{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005304802,0.0001988179,0.0001684448,0.0009045834,0.0001307035,0.0005005011,0.0002666207,0.0003286801,0.001489184],"category_scores_gemma":[0.003286358,0.0001305743,0.00008355713,0.0007770942,0.0003244501,0.0001865481,0.0002433391,0.0003763077,0.0001769659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003068007,"about_ca_system_score_gemma":0.0001461569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009032221,"about_ca_topic_score_gemma":0.0004174795,"domain_scores_codex":[0.9996812,0.0001075571,0.00002051348,0.00006718355,0.00008562639,0.00003791489],"domain_scores_gemma":[0.9983276,0.0007241998,0.0005812032,0.00009562068,0.0001269974,0.0001443782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001119248,0.00003038296,0.9613054,0.00008697691,0.00009665321,0.000561517,0.0003476199,0.0001744578,0.02078286,0.0001376003,0.0001073815,0.0152499],"study_design_scores_gemma":[0.000009429335,0.0003415316,0.9875214,0.0000299862,0.00006013921,0.002273082,0.0002153878,0.0004402177,0.008002947,0.0002739938,0.0008258357,0.000006074094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947816,0.003500322,0.0006671202,0.00008576288,0.000008067575,0.00000736639,0.0003433336,0.00001200664,0.0005945246],"genre_scores_gemma":[0.998886,0.000510098,0.0002953032,0.00001660519,0.000006348212,0.000006191819,0.000130775,0.000003029078,0.0001455945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001489184,"threshold_uncertainty_score":0.004981816,"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."}}