{"id":"W2518300573","doi":"10.1002/brb3.547","title":"Brain metabolite levels and language abilities in preschool children","year":2016,"lang":"en","type":"article","venue":"Brain and Behavior","topic":"Reading and Literacy Development","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Children's Hospital; Alberta Health; University of Calgary","funders":"National Institute of Environmental Health Sciences; Canadian Institutes of Health Research","keywords":"Creatine; Choline; Glutamine; Psychology; Audiology; Phosphocreatine; Angular gyrus; Developmental psychology; Glutamate receptor; Language development; Lingual gyrus; Anterior cingulate cortex; Neuroscience; Functional magnetic resonance imaging; Medicine; Cognition; Endocrinology; Internal medicine; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001813536,0.0004100032,0.0003397393,0.0006941659,0.0002577832,0.0005172002,0.0001249448,0.000341129,0.002591718],"category_scores_gemma":[0.0007781231,0.0002399288,0.0001773471,0.0003707208,0.0002630271,0.0002884917,0.0002080604,0.0003520776,0.000273801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004534385,"about_ca_system_score_gemma":0.0002756568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008036027,"about_ca_topic_score_gemma":0.009784527,"domain_scores_codex":[0.9999102,0.00001053634,0.00001044475,0.00002695886,0.00001947211,0.00002233826],"domain_scores_gemma":[0.9996963,0.00007241363,0.0001345234,0.00001137241,0.00004095535,0.00004446772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007746903,0.0001631958,0.9550426,0.0001811051,0.0001012694,0.001515761,0.0008138852,0.0001134718,0.02464471,0.0001076715,0.0003744382,0.01616715],"study_design_scores_gemma":[0.000006221807,0.000161643,0.9958008,0.0000108683,0.00002489706,0.0007286093,0.000311956,0.00004154382,0.002670566,0.00004714859,0.0001916582,0.000003976211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986324,0.0006191714,0.00007941754,0.0000213822,0.000002953554,0.000005092802,0.0002951677,0.00001602273,0.0003283366],"genre_scores_gemma":[0.9985597,0.0003208432,0.0003676721,0.00001899482,0.000001777729,0.00001148784,0.0002251523,0.000003946612,0.0004904481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008036027,"threshold_uncertainty_score":0.01597846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557313468094263,"score_gpt":0.30875934834031,"score_spread":0.2931862136593674,"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."}}