{"id":"W2139530018","doi":"10.1177/1054773803012002004","title":"The Sleep Experience of Medical and Surgical Patients","year":2003,"lang":"en","type":"article","venue":"Clinical Nursing Research","topic":"Sleep and related disorders","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital","funders":"","keywords":"Sleep (system call); Medicine; Sedative; Psychological intervention; Sleep disorder; Physical therapy; Emergency medicine; Anesthesia; Psychiatry; Insomnia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880553,0.0001405972,0.0002409434,0.0004780142,0.0004266434,0.000552825,0.0001234577,0.0002618648,0.001252725],"category_scores_gemma":[0.002614256,0.0001147866,0.0002161886,0.0003154267,0.0003360019,0.0004135287,0.0005216455,0.0003336351,0.0001887289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003233138,"about_ca_system_score_gemma":0.0002541557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002753306,"about_ca_topic_score_gemma":0.004202045,"domain_scores_codex":[0.9996996,0.00008921868,0.00003840337,0.00003703869,0.0000551425,0.00008066019],"domain_scores_gemma":[0.9990362,0.0001995864,0.0003554573,0.00002990644,0.0001065628,0.0002723076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006234526,0.0001198675,0.9801574,0.00004883209,0.00006414727,0.0003727975,0.006584059,0.00006761398,0.001023894,0.00007322544,0.0003102254,0.01055438],"study_design_scores_gemma":[0.00002424089,0.0009103063,0.9880581,0.00001368185,0.00002219826,0.001590609,0.007998177,0.0001491856,0.0001440584,0.00005603826,0.001016368,0.00001715079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995172,0.0001198507,0.0000242706,0.00002525975,0.000005516633,0.000003084245,0.00003753812,8.664919e-7,0.0002664776],"genre_scores_gemma":[0.9996816,0.00006874675,0.00002653195,0.00004325061,0.000005663613,0.000003427377,0.0000693701,4.714245e-7,0.0001008563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002753306,"threshold_uncertainty_score":0.005474567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074100262062551,"score_gpt":0.5386725294044928,"score_spread":0.4312625031982377,"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."}}