{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006768222,0.000145463,0.0001407727,0.000302586,0.000267919,0.0001833604,0.00008110341,0.0001687446,0.004255549],"category_scores_gemma":[0.0004751332,0.00007122389,0.0001065829,0.0002887215,0.0002022877,0.0001249964,0.0002244403,0.0001983706,0.0002574899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574116,"about_ca_system_score_gemma":0.0002423536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009914247,"about_ca_topic_score_gemma":0.001413055,"domain_scores_codex":[0.9999404,0.00001487739,0.000007496834,0.00001073389,0.00001322467,0.00001330444],"domain_scores_gemma":[0.999705,0.00007258337,0.0001548227,0.000005599848,0.00001476588,0.00004719966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008481359,0.0001715766,0.9800581,0.0001275372,0.00005445342,0.002762072,0.0001734389,0.0000526987,0.003842362,0.0001261379,0.0001533705,0.01163011],"study_design_scores_gemma":[0.00002200245,0.0005142931,0.992255,0.0000174163,0.0000169072,0.006098425,0.0001574477,0.0001122123,0.0002316248,0.00006905579,0.0005026505,0.000003051796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967224,0.001169012,0.00008171367,0.00007216311,0.000005990191,0.00002036976,0.0001197996,0.000004375075,0.001804249],"genre_scores_gemma":[0.9993041,0.0002831189,0.00006394258,0.00003295584,0.000008817635,0.000007827503,0.00007304623,5.576946e-7,0.0002256435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004255549,"threshold_uncertainty_score":0.01423627,"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."}}