{"id":"W2625325982","doi":"10.1007/s12529-017-9653-4","title":"Factors Associated with Poor Sleep in Older Adults with Multiple Sclerosis","year":2017,"lang":"en","type":"article","venue":"International Journal of Behavioral Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Multiple sclerosis; Health psychology; Sleep (system call); Medicine; Psychology; Gerontology; Clinical psychology; Psychiatry; Public health; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004430618,0.0002454636,0.0006508324,0.000478209,0.0001235774,0.00005229162,0.0005566727,0.00008433749,0.0001902558],"category_scores_gemma":[0.001314409,0.0001342669,0.00009388049,0.000114657,0.0004963847,0.0003874305,0.00009815147,0.0005670876,0.000001768356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362183,"about_ca_system_score_gemma":0.0001124997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007629803,"about_ca_topic_score_gemma":0.001757727,"domain_scores_codex":[0.9969138,0.000049463,0.0006001586,0.0002262607,0.001898502,0.0003118251],"domain_scores_gemma":[0.9967544,0.0001990163,0.0008190381,0.0002658911,0.001690311,0.0002713235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002241718,0.0008575218,0.9775607,0.00001242035,0.0003178794,0.0005062593,0.001964432,0.000007954201,0.003343588,0.000001809087,0.0005191843,0.01266653],"study_design_scores_gemma":[0.02142626,0.002244379,0.9661011,0.006211411,0.0001486818,0.00004517788,0.001901045,0.0001130665,0.001593471,0.000001698711,0.00007903462,0.0001347289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934909,0.0001189921,0.00004883364,0.005359754,0.0004052207,0.0003461087,0.00002234123,0.0000140946,0.0001937863],"genre_scores_gemma":[0.9990532,0.0001061108,0.0001796885,0.0001142038,0.0003509641,0.00001302553,0.00002628752,0.00003152018,0.0001249959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918455,"threshold_uncertainty_score":0.5475243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442724759273874,"score_gpt":0.3786543815157685,"score_spread":0.234381905588381,"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."}}