{"id":"W2022296075","doi":"10.1186/cc13600","title":"An assessment of long-term sleep quality using actigraphy in survivors of critical illness","year":2014,"lang":"en","type":"article","venue":"Critical Care","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Actigraphy; Medicine; Polysomnography; Sleep (system call); Sleep quality; Term (time); Critical illness; Physical therapy; Psychiatry; Physical medicine and rehabilitation; Intensive care medicine; Insomnia; Critically ill; Electroencephalography","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":[0.0003021357,0.0003077548,0.0002252101,0.0007627873,0.0003339578,0.0003042401,0.000171862,0.0003922158,0.0008753142],"category_scores_gemma":[0.0009293398,0.00010949,0.0001526264,0.0004093421,0.0002118688,0.0003902045,0.0003416116,0.0004740944,0.0001624245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735024,"about_ca_system_score_gemma":0.0002304856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002114506,"about_ca_topic_score_gemma":0.004545143,"domain_scores_codex":[0.9998418,0.00003464354,0.00002758181,0.00001710798,0.00005613976,0.00002268621],"domain_scores_gemma":[0.9995171,0.00004514448,0.0001953578,0.00001149607,0.00009281545,0.0001380264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005345782,0.0003590917,0.9762709,0.000128254,0.0000445663,0.0003171405,0.0006278267,0.00009430125,0.005646796,0.0000217973,0.0002477541,0.01570696],"study_design_scores_gemma":[0.000009055787,0.001604984,0.996735,0.00001722478,0.00001657224,0.0004577125,0.0004653634,0.000168845,0.0003400311,0.00001236149,0.0001665032,0.000006284742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998214,0.0004939315,0.0002359101,0.00005855802,0.000007610159,0.00007619494,0.0001733996,0.000006515985,0.0007338275],"genre_scores_gemma":[0.9979646,0.0005366128,0.0008016924,0.00006370232,0.00002084932,0.00008564794,0.000192504,0.000001790934,0.0003326018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002114506,"threshold_uncertainty_score":0.004204452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125362643596085,"score_gpt":0.4586139093924037,"score_spread":0.4173602829564428,"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."}}