{"id":"W4297991555","doi":"10.1371/journal.pone.0273819","title":"Iron deficiency and common neurodevelopmental disorders—A scoping review","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"Michael Smith Health Research BC; BC Children's Hospital; Mach-Gaensslen Foundation of Canada","keywords":"Iron deficiency; Medicine; Ferritin; Autism; Pediatrics; Iron supplementation; Iron-deficiency anemia; Micronutrient deficiency; Randomized controlled trial; Neurodevelopmental disorder; Anemia; Psychiatry; Micronutrient; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001577736,0.0001040072,0.0002951997,0.00005958575,0.0002411653,0.000009157167,0.0000589114,0.00001574653,0.00102656],"category_scores_gemma":[0.00007597691,0.0001113865,0.000034721,0.0002029175,0.00003535471,0.00007830498,0.0001883958,0.000245882,0.00003372896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004785169,"about_ca_system_score_gemma":0.00005754127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000146525,"about_ca_topic_score_gemma":0.00001383685,"domain_scores_codex":[0.9988599,0.00007445157,0.0002048869,0.0002477762,0.0004418184,0.000171123],"domain_scores_gemma":[0.9996104,0.00004692281,0.00007053954,0.0001903207,0.00001922538,0.0000625555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335911,0.01318558,0.9013306,0.04055842,0.000118895,0.00006230102,0.0006600839,0.00001010511,0.02324411,0.0001911825,0.0006145636,0.01989052],"study_design_scores_gemma":[0.01124894,0.003709708,0.8649211,0.1038777,0.003713238,0.0007368486,0.005024151,0.001174103,0.001071271,0.0002292189,0.001641154,0.002652601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703366,0.02168744,0.00001064081,0.004137995,0.00002659541,0.0009965461,0.000005146016,0.00006991799,0.002729117],"genre_scores_gemma":[0.9904677,0.006341764,0.0003799449,0.002192585,0.00001095981,0.0001287076,0.00003843801,0.00002423897,0.000415642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06331926,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06922182637628749,"score_gpt":0.3052053816272178,"score_spread":0.2359835552509303,"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."}}