{"id":"W194240782","doi":"10.1093/sleep/34.4.531","title":"Moving Beyond Average Values: Assessing the Night-To-Night Instability of Sleep and Arousal in DSM-IV-TR Insomnia Subtypes","year":2011,"lang":"en","type":"article","venue":"SLEEP","topic":"Sleep and related disorders","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute of Mental Health; National Sleep Foundation","keywords":"Insomnia; Arousal; Psychology; Primary Insomnia; Sleep onset; Bedtime; Sleep disorder; Sleep (system call); Audiology; Psychiatry; Clinical psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0007174116,0.0002479999,0.0003455079,0.0002327787,0.0001641774,0.00003641864,0.0003417344,0.0002841473,0.0006683354],"category_scores_gemma":[0.0001183762,0.0001801242,0.0000870642,0.0004808189,0.0002697583,0.0002087383,0.0001413484,0.0004745697,0.0000851309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004672192,"about_ca_system_score_gemma":0.00002791443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009078799,"about_ca_topic_score_gemma":0.0002919505,"domain_scores_codex":[0.9979135,0.0003705262,0.0005162208,0.0005087219,0.0002250501,0.0004660223],"domain_scores_gemma":[0.9988521,0.0002009282,0.0001587397,0.0006113006,0.00005999888,0.0001168764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002963839,0.001394375,0.8665515,0.0000633723,0.0004563606,0.0001178286,0.08705997,0.0001424263,0.00110412,0.005405189,0.0002854359,0.03712307],"study_design_scores_gemma":[0.002705727,0.0002771126,0.9770633,0.00007019523,0.0001596225,0.0000336875,0.009432123,0.0006773134,0.0005722602,0.007592549,0.0009212114,0.0004948832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400567,0.001132067,0.0003376568,0.0001734769,0.0009047412,0.0004133872,0.000006677028,0.00005596302,0.05691937],"genre_scores_gemma":[0.9989579,0.00002486069,0.0003922559,0.0003533661,0.00004453279,0.00002849276,0.000005095761,0.00003560908,0.0001578792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105118,"threshold_uncertainty_score":0.7345251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687951432830634,"score_gpt":0.2762430794279732,"score_spread":0.2593635650996668,"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."}}