{"id":"W2091453765","doi":"10.1016/j.ajog.2006.10.897","title":"Usefulness of a placental profile in high-risk pregnancies","year":2007,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; HELLP syndrome; Odds ratio; Preeclampsia; Obstetrics; Gestation; Gestational age; Small for gestational age; Intrauterine growth restriction; Pregnancy; Gynecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000544369,0.0001034349,0.0006038727,0.0004069407,0.00003649841,0.000003043802,0.0000751275,0.00005475199,0.00001911378],"category_scores_gemma":[0.00306631,0.00008019328,0.00006820145,0.0005165895,0.0003895187,0.00005714454,0.00003642235,0.0002985247,8.721742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006676403,"about_ca_system_score_gemma":0.00009906574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004895909,"about_ca_topic_score_gemma":0.00002882158,"domain_scores_codex":[0.998897,0.00007208979,0.0005208437,0.0001063767,0.000166374,0.000237315],"domain_scores_gemma":[0.9955202,0.003523388,0.0006299595,0.00009811055,0.000133206,0.00009512151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001842044,0.0001766943,0.8594103,0.00004451963,0.00008886713,0.0002619582,0.001041794,0.000003134509,0.0001370785,0.0001530621,0.00005674691,0.1384416],"study_design_scores_gemma":[0.002433924,0.003103061,0.9883559,0.0001615792,0.00008177174,0.0001918411,0.002708554,0.000006392409,0.001822907,0.0001360808,0.0009149081,0.00008306146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933524,0.005170182,0.0002069104,0.0001030051,0.0003811417,0.0001242463,0.000009428129,0.000003582615,0.0006491344],"genre_scores_gemma":[0.9962994,0.001782347,0.001764842,0.00007736433,0.00002695565,0.000001996861,0.000001127094,0.000007981263,0.00003796164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1383586,"threshold_uncertainty_score":0.3670881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307836033258103,"score_gpt":0.2530176137474367,"score_spread":0.2399392534148557,"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."}}