{"id":"W1610917129","doi":"10.1016/j.sleep.2015.02.077","title":"Regional neocortical gray matter structure and sleep fragmentation in older adults","year":2015,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Rush University","keywords":"Gray (unit); Fragmentation (computing); Psychology; Neuroscience; Medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001709278,0.0001813619,0.0002347885,0.0001772366,0.00003098466,0.000007464181,0.0001020198,0.0002279467,0.002815411],"category_scores_gemma":[0.00004138861,0.0001382942,0.00002144271,0.000255081,0.0001867819,0.00007797817,0.00002571362,0.0003599082,0.0001743901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004110525,"about_ca_system_score_gemma":0.000008570943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167822,"about_ca_topic_score_gemma":0.00008484694,"domain_scores_codex":[0.9985893,0.0001068027,0.0003410468,0.0003690461,0.0002890321,0.0003048247],"domain_scores_gemma":[0.9993116,0.00008533407,0.00007514238,0.0002428959,0.00005774584,0.0002273428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008067057,0.0002238344,0.7592318,0.00001397464,0.0001725087,0.0001964782,0.02198137,0.00003062889,0.00006118883,0.003330857,0.09480104,0.1191496],"study_design_scores_gemma":[0.01747195,0.0004284014,0.9733446,0.0005926496,0.0001533206,0.0001108353,0.004881942,0.0002027004,0.00003226173,0.00120524,0.001196616,0.0003795318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842305,0.001858381,0.0002888027,0.007115217,0.001253489,0.0003492958,0.000004008608,0.000038104,0.004862156],"genre_scores_gemma":[0.9956276,0.00001062863,0.0001637794,0.003481228,0.0004365312,0.0000283439,0.00009646119,0.00002337756,0.0001319949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141128,"threshold_uncertainty_score":0.9980962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720459811574566,"score_gpt":0.2974321142698053,"score_spread":0.2802275161540597,"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."}}