{"id":"W2990431543","doi":"10.1097/md.0000000000017971","title":"Predictor of sleep difficulty among community dwelling older populations in 2 African settings","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Gerontology; Sleep (system call); MEDLINE; Demography","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":[0.0003757362,0.000110231,0.0002612126,0.000187236,0.00005293,0.000001744368,0.0001746291,0.000141818,0.001859145],"category_scores_gemma":[0.00008181541,0.00008299728,0.00003809898,0.0003951807,0.0001714609,0.00003481182,0.00002904974,0.000503703,0.00005464862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002192713,"about_ca_system_score_gemma":0.000005137792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003665468,"about_ca_topic_score_gemma":0.0002679482,"domain_scores_codex":[0.9989271,0.0001956294,0.0003628178,0.0001435556,0.0001616191,0.0002093335],"domain_scores_gemma":[0.9992071,0.0001744413,0.0001350889,0.0003845201,0.0000381573,0.00006073371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000422801,0.0004394614,0.9527839,0.00004092341,0.0001119605,0.000004518703,0.03987984,0.0003427717,0.0003061668,0.0007535342,0.003485173,0.001809513],"study_design_scores_gemma":[0.002970787,0.0001484157,0.9775263,0.0001970515,0.00006920965,0.000002045824,0.0173837,0.0007100545,0.000009496999,0.0002344022,0.0006539557,0.00009455794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678005,0.0003502417,0.0001077524,0.001103071,0.0007563569,0.0003036523,0.000004636452,0.00004451546,0.02952926],"genre_scores_gemma":[0.9989194,0.000006709739,0.0000306556,0.0001522582,0.00005538861,0.00001120783,0.00006090909,0.00001575033,0.0007477001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03111891,"threshold_uncertainty_score":0.9990533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352485088871333,"score_gpt":0.2981460634019747,"score_spread":0.2746212125132614,"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."}}