{"id":"W4417498756","doi":"10.1016/j.scitotenv.2025.181134","title":"Association between per- and polyfluoroalkyl chemicals and adult overweight, obesity and gestational weight gain: A scoping review","year":2025,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Université de Montréal; Health Canada","funders":"","keywords":"Obesity; Association (psychology); Birth weight; Gestation; Gestational diabetes; Gestational age; 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":[0.006894524,0.001294765,0.004266346,0.01394097,0.0006784436,0.003098035,0.001542388,0.002338167,0.003663572],"category_scores_gemma":[0.0293759,0.0009449414,0.005379356,0.01344224,0.0007415653,0.002227926,0.001295787,0.001141736,0.0004922454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386131,"about_ca_system_score_gemma":0.008794978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009119323,"about_ca_topic_score_gemma":0.01590114,"domain_scores_codex":[0.9957594,0.001030352,0.001836971,0.0004162301,0.000802737,0.0001542421],"domain_scores_gemma":[0.9769177,0.01652869,0.004098661,0.000240339,0.00204218,0.0001724711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002139651,0.00005224378,0.003656974,0.8540323,0.00607255,0.000320726,0.000497029,0.0002282217,0.0003130707,0.0005730063,0.004134353,0.1299055],"study_design_scores_gemma":[0.00005898998,0.000185997,0.009383778,0.9243533,0.02786875,0.0007083072,0.0004884738,0.0001281313,0.0002273504,0.0004595888,0.03609525,0.00004200441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008687175,0.9979754,0.00009814363,0.0002620532,0.0001160771,0.00009939991,0.0001819093,0.000003741153,0.00039447],"genre_scores_gemma":[0.004276546,0.9947239,0.0002601053,0.0002418803,0.00008781948,0.0001429111,0.0001525446,0.00000210947,0.000112153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01394097,"threshold_uncertainty_score":0.03646219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00910307927036082,"score_gpt":0.2586541299566066,"score_spread":0.2495510506862458,"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."}}