{"id":"W109284477","doi":"10.1093/sleep/34.5.609","title":"Predictability of Sleep in Patients with Insomnia","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"National Institute of Mental Health; U.S. Public Health Service; Sanofi","keywords":"Insomnia; Primary Insomnia; Sleep onset; Polysomnography; Sleep onset latency; Psychology; Sleep (system call); Medicine; Psychiatry; Audiology; Sleep disorder; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001027461,0.0001086371,0.0001600883,0.0001074559,0.00001747837,0.000001621515,0.0001510568,0.0001434875,0.002023494],"category_scores_gemma":[0.00001772169,0.00008312394,0.00003727507,0.0002502773,0.0001300766,0.00005615757,0.0000264541,0.0001648851,0.0001164328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702767,"about_ca_system_score_gemma":0.000007473164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004211197,"about_ca_topic_score_gemma":0.00009119057,"domain_scores_codex":[0.9990806,0.00007051908,0.0002471487,0.0002356395,0.0001380862,0.0002280357],"domain_scores_gemma":[0.9994294,0.00001732148,0.0000841301,0.0003637025,0.00005175508,0.00005371413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005286935,0.00161556,0.9838644,0.000007202104,0.0001141215,0.000002795696,0.005111852,0.00000554838,0.000001688862,0.0005833693,0.0001061952,0.008058584],"study_design_scores_gemma":[0.003894266,0.0004010414,0.9946482,0.00001071697,0.00004360252,2.86428e-7,0.0003815468,0.00001121158,0.00003002066,0.0003198586,0.0001559593,0.0001033355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284887,0.0001113616,0.00004783613,0.00001094273,0.000372773,0.0002767072,0.000008460692,0.00003294745,0.07065032],"genre_scores_gemma":[0.9997054,0.000001782586,0.0001251339,0.00004510034,0.000009015751,0.00001937104,0.0000106481,0.0000154208,0.00006811439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07121677,"threshold_uncertainty_score":0.9988888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009947304586810351,"score_gpt":0.2201785099622916,"score_spread":0.2102312053754812,"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."}}