{"id":"W2623471439","doi":"10.1093/hmg/ddx210","title":"Review: placental biomarkers for assessing fetal health","year":2017,"lang":"en","type":"review","venue":"Human Molecular Genetics","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Placenta; Biology; Fetus; Aneuploidy; Preeclampsia; Pregnancy; Bioinformatics; Intrauterine growth restriction; Fetal circulation; Physiology; Genetics; Gene; Chromosome","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":[0.0009954314,0.001034034,0.001445635,0.004244458,0.000346561,0.001487079,0.001156373,0.001418531,0.007417303],"category_scores_gemma":[0.003677672,0.0002746371,0.0007746801,0.003351572,0.0005647315,0.001545738,0.0008431898,0.002004624,0.003799472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007735047,"about_ca_system_score_gemma":0.001818864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433346,"about_ca_topic_score_gemma":0.001439957,"domain_scores_codex":[0.9994279,0.00013776,0.0001189092,0.00008821331,0.0001932628,0.00003394245],"domain_scores_gemma":[0.998507,0.0007946928,0.0001923181,0.00004758985,0.0003849416,0.00007338174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006924066,0.00004078001,0.0003843445,0.0300468,0.0001911845,0.0003532107,0.00008812836,0.0001893287,0.000887335,0.003255303,0.0876504,0.876844],"study_design_scores_gemma":[0.0000100851,0.00003561916,0.0008789571,0.008956603,0.000166179,0.001912759,0.00005383813,0.00004541293,0.0003127458,0.001541009,0.9860659,0.00002107121],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005960433,0.9972039,0.0001781508,0.0007906407,0.0005566058,0.000008761825,0.00007111363,0.00001395897,0.001117199],"genre_scores_gemma":[0.0005814311,0.9978555,0.0002650366,0.0003716514,0.000379083,0.00001022674,0.00008049819,0.000003643033,0.0004529546],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007417303,"threshold_uncertainty_score":0.02481329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1896801941455457,"score_gpt":0.4746221100206088,"score_spread":0.284941915875063,"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."}}