{"id":"W4411722797","doi":"10.14785/lymphosign-2025-0003","title":"Primary immunodeficiencies related to folate and cobalamin transport and metabolism","year":2025,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cobalamin; Primary (astronomy); Metabolism; Immunologic Deficiency Syndromes; Medicine; Chemistry; Immunology; Internal medicine; Vitamin B12; Immune system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867119,0.0001420655,0.000327412,0.0003346306,0.0002233563,0.00006308088,0.00009014688,0.00009897631,0.00004316626],"category_scores_gemma":[0.00004380785,0.0001082065,0.00006412227,0.0004197686,0.0001091366,0.0001264311,0.00004673841,0.0002737581,0.000008756323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000846425,"about_ca_system_score_gemma":0.0002933075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003633786,"about_ca_topic_score_gemma":0.000001842063,"domain_scores_codex":[0.9988197,0.00003748428,0.0003199535,0.0002063601,0.000286864,0.000329653],"domain_scores_gemma":[0.9994332,0.00004680383,0.00003911314,0.0001464798,0.0001153239,0.0002191201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001789235,0.0004174822,0.1119948,0.0003713934,0.001006763,0.001261254,0.004982177,0.000008872349,0.6139334,0.005552988,0.006430837,0.2522507],"study_design_scores_gemma":[0.004936601,0.0004397899,0.9616842,0.0003643186,0.0002786691,0.003188349,0.0004297467,0.0001768243,0.004192673,0.001503241,0.02259158,0.00021404],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973291,0.01833484,0.0004885154,0.001705149,0.0001495117,0.0002172775,0.000003389187,0.00002550602,0.005784814],"genre_scores_gemma":[0.9904622,0.003253763,0.0008095601,0.0009861655,0.00002683338,0.000005038646,0.000003601762,0.00001415485,0.004438713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8496894,"threshold_uncertainty_score":0.4412533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007160959710691116,"score_gpt":0.2669588017739206,"score_spread":0.2597978420632294,"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."}}