{"id":"W4205738892","doi":"10.21203/rs.3.rs-40599/v1","title":"Genomic Imbalances in the Placenta Contribute to Poor Fetal Growth","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of British Columbia","funders":"Canadian Institutes of Health Research; Hospital for Sick Children; University of British Columbia","keywords":"Placenta; Fetal growth; Fetus; Biology; Computational biology; Pregnancy; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004617137,0.000253271,0.0002307218,0.001418484,0.0001987116,0.0003478604,0.0001801698,0.0002544886,0.001707293],"category_scores_gemma":[0.001658405,0.0001471336,0.0001613272,0.0007051593,0.0003993225,0.0001755242,0.0003866868,0.0002273818,0.0001325738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191421,"about_ca_system_score_gemma":0.0001424878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043158,"about_ca_topic_score_gemma":0.0005817261,"domain_scores_codex":[0.9997818,0.00005513178,0.00002221613,0.00005692456,0.00005742697,0.00002658547],"domain_scores_gemma":[0.9990357,0.000338493,0.0004398352,0.00005569736,0.00006803519,0.000062326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001100809,0.00003939282,0.8409889,0.000159453,0.0001568299,0.001811641,0.0002840873,0.0003344602,0.1381388,0.0001916097,0.0001645173,0.01662947],"study_design_scores_gemma":[0.000008576651,0.0001336838,0.9850906,0.00002184205,0.00008673294,0.005303176,0.0001353938,0.000503301,0.008006754,0.0002718356,0.0004328056,0.000005150584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976577,0.001273917,0.0005296011,0.00004138692,0.000003552482,0.000005504569,0.0001242936,0.00001547201,0.0003486008],"genre_scores_gemma":[0.9992183,0.0003860991,0.0002360421,0.000009430299,0.000004292789,0.000002872625,0.00006862386,0.000002495056,0.00007166428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707293,"threshold_uncertainty_score":0.005711436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07126490312207549,"score_gpt":0.3923521207969323,"score_spread":0.3210872176748568,"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."}}