{"id":"W4403139495","doi":"10.1101/2024.10.03.616504","title":"Examining Relationships between Functional and Structural Brain Network Architecture, Age, and Attention Skills in Early Childhood","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Calgary; Baycrest Hospital","funders":"Institute of Neurosciences, Mental Health and Addiction; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alliance de recherche numérique du Canada","keywords":"Architecture; Early childhood; Developmental psychology; Psychology; Childhood memory; Cognitive psychology; Neuroscience; Cognition; Art; Visual arts","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":[0.0005690128,0.0002940973,0.0001606313,0.0007259332,0.0001711568,0.0004395217,0.0001647232,0.000294198,0.0009465448],"category_scores_gemma":[0.001946838,0.0001436696,0.0001796434,0.0005102869,0.0002858865,0.0004107178,0.0003435364,0.0003201405,0.000125623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000370953,"about_ca_system_score_gemma":0.0003340273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006591121,"about_ca_topic_score_gemma":0.01502109,"domain_scores_codex":[0.9998247,0.00003297188,0.000008491969,0.00005775784,0.00003155968,0.00004458028],"domain_scores_gemma":[0.9992524,0.0002495553,0.0003024403,0.00004427322,0.00006485567,0.00008647659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001517075,0.00004936935,0.967365,0.00006927687,0.0001291535,0.0002327312,0.0006757176,0.0008595969,0.01167081,0.0004586312,0.0002401175,0.01809794],"study_design_scores_gemma":[5.191346e-7,0.00002340706,0.9985211,0.000004910745,0.00001157608,0.00008080495,0.0001036743,0.0002672071,0.0007239225,0.000141922,0.0001191161,0.000001762036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981311,0.0002838119,0.0008382854,0.00004192679,0.000002422327,0.000003561123,0.0002517212,0.00000972671,0.0004374627],"genre_scores_gemma":[0.9975374,0.0003662569,0.001359769,0.00001048455,0.000003485654,0.000009964298,0.0003601272,0.000007017155,0.0003455485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006591121,"threshold_uncertainty_score":0.01310551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03266775646714131,"score_gpt":0.2390266148415924,"score_spread":0.2063588583744511,"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."}}