{"id":"W3113596009","doi":"10.1016/j.lssr.2020.12.002","title":"A review of astronaut mental health in manned missions: Potential interventions for cognitive and mental health challenges","year":2020,"lang":"en","type":"review","venue":"Life Sciences in Space Research","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Crew; Cognition; Psychology; Psychological intervention; Space exploration; Isolation (microbiology); Social isolation; Space (punctuation); Applied psychology; Affect (linguistics); Space environment; Aeronautics; Psychiatry; Engineering; Aerospace engineering; Computer science; Physics; Communication","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":[0.009884516,0.0003047585,0.002685136,0.001166793,0.0002264111,0.00001530603,0.0003721745,0.000169137,0.00005346162],"category_scores_gemma":[0.002674327,0.0002262424,0.0003789144,0.001503827,0.001091624,0.00009879055,0.000445086,0.0008857131,0.000009411849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774346,"about_ca_system_score_gemma":0.00365746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710827,"about_ca_topic_score_gemma":0.0002160742,"domain_scores_codex":[0.993945,0.002428764,0.00107446,0.0009409836,0.0006987342,0.000912058],"domain_scores_gemma":[0.997816,0.000878873,0.0004732704,0.0002238334,0.0001197525,0.0004883047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039987,0.0003297876,0.00003106934,0.3022329,0.0000653872,0.000007512283,0.0004259232,1.827813e-8,0.000001171095,0.0003912572,0.01055345,0.6858575],"study_design_scores_gemma":[0.0009859239,0.004047027,0.00005424686,0.471469,0.0000237188,0.0000613727,0.001779694,0.00002971501,5.557028e-7,0.00002745927,0.5213974,0.0001238366],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006954625,0.8496409,0.0000152768,0.1423211,0.0001471289,0.007487162,0.0002406471,0.00001109219,0.0001297841],"genre_scores_gemma":[0.00003506119,0.9972441,0.001208904,0.0006542919,0.00008982287,0.0004779707,0.0001771591,0.00002488513,0.00008785335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6857337,"threshold_uncertainty_score":0.9225898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3123890529284942,"score_gpt":0.5783396845879801,"score_spread":0.265950631659486,"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."}}