{"id":"W4387507225","doi":"10.5114/psychs.2023.131535","title":"Pharmacologic treatment of sleep disturbances in Alzheimer disease","year":2023,"lang":"en","type":"article","venue":"Psychiatria Spersonalizowana","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alzheimer's disease; Disease; Internal medicine; Sleep (system call)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005394947,0.00022084,0.0002841174,0.0001683793,0.00008352899,0.00001566881,0.0002004843,0.00004045184,0.0003682184],"category_scores_gemma":[0.00004433557,0.0001589505,0.0002024155,0.0008841198,0.0001259076,0.00007943135,0.00002907413,0.00005592264,0.0002772158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707036,"about_ca_system_score_gemma":0.00003058596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006458199,"about_ca_topic_score_gemma":0.000023192,"domain_scores_codex":[0.9983821,0.0001422522,0.0002738456,0.0005522797,0.0002656393,0.0003839186],"domain_scores_gemma":[0.9993553,0.0001826548,0.0001009433,0.0002019471,0.000008768041,0.0001503868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003922272,0.008732376,0.8990071,0.00006794338,0.0002207143,0.00157963,0.001099354,0.0006072613,0.0142294,0.01230672,0.007258176,0.05096904],"study_design_scores_gemma":[0.02112625,0.003782144,0.8664318,0.00003677469,0.000797411,0.000008156304,0.0002833713,0.005999562,0.01554841,0.054633,0.03003444,0.001318677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906335,0.002663689,0.000001874502,0.002617601,0.0006428136,0.0005571034,0.000115304,0.0001288893,0.002639259],"genre_scores_gemma":[0.9976937,0.001334046,0.00002401833,0.0005413698,0.00006968797,0.0000949914,0.00001183862,0.00001725814,0.0002131459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04965036,"threshold_uncertainty_score":0.6481814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08178954212440877,"score_gpt":0.3388478642083569,"score_spread":0.2570583220839481,"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."}}