{"id":"W2511573641","doi":"10.1159/000448707","title":"Cell-Free Placental DNA in Maternal Plasma in Relation to Placental Health and Function","year":2016,"lang":"en","type":"article","venue":"Fetal Diagnosis and Therapy","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Cell-free fetal DNA; Medicine; Placenta; Pregnancy; Obstetrics; Andrology; Fetus; Genetics; Biology; Prenatal diagnosis","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":[0.0000968207,0.0001113649,0.0001134588,0.00005992725,0.00003548154,0.00002302506,0.00005420582,0.00007282466,0.00001548914],"category_scores_gemma":[0.00002039042,0.0000900367,0.00002230854,0.00004572956,0.00002544367,0.000007580595,0.00006507187,0.0000384093,0.000003671164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897941,"about_ca_system_score_gemma":0.00003213726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001930889,"about_ca_topic_score_gemma":0.0005851466,"domain_scores_codex":[0.9993023,0.00003009208,0.0001629254,0.0002623916,0.00006281254,0.0001794957],"domain_scores_gemma":[0.9996897,0.00003148162,0.00004324216,0.0001182335,0.000008084886,0.0001092389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001364755,0.0002211683,0.8464951,0.00001450517,0.00001377693,0.00000459804,0.0001685648,0.00001854592,0.05086141,0.0001468594,0.002611738,0.098079],"study_design_scores_gemma":[0.007558939,0.002281968,0.9013599,0.0001171196,0.000003012338,0.00001027184,0.0001044112,0.00004427884,0.05318,0.0002945897,0.03474514,0.0003004062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953319,0.003174761,0.00004074016,0.0008595534,0.0001801874,0.0002523083,0.00006665782,0.000003869552,0.00009003432],"genre_scores_gemma":[0.9794827,0.01957535,0.00006300858,0.0006458321,0.00009059242,0.00005715614,0.0000202243,0.00001401884,0.00005108029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0977786,"threshold_uncertainty_score":0.367159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008806889128791006,"score_gpt":0.2292364390728375,"score_spread":0.2204295499440465,"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."}}