{"id":"W4402414233","doi":"10.1002/hbm.26815","title":"Dataset factors associated with age‐related changes in brain structure and function in neurodevelopmental conditions","year":2024,"lang":"en","type":"article","venue":"Human Brain Mapping","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hospital for Sick Children; Western University; Holland Bloorview Kids Rehabilitation Hospital; Queen's University; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; Child Mind Institute; Government of Ontario; Ontario Brain Institute","keywords":"Neuroscience; Brain function; Psychology; Brain Structure and Function; Neuroimaging; Developmental psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002133745,0.0004078701,0.0005564433,0.001080265,0.001072935,0.0007594162,0.001191274,0.0005260723,0.002999241],"category_scores_gemma":[0.01588494,0.0002275804,0.0007739213,0.00269296,0.0005266613,0.0004331529,0.00104096,0.0003831937,0.0005816599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004041702,"about_ca_system_score_gemma":0.003650554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5794988,"about_ca_topic_score_gemma":0.7196954,"domain_scores_codex":[0.9987621,0.0002394069,0.0001531444,0.0004108043,0.0002647835,0.0001697202],"domain_scores_gemma":[0.9938033,0.001818197,0.00116255,0.001435183,0.001520176,0.0002605832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005597803,0.00003647793,0.9605224,0.0002277539,0.0007022772,0.0001996646,0.0005979577,0.002949101,0.001049678,0.000711518,0.02229152,0.01015197],"study_design_scores_gemma":[0.00003978296,0.00001767123,0.9894991,0.00003478746,0.0001113637,0.0001696855,0.0001686321,0.001790778,0.0002322533,0.0003723015,0.007545104,0.00001855472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7441242,0.0006065445,0.002454204,0.0005937112,0.00003752912,0.0001646961,0.2493223,0.0002339862,0.002462747],"genre_scores_gemma":[0.7457216,0.00018877,0.002354977,0.0001210816,0.00001842694,0.0003909008,0.249543,0.00006826125,0.001592967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5794988,"threshold_uncertainty_score":0.8459552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979361959370281,"score_gpt":0.2756709083986343,"score_spread":0.2158772888049315,"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."}}