{"id":"W7000336415","doi":"","title":"Environmental and dietary exposure to persistent toxic substances (PTS) and trace elements in pregnancy and birth outcomes","year":2024,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Pollutant; Adverse effect; Fetus; Reproductive health; Risk assessment; Umbilical cord; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030232,0.0002302238,0.0003110766,0.0007867392,0.0004384995,0.0008228958,0.0004767985,0.000610544,0.003128346],"category_scores_gemma":[0.003438855,0.0001986492,0.0007433114,0.001469612,0.0002547117,0.0004208265,0.0007961239,0.001088365,0.0003024908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855246,"about_ca_system_score_gemma":0.0008530554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02297408,"about_ca_topic_score_gemma":0.02151024,"domain_scores_codex":[0.9992948,0.0002006985,0.00009783202,0.0001357357,0.0001481986,0.0001228375],"domain_scores_gemma":[0.9985196,0.0003506318,0.0007246718,0.00007401792,0.0001523313,0.0001786845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000145923,0.00005389009,0.9895661,0.0001849638,0.0002246631,0.0001410944,0.0002242934,0.00007263851,0.0001261359,0.0001900643,0.0006110374,0.008459235],"study_design_scores_gemma":[0.000002555932,0.00008018329,0.9973169,0.0002131089,0.0001050246,0.0002374135,0.0002741527,0.0001501551,0.00004714208,0.0001411874,0.001426522,0.000005628805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440175,0.04232294,0.0004415245,0.001917643,0.0001414934,0.00003167993,0.005296768,0.0000172863,0.005813219],"genre_scores_gemma":[0.9807274,0.0149748,0.0004044937,0.000258435,0.00008022651,0.00004936959,0.001467842,0.000007052548,0.00203045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02297408,"threshold_uncertainty_score":0.0456807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.024630175135309,"score_gpt":0.2727607493045843,"score_spread":0.2481305741692753,"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."}}