{"id":"W214669957","doi":"10.1017/cbo9780511545085.013","title":"Sleep and medical disorders","year":2008,"lang":"en","type":"book-chapter","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sleep (system call); Sleep medicine; Medicine; Sleep disorder; Psychiatry; Insomnia; Computer science","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002996399,0.0006483395,0.0008716784,0.0004263622,0.0001698383,0.000005582204,0.0003988524,0.001725956,0.04506431],"category_scores_gemma":[0.000136306,0.0004996199,0.000166055,0.00007898158,0.001761183,0.00003545987,0.0001193823,0.001507483,0.001431603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004028817,"about_ca_system_score_gemma":0.00003725588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699684,"about_ca_topic_score_gemma":0.0001263545,"domain_scores_codex":[0.9968435,0.00005115136,0.0006932861,0.0008668182,0.0009867917,0.0005584564],"domain_scores_gemma":[0.9981164,0.0002812597,0.0002489491,0.0006948364,0.00005898752,0.0005995348],"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":[0.0001574503,0.0001449439,0.0003061344,0.00005392113,0.00264149,0.0008438192,0.003322085,7.877136e-7,8.645456e-7,0.06702019,0.2988006,0.6267077],"study_design_scores_gemma":[0.005192719,0.0004955566,0.000333835,0.0003323256,0.0007136065,0.0003837202,0.0002846316,0.00004120438,1.519113e-7,0.006312461,0.9852836,0.0006262484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000207767,0.05534451,0.0001289051,0.008364673,0.004076189,0.0004366687,0.00001081443,0.0001992134,0.9312313],"genre_scores_gemma":[0.02424423,0.05937888,0.00004284805,0.006779031,0.002976978,0.00006127514,0.0003807328,0.0003955741,0.9057404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6864829,"threshold_uncertainty_score":0.9997455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246757861053257,"score_gpt":0.2689160946389871,"score_spread":0.2564485160284545,"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."}}