{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004622183,0.00007057437,0.0001660475,0.00005365572,0.0002862221,0.00002445177,0.0003537097,0.0003812245,0.0005470379],"category_scores_gemma":[0.004059306,0.00004343949,0.00007074864,0.000312984,0.003625139,0.00002297009,0.00004831857,0.0009894553,0.00007270523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001486371,"about_ca_system_score_gemma":0.00005082946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001999796,"about_ca_topic_score_gemma":0.000001880906,"domain_scores_codex":[0.9961931,0.001549182,0.0004929178,0.0003136826,0.0009871768,0.0004639529],"domain_scores_gemma":[0.9940165,0.005138661,0.0000471343,0.0003507644,0.0001598851,0.0002870697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004718416,0.002773299,0.2403903,0.000005691376,0.00009889228,0.00005607718,0.003120906,2.205151e-7,8.224807e-7,0.09170152,0.01310464,0.6482757],"study_design_scores_gemma":[0.02828727,0.004687108,0.5321363,0.001094609,0.00009025043,0.0001484689,0.04092642,0.000461136,0.0000653988,0.06090918,0.3304229,0.0007709686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9416378,0.002140796,0.00001444569,0.001898375,0.001146006,0.0002299772,5.62262e-7,0.00001265101,0.05291942],"genre_scores_gemma":[0.9987974,0.0006307085,0.00001873711,0.00003801179,0.00005919595,0.00002121289,9.534108e-7,0.00001078062,0.0004230688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6475047,"threshold_uncertainty_score":0.9990864,"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."}}