{"id":"W1872912399","doi":"10.1016/j.neuroimage.2015.10.077","title":"The Reference Ability Neural Network Study: Life-time stability of reference-ability neural networks derived from task maps of young adults","year":2015,"lang":"en","type":"article","venue":"NeuroImage","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"National Institute on Aging; National Institutes of Health","keywords":"Artificial neural network; Cognition; Task (project management); Artificial intelligence; Set (abstract data type); Psychology; Perception; Neuroimaging; Computer science; Audiology; Pattern recognition (psychology); Neuroscience; Medicine","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":[0.0005052598,0.0001396885,0.0001241218,0.0005277327,0.0002246626,0.0003281266,0.0001707464,0.0002651013,0.0008466145],"category_scores_gemma":[0.002619985,0.00008736426,0.0001458254,0.0002722841,0.0002251193,0.000560254,0.0002914659,0.0002945752,0.0001482823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002261067,"about_ca_system_score_gemma":0.0001558156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004639725,"about_ca_topic_score_gemma":0.007494351,"domain_scores_codex":[0.9999268,0.00001633824,0.000004733968,0.00002871876,0.0000122225,0.00001112778],"domain_scores_gemma":[0.9994131,0.0001714183,0.0001358826,0.0001047773,0.0000880247,0.00008673483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002469335,0.0006483492,0.8067311,0.0001410902,0.0004565234,0.001011766,0.003320047,0.00347712,0.119686,0.001438136,0.001064537,0.05955596],"study_design_scores_gemma":[0.000009521861,0.0002905031,0.9916533,0.000005326788,0.00004017488,0.0004829464,0.0002833521,0.00218663,0.004273267,0.0002778368,0.0004864804,0.0000106821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990993,0.00005516302,0.0004923228,0.00001118107,0.000002076861,0.000007084683,0.0001384894,0.000002863219,0.0001916132],"genre_scores_gemma":[0.9991991,0.00003593985,0.0002628707,0.000005656847,0.000003601037,0.00001037835,0.0002396439,0.000003069943,0.0002397841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004639725,"threshold_uncertainty_score":0.009225428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07294606645050464,"score_gpt":0.2732541314921095,"score_spread":0.2003080650416049,"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."}}