{"id":"W3159719126","doi":"10.14288/1.0397019","title":"Genomic profiling in the placenta : toward a greater understanding of genetic variation contributing to placental insufficiency and fetal growth restriction","year":2021,"lang":"en","type":"article","venue":"Open Collections","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fetal growth; Placenta; Biology; Placental insufficiency; Fetus; Intrauterine growth restriction; Genetics; Pregnancy","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":[0.0008090105,0.0002897379,0.0004314472,0.001238585,0.0001864621,0.001034245,0.0003539493,0.0005199012,0.0007349979],"category_scores_gemma":[0.001453769,0.0002237468,0.0003233662,0.0008165941,0.0004369935,0.0006095916,0.0004617762,0.0007993733,0.0001468138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448476,"about_ca_system_score_gemma":0.000401836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001196242,"about_ca_topic_score_gemma":0.001087445,"domain_scores_codex":[0.9997163,0.00007815152,0.00001690338,0.0000861326,0.00007261404,0.0000299117],"domain_scores_gemma":[0.9993913,0.0002271498,0.0002377551,0.00004411116,0.0000523837,0.00004718043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003451461,0.00007712357,0.4204927,0.0009510837,0.0002988293,0.002430435,0.00174594,0.001658948,0.4277107,0.009727916,0.001237534,0.1333236],"study_design_scores_gemma":[0.00001908683,0.0004955819,0.8811165,0.000437081,0.0002851073,0.01096899,0.001989621,0.006348359,0.05751368,0.01676238,0.02398597,0.0000775716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768934,0.06708728,0.04253874,0.005959119,0.0001180227,0.00007363576,0.0009473663,0.0002121828,0.006170288],"genre_scores_gemma":[0.9515018,0.02845495,0.01773375,0.0007374569,0.000133664,0.00003800448,0.0002696722,0.00002754956,0.001103305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238585,"threshold_uncertainty_score":0.004278541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04533925388262867,"score_gpt":0.2784323838349727,"score_spread":0.233093129952344,"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."}}