{"id":"W4285027620","doi":"10.64719/pb.4442","title":"Sleep Deprivation &amp; Amphetamine Induced Psychosis","year":2025,"lang":"en","type":"article","venue":"Psychopharmacology Bulletin","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Amphetamine; Sleep deprivation; Psychosis; Medicine; Psychiatry; Sleep (system call); Psychology; Anesthesia; Internal medicine; Cognition","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":["insufficient_payload"],"category_scores_codex":[0.0003821539,0.0002383504,0.0002571074,0.0004528201,0.0003221907,0.00006056972,0.0006841887,0.0002032738,0.00623335],"category_scores_gemma":[0.0006463086,0.0002359056,0.0001064539,0.001068699,0.0001773438,0.00005684426,0.0001460151,0.0005370324,0.003499778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007247399,"about_ca_system_score_gemma":0.00002843492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002712488,"about_ca_topic_score_gemma":0.000007750781,"domain_scores_codex":[0.9974506,0.0004281966,0.0003881695,0.0008137569,0.0003227231,0.0005964965],"domain_scores_gemma":[0.9985663,0.0006446387,0.00009693818,0.0004618477,0.00008991185,0.0001403783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005904596,0.0004936787,0.003124874,0.0000275579,0.00004114469,0.0000152607,0.00007011473,0.0000187555,0.7879121,0.001596455,0.154333,0.05177656],"study_design_scores_gemma":[0.003883198,0.00006742973,0.006896351,0.0000162297,0.00003928722,0.00001078643,0.00001387472,0.0001659168,0.29933,0.00131154,0.6879746,0.0002907045],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196169,0.000103359,0.00254724,0.03112601,0.003027826,0.0006387292,0.000007986025,0.0002444055,0.04268751],"genre_scores_gemma":[0.9792957,0.0001180566,0.0002500155,0.01524698,0.000196321,0.0004179971,0.000005801635,0.00002644648,0.004442655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5336416,"threshold_uncertainty_score":0.9972761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04683986207368021,"score_gpt":0.3709095919719028,"score_spread":0.3240697298982226,"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."}}