{"id":"W2559586523","doi":"10.1111/pan.13035","title":"Effects of partial sleep deprivation on reaction time in anesthesiologists","year":2016,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vigilance (psychology); Psychomotor learning; Sleep deprivation; Medicine; Coping (psychology); Psychomotor vigilance task; Moderation; Psychomotor agitation; Audiology; Anesthesia; Clinical psychology; Cognition; Psychology; Psychiatry; Social psychology","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":[0.0003607929,0.0002041839,0.0002301058,0.000185118,0.0001032351,0.000257178,0.000108518,0.0001556053,0.001591385],"category_scores_gemma":[0.003304702,0.00008324077,0.0003482945,0.0001635336,0.0001664271,0.00009543885,0.000213814,0.0002759474,0.0001262931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001842743,"about_ca_system_score_gemma":0.0001700123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483124,"about_ca_topic_score_gemma":0.001621045,"domain_scores_codex":[0.9997185,0.0001076178,0.00003119737,0.00004141293,0.00006323511,0.00003796305],"domain_scores_gemma":[0.9974407,0.001105297,0.000826106,0.0001736244,0.0001564748,0.0002977359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02805097,0.0008832712,0.7809877,0.0003947063,0.0008267486,0.0003703674,0.0007545565,0.0007265598,0.1191856,0.00004553258,0.0003586622,0.06741536],"study_design_scores_gemma":[0.00001952875,0.00205379,0.9964516,0.000003926669,0.00003124632,0.00007823922,0.00004947425,0.0001471537,0.00108366,0.000007005841,0.00007133858,0.000003064107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994462,0.0002045929,0.00008487796,0.00001752832,0.00000566195,0.00000558306,0.00005349746,0.000004603633,0.0001773859],"genre_scores_gemma":[0.9997162,0.00006256009,0.00005135439,0.00001307536,0.000005793871,0.000007917002,0.00006014601,0.000001880263,0.00008087613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001591385,"threshold_uncertainty_score":0.005323708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009060674121119603,"score_gpt":0.2458420937822779,"score_spread":0.2367814196611583,"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."}}