{"id":"W4246261010","doi":"10.21203/rs.3.rs-40599/v2","title":"Genomic imbalances in the placenta are associated with 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":false,"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; Obstetrics; Pregnancy; Genetics; Medicine","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":[0.0003371524,0.0003253648,0.0003937705,0.00151671,0.0002115847,0.0007749205,0.0002284598,0.0006658076,0.007049605],"category_scores_gemma":[0.004003036,0.0002366639,0.0002651876,0.001480417,0.0003089808,0.0002249131,0.0003063678,0.0005610503,0.0007000971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668208,"about_ca_system_score_gemma":0.0001507842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007515376,"about_ca_topic_score_gemma":0.0003505801,"domain_scores_codex":[0.9996819,0.00008921532,0.0000198934,0.00009172002,0.00006940579,0.00004792675],"domain_scores_gemma":[0.9979324,0.0009818298,0.0006645821,0.0001630586,0.00009694213,0.0001612586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008920495,0.0002295563,0.6687993,0.0004847668,0.001038919,0.008468496,0.0006789688,0.001571019,0.2229423,0.003066051,0.004843918,0.07895618],"study_design_scores_gemma":[0.00006212001,0.0001842625,0.9664208,0.00004834442,0.0002745847,0.007111004,0.000241055,0.0009992338,0.01574185,0.004927664,0.003971415,0.00001769033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852104,0.003294081,0.003222692,0.001030532,0.0001187912,0.000009315731,0.003513418,0.0001249403,0.003475996],"genre_scores_gemma":[0.9943651,0.001500628,0.001096599,0.00009016194,0.0001131769,0.000008539881,0.001143786,0.00004804831,0.001633925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007049605,"threshold_uncertainty_score":0.02358323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07515064931982242,"score_gpt":0.3654878944919284,"score_spread":0.290337245172106,"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."}}