{"id":"W2758847407","doi":"10.1056/wh201101270000003","title":"Who Will Develop Complications of Preeclampsia","year":2011,"lang":"en","type":"article","venue":"Journal watch","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preeclampsia; Medicine; Tertiary care; Obstetrics; Maternal morbidity; Intensive care medicine; Family medicine; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951213,0.00009441303,0.0002610898,0.00004705193,0.0001392772,0.000005287221,0.0001234766,0.00005751273,0.0001918837],"category_scores_gemma":[0.00008971913,0.00006985587,0.00008716994,0.0001788768,0.00008298819,0.0001180952,0.00004729424,0.0002563169,0.00002319496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000354981,"about_ca_system_score_gemma":0.0000984665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001254231,"about_ca_topic_score_gemma":0.00000825105,"domain_scores_codex":[0.9991865,0.00003356273,0.000329898,0.00009725643,0.0001832416,0.0001695311],"domain_scores_gemma":[0.9991961,0.00003901198,0.0001566268,0.0002112946,0.0002899236,0.0001070774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003866889,0.0006861369,0.8739069,0.0002987651,0.0008719207,0.0001027361,0.02352257,0.000001701779,0.003558553,0.008167564,0.06942954,0.01906697],"study_design_scores_gemma":[0.001050257,0.0002537698,0.9447504,0.0006941223,0.0001560978,0.0009580419,0.0003237163,0.00001334235,0.00644688,0.01038454,0.03482657,0.0001422927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592755,0.005454945,0.008129201,0.02423978,0.0005431838,0.000650539,0.00001843658,0.0001020385,0.3015863],"genre_scores_gemma":[0.9839683,0.001536237,0.01193582,0.000285557,0.00009974003,0.000008115961,0.000002235141,0.00001283809,0.00215123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3246927,"threshold_uncertainty_score":0.284864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05987225140635642,"score_gpt":0.2898203646760364,"score_spread":0.22994811326968,"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."}}