{"id":"W4414314393","doi":"10.1097/inf.0000000000004990","title":"Challenges in Diagnosis of Congenital Toxoplasmosis on Postimplementation of Minas Gerais Screening Program","year":2025,"lang":"en","type":"article","venue":"The Pediatric Infectious Disease Journal","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health; Newborn Screening Ontario","funders":"","keywords":"Congenital toxoplasmosis; Toxoplasmosis; Serology; Congenital malformations; Public health","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":[0.004893157,0.0004074237,0.0004252957,0.0008831241,0.001076527,0.00121174,0.001594579,0.0008560508,0.002080415],"category_scores_gemma":[0.02063341,0.0003141617,0.0003992405,0.0007749895,0.0007638231,0.001001843,0.001765449,0.0009407919,0.0002835206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002770954,"about_ca_system_score_gemma":0.004985457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.112363,"about_ca_topic_score_gemma":0.1020549,"domain_scores_codex":[0.9941493,0.002064336,0.0005166067,0.0005596394,0.001067308,0.001642789],"domain_scores_gemma":[0.9944118,0.001434675,0.001722225,0.000244947,0.001109063,0.001077328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003519254,0.00007601023,0.9663762,0.0001646001,0.00002630511,0.00158095,0.002976525,0.00009385814,0.0003085262,0.0002476524,0.001992363,0.02612177],"study_design_scores_gemma":[0.000006879296,0.0001913581,0.9856644,0.0006585844,0.00002622997,0.002029945,0.007134094,0.0004842108,0.0002030356,0.0002079583,0.003381215,0.00001201008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972953,0.003460188,0.0004575941,0.01572282,0.0002344142,0.0001630608,0.0005837452,0.00005321852,0.006372027],"genre_scores_gemma":[0.9965684,0.001115445,0.0005816699,0.001148255,0.00006525104,0.00005638644,0.0001598124,0.000007713322,0.0002971554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112363,"threshold_uncertainty_score":0.2234179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03408057377128654,"score_gpt":0.3306892972285973,"score_spread":0.2966087234573108,"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."}}