{"id":"W2566226786","doi":"10.1186/s12868-016-0324-1","title":"Expertise-related functional brain network efficiency in healthy older adults","year":2017,"lang":"en","type":"article","venue":"BMC Neuroscience","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Zürich; Stiftung Suzanne und Hans Biäsch zur Förderung der Angewandten Psychologie; Saskatoon City Hospital Foundation; Jacobs Foundation; Velux Stiftung","keywords":"Psychology; Cognition; Task (project management); Functional connectivity; Domain (mathematical analysis); Brain activity and meditation; Physical medicine and rehabilitation; Cognitive psychology; Electroencephalography; Neuroscience; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002048043,0.0002008869,0.0001709772,0.0006577004,0.0001296994,0.0002256258,0.000124014,0.0002735106,0.001345469],"category_scores_gemma":[0.001233349,0.00006597874,0.00009603389,0.0002391299,0.0001383077,0.0003553722,0.0002454642,0.000123344,0.0001055353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637335,"about_ca_system_score_gemma":0.00006253451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183931,"about_ca_topic_score_gemma":0.004377007,"domain_scores_codex":[0.9999243,0.00001006099,0.000006720863,0.00003518308,0.00001093682,0.0000128658],"domain_scores_gemma":[0.9996903,0.0000704501,0.0001202821,0.00001738099,0.00003685892,0.00006477837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005709531,0.0001721491,0.9643909,0.00006914311,0.0001862839,0.0004384874,0.0008435038,0.001142683,0.01403555,0.000133315,0.0002248351,0.01779209],"study_design_scores_gemma":[0.000004330666,0.00008225386,0.998733,0.000002008877,0.00001192697,0.0001477117,0.00006632684,0.0006017093,0.0001617859,0.0001306096,0.0000564544,0.000001935337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999445,0.00008162281,0.0001306432,0.00001250415,9.809141e-7,0.00000428507,0.00008717362,0.000002151984,0.0002356107],"genre_scores_gemma":[0.9996928,0.00003524112,0.00009295722,0.00000648648,0.00000261756,0.00000340215,0.00008468437,5.737735e-7,0.00008117458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183931,"threshold_uncertainty_score":0.004500985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05597440394109968,"score_gpt":0.2948400566122381,"score_spread":0.2388656526711384,"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."}}