{"id":"W4384206890","doi":"10.7554/elife.83843","title":"Cerebral chemoarchitecture shares organizational traits with brain structure and function","year":2023,"lang":"en","type":"article","venue":"eLife","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Centre Azrieli de recherche sur l'autisme, Institut et Hôpital Neurologiques de Montréal; Max-Planck-Institut für Kognitions- und Neurowissenschaften; Natural Sciences and Engineering Research Council of Canada; Helmholtz Association; Fonds de Recherche du Québec - Santé; Sick Kids Foundation; Michael J. Fox Foundation for Parkinson's Research; Horizon 2020 Framework Programme; Max-Planck-Gesellschaft; Canada First Research Excellence Fund; Canada Research Chairs; Canadian Institutes of Health Research","keywords":"Biology; Neuroscience; Function (biology); Computational biology; Evolutionary biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006636216,0.0001396537,0.0001117362,0.0001065748,0.0002975349,0.00005300694,0.00008193171,0.0000509552,0.0002122989],"category_scores_gemma":[0.003266012,0.0001091839,0.0000165648,0.0007377447,0.0001177116,0.0001259802,0.00008536282,0.0001575724,0.00004981914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001876316,"about_ca_system_score_gemma":0.00004639254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003587001,"about_ca_topic_score_gemma":0.0000585121,"domain_scores_codex":[0.9988447,0.00004646728,0.00008427832,0.0004281327,0.0003985453,0.0001978885],"domain_scores_gemma":[0.9986035,0.001150664,0.00003711805,0.00009365952,0.00005574233,0.00005927291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005202863,0.00007054848,0.05964039,0.0001385892,0.0001003992,0.00005607633,0.002581262,0.002716821,0.6455695,0.01870704,0.2608102,0.009088883],"study_design_scores_gemma":[0.001323164,0.0003742951,0.8201097,0.00002618139,0.00002077339,0.0001548999,0.0001940614,0.001029495,0.1413198,0.004520795,0.03046789,0.0004589059],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803802,0.00002613045,0.0002123222,0.01822172,0.0001919507,0.000162004,0.000123621,0.0003310062,0.0003510035],"genre_scores_gemma":[0.9900727,0.000003015899,0.0000970915,0.008553578,0.0002933396,0.000009261616,0.00002342622,0.00002691972,0.0009207242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7604693,"threshold_uncertainty_score":0.4452391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156178021879934,"score_gpt":0.2236280948368141,"score_spread":0.2080102926488207,"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."}}