{"id":"W1963723713","doi":"10.1053/j.semperi.2009.02.009","title":"Predicting Adverse Outcomes in Women with Severe Pre-eclampsia","year":2009,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Eclampsia; Psychological intervention; Disease; Pregnancy; Obstetrics; Adverse effect; Risk assessment; Intensive care medicine; Pediatrics; Medical emergency; Psychiatry","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":[0.001957026,0.0009053862,0.003309839,0.002317584,0.0002088301,0.000749179,0.0008383839,0.0007272367,0.001416973],"category_scores_gemma":[0.00753887,0.0004036018,0.002007086,0.002961267,0.000254491,0.0006100813,0.0004546057,0.0008266278,0.0001631649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354307,"about_ca_system_score_gemma":0.001070629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349707,"about_ca_topic_score_gemma":0.008423498,"domain_scores_codex":[0.9992462,0.0002726073,0.0001946818,0.00009646769,0.0001556259,0.00003452054],"domain_scores_gemma":[0.9963722,0.002684295,0.000588288,0.00004360576,0.0002545514,0.00005707296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001164591,0.0002319399,0.08270827,0.1048519,0.01289707,0.0003812889,0.0002297052,0.0003604094,0.000401196,0.0003278079,0.006476946,0.7899688],"study_design_scores_gemma":[0.002141006,0.002779987,0.4741191,0.2007247,0.168438,0.007076051,0.001695891,0.001207123,0.001871915,0.002990167,0.1365786,0.0003774849],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003612814,0.9957865,0.00005924952,0.0001425501,0.00007341053,0.00001298716,0.00007643292,0.000002349063,0.0002337146],"genre_scores_gemma":[0.02135796,0.9776715,0.0004554763,0.0001861712,0.0001025275,0.00002434173,0.0001208654,8.795815e-7,0.00008025831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00349707,"threshold_uncertainty_score":0.01034987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019706383488427,"score_gpt":0.3172285704419112,"score_spread":0.2975221869534841,"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."}}