{"id":"W2114790570","doi":"10.1111/j.1745-7599.2008.00366.x","title":"Diagnosis and management of geriatric insomnia: A guide for nurse practitioners","year":2008,"lang":"en","type":"review","venue":"Journal of the American Academy of Nurse Practitioners","topic":"Sleep and related disorders","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Medicine; Insomnia; Depression (economics); Disease; Health care; Geriatrics; Quality of life (healthcare); Psychiatry; Intensive care medicine; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005873799,0.0004519667,0.001966677,0.0008092224,0.0001485785,0.00001548893,0.0006919146,0.0003713364,0.00008717315],"category_scores_gemma":[0.0002074449,0.0003157129,0.001291321,0.001183573,0.0009768837,0.0003065982,0.00005098443,0.001187332,0.00001253901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666019,"about_ca_system_score_gemma":0.0001777807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004336055,"about_ca_topic_score_gemma":3.836907e-7,"domain_scores_codex":[0.9961962,0.0006031078,0.001917825,0.0003653177,0.0005625043,0.0003551171],"domain_scores_gemma":[0.9874188,0.0009803831,0.01097977,0.0003079153,0.0001519979,0.000161123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003812351,0.001099212,0.0000407737,0.002251696,0.009906368,0.00002673026,0.0005228238,0.00003859857,0.000001855761,0.001123858,0.2150467,0.7695601],"study_design_scores_gemma":[0.001499543,0.0003206611,0.0004132249,0.004455531,0.009522386,0.001137578,0.003238759,8.280733e-7,0.000002437299,0.0001553617,0.9789397,0.000313974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004319266,0.9889194,0.00006507966,0.003832734,0.001080848,0.001451492,0.0001009525,0.00001425292,0.004103268],"genre_scores_gemma":[0.0001496336,0.9961983,0.002156435,0.0003360564,0.0002285856,0.0001906364,0.000008861904,0.00007996905,0.0006515124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7692461,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829182381180776,"score_gpt":0.4015186847448333,"score_spread":0.3632268609330256,"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."}}