{"id":"W1967614683","doi":"10.1111/j.1365-2869.2008.00709.x","title":"Overnight emotional adaptation to negative stimuli is altered by REM sleep deprivation and is correlated with intervening dream emotions","year":2009,"lang":"en","type":"article","venue":"Journal of Sleep Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Dream; Psychology; Morning; Evening; Audiology; Arousal; Valence (chemistry); Sadness; Sleep deprivation; Sleep (system call); Developmental psychology; Clinical psychology; Cognition; Medicine; Neuroscience; Anger; Internal 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":[0.001352142,0.000183385,0.0002738734,0.0008384166,0.0005458455,0.0003065801,0.0004353286,0.0001158711,0.0003129067],"category_scores_gemma":[0.002099668,0.0001476533,0.00008147628,0.001514312,0.0002023616,0.0008566024,0.0001088328,0.001170872,0.00005254699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590582,"about_ca_system_score_gemma":0.0001308268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005288016,"about_ca_topic_score_gemma":0.000009043129,"domain_scores_codex":[0.9956323,0.000556198,0.000558607,0.0004359012,0.002269297,0.0005476943],"domain_scores_gemma":[0.9969762,0.0008751181,0.0002496257,0.0002385352,0.001238072,0.0004224393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007602185,0.002467433,0.009995011,0.00009990986,0.0003627927,0.0004655549,0.03647936,0.008327411,0.3971383,0.001851137,0.05741188,0.477799],"study_design_scores_gemma":[0.01180442,0.01632564,0.202759,0.001715639,0.0001056025,0.00109544,0.005231339,0.2372088,0.5073319,0.0112191,0.004061962,0.001141216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549077,0.00007736951,0.03361851,0.01012143,0.000120433,0.0004345985,0.00003898015,0.00001930547,0.0006616478],"genre_scores_gemma":[0.9975852,0.00007285357,0.001076356,0.0006427098,0.0001645411,0.00000734372,0.000004290891,0.00002292526,0.0004237146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4766578,"threshold_uncertainty_score":0.6021126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1052186380745016,"score_gpt":0.3749797379789311,"score_spread":0.2697610999044295,"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."}}