{"id":"W4407164748","doi":"10.1016/j.bpsc.2025.01.014","title":"Representing Brain-Behavior Associations by Retaining High-Motion Minoritized Youth","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"National Institute of Environmental Health Sciences; Kavli Institute for Neuroscience, Yale School of Medicine; Minnesota Supercomputing Institute, University of Minnesota; Yale University; National Institutes of Health; Oregon Health and Science University; Washington University School of Medicine in St. Louis; University of Minnesota","keywords":"Motion (physics); Psychology; Criminology; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002679576,0.0002495545,0.000196236,0.0005196064,0.0002850257,0.0005532101,0.0002045451,0.0002407838,0.004053953],"category_scores_gemma":[0.001435269,0.00009288065,0.0001764444,0.0004688176,0.0002074914,0.0002871896,0.0003619727,0.0001934052,0.0002079874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000260452,"about_ca_system_score_gemma":0.000361491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407266,"about_ca_topic_score_gemma":0.02732661,"domain_scores_codex":[0.9998673,0.00001948235,0.000008377702,0.00004609165,0.00001321202,0.00004548508],"domain_scores_gemma":[0.9996892,0.00007930017,0.0001084905,0.00003709794,0.00004579394,0.00004017806],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001807021,0.0001916522,0.8766099,0.00008275729,0.0001545679,0.0005909105,0.001674728,0.001790188,0.06139816,0.002514362,0.001374559,0.05181123],"study_design_scores_gemma":[0.00002587025,0.0002087333,0.980866,0.00002044502,0.000168704,0.0007863917,0.001060096,0.005552073,0.00782728,0.001060608,0.002405141,0.00001878195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9964706,0.00003848159,0.001807246,0.00003728993,0.000004704809,0.00001142505,0.0004966743,0.00003492573,0.001098632],"genre_scores_gemma":[0.9978849,0.0000246573,0.001300401,0.00001003863,0.000002590077,0.00001131195,0.000352416,0.00001824907,0.0003953998],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.999732,"threshold_uncertainty_score":0.02798146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07159452760631692,"score_gpt":0.3234127288532713,"score_spread":0.2518182012469544,"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."}}