{"id":"W3211810811","doi":"10.1371/journal.pone.0260091","title":"Requirement to change of functional brain network across the lifespan","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Southwest University","keywords":"Subnetwork; Neuroplasticity; Neuroscience; Resting state fMRI; Functional connectivity; Computer science; Connectome; Topology (electrical circuits); Psychology; Mathematics; Computer network","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":[0.0002734608,0.0001653976,0.0001590547,0.0005614022,0.0002093089,0.0002976314,0.0001883041,0.0002353628,0.001074718],"category_scores_gemma":[0.00191327,0.00009592571,0.0001754029,0.0002425934,0.0003001913,0.0004423266,0.0003386595,0.0002922236,0.00008773595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302137,"about_ca_system_score_gemma":0.0001645611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091991,"about_ca_topic_score_gemma":0.001707037,"domain_scores_codex":[0.9998524,0.00002335779,0.000009286036,0.00006449821,0.00002897485,0.00002143024],"domain_scores_gemma":[0.9991856,0.0001327172,0.0002983591,0.00009664361,0.0001416007,0.0001450181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003799601,0.0001325865,0.5283721,0.0002311076,0.00034097,0.001160933,0.002544356,0.006101698,0.3532563,0.008472354,0.001092163,0.09791557],"study_design_scores_gemma":[0.000003587758,0.0002150235,0.9804842,0.0000165183,0.00005412465,0.0008100403,0.0003972621,0.00426696,0.007972077,0.004353258,0.00140781,0.00001915082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931856,0.0002519926,0.004684797,0.00008842694,0.000006146991,0.000008079496,0.0003874793,0.00003425046,0.001353118],"genre_scores_gemma":[0.9976411,0.0001127392,0.001555962,0.00001272999,0.000003934327,0.00001311746,0.0002243083,0.000006623092,0.0004295721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091991,"threshold_uncertainty_score":0.003595352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274545454501734,"score_gpt":0.2991121667994616,"score_spread":0.07165762134928827,"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."}}