{"id":"W4400566166","doi":"10.1101/2024.07.10.602900","title":"Maternal obesity and offspring neurodevelopment are associated with hypoxic gene expression in term human placenta","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Offspring; Placenta; Term (time); Gene expression; Obesity; Pregnancy; Medicine; Biology; Gene; Obstetrics; Physiology; Andrology; Fetus; Internal medicine; Genetics","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":[0.0001951308,0.0001235534,0.0002265585,0.0003146839,0.0002638809,0.0003651807,0.0001053786,0.0002110239,0.001182308],"category_scores_gemma":[0.0005038884,0.0001410293,0.0002827044,0.0005381659,0.0001815211,0.0001190182,0.0004006936,0.0002692077,0.0002163195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121627,"about_ca_system_score_gemma":0.0002044541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058743,"about_ca_topic_score_gemma":0.006240277,"domain_scores_codex":[0.9998829,0.00001333798,0.00000733119,0.00004883721,0.00002640949,0.00002101528],"domain_scores_gemma":[0.9998288,0.00003186909,0.00005808054,0.00002397443,0.00003789063,0.00001934998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002136161,0.0000480255,0.6447746,0.0003662847,0.0003665798,0.0007924128,0.0008368095,0.0007253001,0.3176953,0.0003155735,0.002373152,0.02956994],"study_design_scores_gemma":[0.00001465436,0.00009288964,0.9823827,0.00004243022,0.0001163877,0.0008209761,0.0002363464,0.0007432958,0.01179153,0.000346175,0.003399148,0.00001361597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880664,0.003002554,0.001311045,0.00009690643,0.00001294991,0.00001309549,0.006464004,0.0000516614,0.0009812549],"genre_scores_gemma":[0.9879651,0.001694636,0.00171897,0.0002150588,0.000009137028,0.00005899059,0.007259635,0.00005779546,0.001020734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005058743,"threshold_uncertainty_score":0.01005858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943125049553831,"score_gpt":0.2412206783730844,"score_spread":0.221789427877546,"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."}}