{"id":"W4402082282","doi":"10.1016/j.placenta.2024.07.211","title":"Maternal Pre-pregnancy Body Mass Index and Human Placental Gene Expression: A Genome-wide Meta-analysis","year":2024,"lang":"en","type":"article","venue":"Placenta","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children’s Health Research Institute; Ontario Institute for Cancer Research; Western University","funders":"","keywords":"Pregnancy; Body mass index; Obstetrics; Placenta; Andrology; Gene expression; Biology; Gene; Genetics; Medicine; Fetus; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002609257,0.0003091557,0.0008522221,0.0003638145,0.0001936069,0.0001216248,0.0001392689,0.0001445489,0.00260943],"category_scores_gemma":[0.00001118402,0.0002312669,0.000390646,0.0003517155,0.00006304482,0.0001403778,0.0001233507,0.0003474482,0.0000711885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001552778,"about_ca_system_score_gemma":0.0001336125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777098,"about_ca_topic_score_gemma":0.00009476048,"domain_scores_codex":[0.9978126,0.0000764506,0.0004884137,0.0006499092,0.0005034243,0.0004692047],"domain_scores_gemma":[0.9990255,0.00005325157,0.00009592533,0.0003943732,0.00003760992,0.000393404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003225123,0.0002168914,0.912092,0.00119728,0.04659924,0.0008503542,0.001270332,0.000009962768,0.03304254,0.001782583,0.002487762,0.0001285425],"study_design_scores_gemma":[0.002647931,0.0002632713,0.8957182,0.0003062774,0.06948782,0.0002419021,0.0003018741,0.0007037239,0.0227936,0.001397467,0.005413439,0.000724569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710975,0.01915519,0.001585983,0.001643177,0.0003097416,0.0009415921,0.0001575884,0.0002835085,0.004825674],"genre_scores_gemma":[0.9898958,0.004664843,0.001607649,0.0005858373,0.0001379848,0.00007669516,0.0001865909,0.00004642445,0.002798172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02288858,"threshold_uncertainty_score":0.9983023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179482711758256,"score_gpt":0.3168484015970442,"score_spread":0.2750535744794617,"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."}}