging Studies in Acutely Ill Pregnant Women","year":2016,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Chest radiograph; Intensive care medicine; Pregnancy; Population; Pulmonary embolism; Obstetrics; Lung; Surgery; Internal medicine","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":[0.002464614,0.0005284157,0.0009650463,0.001487948,0.002578183,0.002892564,0.001268327,0.02536993,0.006443393],"category_scores_gemma":[0.04398587,0.0009101368,0.0008766404,0.001032473,0.002338164,0.002339321,0.001422817,0.01785785,0.002963567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185595,"about_ca_system_score_gemma":0.003173629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385417,"about_ca_topic_score_gemma":0.006116047,"domain_scores_codex":[0.9971765,0.001003218,0.0006371064,0.0003147368,0.0004199783,0.0004484241],"domain_scores_gemma":[0.9858513,0.008486719,0.001515695,0.0003839036,0.001075086,0.00268727],"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":[0.0004782928,0.0002436369,0.05010267,0.0003979754,0.00006595806,0.4273858,0.001505231,0.0008637158,0.001513883,0.008484115,0.4600306,0.04892807],"study_design_scores_gemma":[0.0004017316,0.0005016296,0.02036574,0.004436166,0.0002068752,0.4935956,0.007047964,0.005472968,0.002121872,0.03806914,0.4275375,0.0002428911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01150459,0.003350769,0.0006159259,0.961329,0.008938457,0.00003195133,0.00008815107,0.00003546184,0.01410572],"genre_scores_gemma":[0.1958514,0.01063478,0.004625539,0.6583391,0.1217818,0.0001129575,0.0002079303,0.0001441239,0.008302433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02536993,"threshold_uncertainty_score":0.02311325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.121393498964097,"score_gpt":0.411329087532476,"score_spread":0.289935588568379,"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."}}