{"id":"W4402708427","doi":"10.1016/j.dcn.2024.101452","title":"Quantifying brain development in the HEALthy Brain and Child Development (HBCD) Study: The magnetic resonance imaging and spectroscopy protocol","year":2024,"lang":"en","type":"article","venue":"Developmental Cognitive Neuroscience","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Montreal Neurological Institute and Hospital","funders":"National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health; National Cancer Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Aging","keywords":"Psychology; Magnetic resonance imaging; Brain development; Functional magnetic resonance imaging; Nuclear magnetic resonance spectroscopy; Neuroscience; Protocol (science); Nuclear magnetic resonance; Chemistry; Medicine; Stereochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.01228931,0.002102184,0.001630401,0.002066681,0.002306615,0.001674405,0.002996082,0.001979372,0.01008002],"category_scores_gemma":[0.01419727,0.0016048,0.001274169,0.00219773,0.001629739,0.001238197,0.002934889,0.00249979,0.005297697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181008,"about_ca_system_score_gemma":0.007595486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005607877,"about_ca_topic_score_gemma":0.008371569,"domain_scores_codex":[0.9939306,0.003199372,0.0009488352,0.000890905,0.0007055053,0.0003249011],"domain_scores_gemma":[0.993293,0.001129028,0.0005355499,0.001601753,0.002856747,0.0005838146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04448601,0.008035085,0.0766758,0.01800569,0.001288569,0.005757466,0.007688577,0.009812939,0.03551462,0.06761269,0.3661952,0.3589273],"study_design_scores_gemma":[0.006650481,0.006220205,0.1497708,0.005039791,0.0006934542,0.002029216,0.00122207,0.003570487,0.01228046,0.0163371,0.7958325,0.0003534569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05889621,0.004393877,0.1122582,0.003398093,0.001764326,0.7196691,0.06736656,0.001366264,0.03088734],"genre_scores_gemma":[0.0194516,0.002565838,0.07677519,0.001045021,0.0002296524,0.8750432,0.01985971,0.0001974258,0.004832299],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01228931,"threshold_uncertainty_score":0.0649929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04931761543151571,"score_gpt":0.3879921631845344,"score_spread":0.3386745477530188,"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."}}