{"id":"W4412076697","doi":"10.1016/j.biopsych.2025.06.032","title":"Obesity During Pregnancy and Deficits in Offspring Neurobehavioral Flexibility: The CONFINE Model","year":2025,"lang":"en","type":"review","venue":"Biological Psychiatry","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brock University","funders":"","keywords":"Offspring; Pregnancy; Flexibility (engineering); Obesity; Medicine; Psychology; Internal medicine; Economics; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001901482,0.0006009829,0.002073626,0.0001349529,0.0001403124,0.00003238727,0.0003463974,0.0006091353,0.00001744102],"category_scores_gemma":[0.0001647275,0.0003429245,0.0005228537,0.0004391679,0.0002573017,0.00004894227,0.0005751548,0.001427612,0.00001385692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009827507,"about_ca_system_score_gemma":0.0002745551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002936469,"about_ca_topic_score_gemma":0.00004919589,"domain_scores_codex":[0.997246,0.0003046572,0.0006989542,0.001040512,0.0002062335,0.0005036578],"domain_scores_gemma":[0.9986039,0.0002291137,0.0002183595,0.0007550358,0.00003968006,0.0001538606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001729852,0.02321103,0.3898518,0.1036256,0.0002368591,0.0001474556,0.00004347672,0.000013047,0.00002126351,0.01316424,0.0001109726,0.4694012],"study_design_scores_gemma":[0.003139535,0.001114872,0.8466271,0.1176965,0.002963468,0.0002303562,0.00004154215,0.0003507384,0.000006640624,0.011095,0.01462292,0.002111258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1847782,0.8122781,0.000004771078,0.0001727944,0.0003088645,0.001633859,0.00004513422,0.0001101475,0.0006681829],"genre_scores_gemma":[0.1084099,0.8906649,0.0002099321,0.00009998817,0.0001849975,0.0001337775,0.0000355167,0.00002893511,0.0002320787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.46729,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08587991549301598,"score_gpt":0.3508834282054326,"score_spread":0.2650035127124166,"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."}}