{"id":"W4254025068","doi":"10.1111/j.1528-1167.2005.460801_31.x","title":"Clinical Neurophysiology: Polysomnography","year":2005,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polysomnography; Ictal; Epilepsy; Medicine; Pediatrics; Sleep (system call); Neurology; Sleep disorder; Affect (linguistics); Excessive daytime sleepiness; Psychology; Psychiatry; Physical therapy; Electroencephalography; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989227,0.0007016583,0.0003335712,0.001166127,0.000198144,0.0002787425,0.000277698,0.000329445,0.00791171],"category_scores_gemma":[0.0009775716,0.00006906669,0.0001118731,0.0007199391,0.0001872712,0.0002604374,0.0001904478,0.0004694963,0.00233835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349816,"about_ca_system_score_gemma":0.0004995524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131229,"about_ca_topic_score_gemma":0.005016847,"domain_scores_codex":[0.9997345,0.00004562152,0.00004822095,0.00005415091,0.00009852405,0.00001897737],"domain_scores_gemma":[0.9995645,0.00008063636,0.0001122262,0.00002462417,0.000161603,0.00005639901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001115792,0.0006453154,0.4944591,0.001928347,0.000219671,0.0248586,0.000423713,0.0005556667,0.05815192,0.0005346859,0.0361682,0.3809389],"study_design_scores_gemma":[0.0001552381,0.0007310303,0.9438362,0.0004977645,0.00006643705,0.02765253,0.0002621389,0.001204527,0.005149861,0.0002674703,0.02014729,0.00002954524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7581849,0.03250774,0.02619746,0.00378981,0.001637244,0.003080458,0.0181858,0.002093512,0.154323],"genre_scores_gemma":[0.9595435,0.00905485,0.007063528,0.0025077,0.0005478323,0.0007847402,0.00399313,0.0001040072,0.01640073],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00791171,"threshold_uncertainty_score":0.02646732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669334841623935,"score_gpt":0.3719844884740151,"score_spread":0.3352911400577757,"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."}}