{"id":"W4304175745","doi":"10.1177/00099228221128661","title":"Very Early Diagnosis and Management of Congenital Erythropoietic Porphyria","year":2022,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Porphyrin Metabolism and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre hospitalier de l'Université Laval","funders":"","keywords":"Medicine; Porphyria; Splenectomy; Extramedullary hematopoiesis; Hemolysis; Bone marrow; Haematopoiesis; Hematopoietic stem cell transplantation; Stem cell; Internal medicine; Gastroenterology; Spleen; Transplantation","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":[],"consensus_categories":[],"category_scores_codex":[0.0004014367,0.000103389,0.0001775279,0.00003681262,0.00008427187,0.000008733526,0.0001847564,0.00007300018,0.00006843985],"category_scores_gemma":[0.00008623359,0.0001091717,0.0001311897,0.0001389162,0.0001479072,0.000002943246,0.000517503,0.0001224005,0.000005418141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003333924,"about_ca_system_score_gemma":0.00003304459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001191646,"about_ca_topic_score_gemma":0.000001419276,"domain_scores_codex":[0.9988719,0.0001009115,0.0003727714,0.0003087924,0.000178018,0.0001676515],"domain_scores_gemma":[0.9994148,0.00005718601,0.0001272588,0.0002724496,0.00003247769,0.00009580496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404609,0.0007355338,0.9579131,0.0001221882,0.0001562755,0.00003228408,0.00003915307,0.00003073164,0.0001933856,0.0007710044,0.02554106,0.01422484],"study_design_scores_gemma":[0.003661838,0.001757722,0.8502448,0.000003795216,0.0005419006,0.000009765182,0.0005474096,0.00001407168,0.0002974122,0.001174891,0.1412031,0.000543294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906436,0.007413735,0.00008259032,0.00008749086,0.000567946,0.0001728697,0.00007071277,0.000007750651,0.0009533633],"genre_scores_gemma":[0.9818627,0.01680201,0.000512552,0.0002244614,0.0002415234,0.00005167556,0.00005112287,0.00001515104,0.0002387994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.115662,"threshold_uncertainty_score":0.4451893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070677262119021,"score_gpt":0.3014098033877189,"score_spread":0.2807030307665287,"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."}}