{"id":"W2059503593","doi":"10.1097/ogx.0b013e3181e573f1","title":"Cell-Free Placental mRNA in Maternal Plasma to Predict Placental Invasion in Patients With Placenta Accreta","year":2010,"lang":"en","type":"article","venue":"Obstetrical & Gynecological Survey","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Placenta accreta; Medicine; Placenta; Placenta previa; Obstetrics; Placenta Percreta; Gestation; Hysterectomy; Andrology; Pregnancy; Gynecology; Fetus; Radiology; Biology","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":[0.0002757044,0.0002184904,0.000270755,0.0006497865,0.0001486151,0.0004276751,0.000147647,0.0003173426,0.000812218],"category_scores_gemma":[0.001497412,0.000211752,0.0001249192,0.0004012473,0.0001758465,0.0002295378,0.0001633192,0.0003958547,0.0001616487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637374,"about_ca_system_score_gemma":0.000118177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005345927,"about_ca_topic_score_gemma":0.0005271163,"domain_scores_codex":[0.9998764,0.0000406523,0.00001619835,0.00002315019,0.00002474926,0.00001878059],"domain_scores_gemma":[0.9995067,0.0002112441,0.0001624263,0.00001944336,0.00004113154,0.00005904151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004763637,0.00003360879,0.9942737,0.00001390833,0.00002089109,0.0002931471,0.00008466293,0.00005880862,0.00213732,0.0000122056,0.000044883,0.002550399],"study_design_scores_gemma":[0.00002366952,0.0004669786,0.995508,0.00001382049,0.00004390127,0.001519295,0.0002728088,0.0008344172,0.0009950579,0.00004525995,0.0002718953,0.000004999571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991421,0.0004786886,0.00009994792,0.00002938937,0.000005399862,0.000005349089,0.00004712434,0.000003458774,0.0001885585],"genre_scores_gemma":[0.9994833,0.0001425174,0.0001652263,0.00001553507,0.000007139929,0.000005524944,0.0000662981,8.524445e-7,0.0001136016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000812218,"threshold_uncertainty_score":0.002717197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539868478631158,"score_gpt":0.2461745665918483,"score_spread":0.2307758818055367,"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."}}