{"id":"W4403539217","doi":"10.52294/001c.124565","title":"Development of the whole-brain functional connectome explored via graph theory analysis","year":2024,"lang":"en","type":"article","venue":"Aperture Neuro","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Connectome; Graph theory; Functional connectivity; Computer science; Graph; Cognitive science; Power graph analysis; Neuroscience; Psychology; Theoretical computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003602966,0.0002268403,0.0002575196,0.0003125354,0.0003515871,0.00005465171,0.0003197514,0.00006465324,0.0002025501],"category_scores_gemma":[0.02794071,0.0001474393,0.000348975,0.002276703,0.0002463298,0.0001733371,0.000215531,0.0002973177,0.00008434806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004252612,"about_ca_system_score_gemma":0.0001096473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002178839,"about_ca_topic_score_gemma":0.00003241174,"domain_scores_codex":[0.9978635,0.0003055881,0.0002968934,0.0006819645,0.0006047764,0.0002472731],"domain_scores_gemma":[0.9328059,0.06663857,0.00006968044,0.0003843049,0.00005101697,0.00005053563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001285444,0.0001298844,0.0005357374,0.00006636093,0.000616801,0.00003259546,0.001771527,0.0003832676,0.8697552,0.02917105,0.09229361,0.005115446],"study_design_scores_gemma":[0.000313549,0.00006082904,0.02228936,0.00003751583,0.0002702242,0.00004261762,0.0001712953,0.001786818,0.09115259,0.008771754,0.874744,0.0003594588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4830229,0.001278976,0.06268036,0.4377272,0.007823158,0.001236834,0.0002040048,0.001065483,0.004961025],"genre_scores_gemma":[0.9413242,0.000003669699,0.0001165658,0.05694255,0.000102766,0.00006831183,0.000006540869,0.00002843206,0.001406969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7824504,"threshold_uncertainty_score":0.9802474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527230317637259,"score_gpt":0.2459637179718153,"score_spread":0.2106914147954427,"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."}}