{"id":"W4409281258","doi":"10.1016/j.biopsych.2025.02.763","title":"524. Reliability of Functional Connectivity Across Different Spatial and Temporal Scales","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Functional connectivity; Reliability (semiconductor); Computer science; Environmental science; Psychology; Neuroscience; Physics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001182269,0.0002036896,0.0001933366,0.0006373461,0.0001991596,0.0004096754,0.0003600748,0.0003336046,0.007496604],"category_scores_gemma":[0.007923183,0.0001951361,0.0003691034,0.0005704095,0.0004532451,0.000461023,0.0004207472,0.0003045169,0.000874801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496572,"about_ca_system_score_gemma":0.0001319051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007008649,"about_ca_topic_score_gemma":0.007686356,"domain_scores_codex":[0.9995934,0.0001056429,0.0000276018,0.0001612432,0.00005431585,0.00005769604],"domain_scores_gemma":[0.9964223,0.001992807,0.0004538513,0.0004727354,0.0005256766,0.0001326142],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001664307,0.00007835503,0.8795307,0.0001606584,0.001296379,0.0003264859,0.0005713719,0.0054823,0.04484152,0.002047063,0.004291754,0.05970917],"study_design_scores_gemma":[0.00001353931,0.00005297613,0.9951403,0.000008683165,0.00008803194,0.0002313512,0.0000547223,0.002268424,0.0009793313,0.0007725832,0.0003806647,0.000009338759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870473,0.0003781069,0.004817887,0.0001760663,0.00004740269,0.00001109333,0.002189545,0.00009777756,0.005234754],"genre_scores_gemma":[0.9981908,0.0000285619,0.0004734546,0.00002035024,0.00001492451,0.000006797464,0.0006521357,0.00001577699,0.0005972699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988177,"threshold_uncertainty_score":0.02507859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112822283768539,"score_gpt":0.2826447974893451,"score_spread":0.2615165746516597,"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."}}