{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300264,0.001058771,0.003044779,0.003591656,0.0003472041,0.001347618,0.001180105,0.001500765,0.005390171],"category_scores_gemma":[0.003700218,0.000414216,0.001867435,0.004048072,0.0004342626,0.001283467,0.001035618,0.001602158,0.000633621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009862939,"about_ca_system_score_gemma":0.003584699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005437903,"about_ca_topic_score_gemma":0.01324699,"domain_scores_codex":[0.9994792,0.0001285858,0.0001503359,0.00007750558,0.000128432,0.00003594595],"domain_scores_gemma":[0.9981593,0.001323478,0.0002345546,0.00001940231,0.0001997062,0.00006360147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000185728,0.000082887,0.0002648926,0.3253253,0.001098578,0.0001161922,0.0001491646,0.000254318,0.0004015706,0.001374072,0.02409676,0.6466505],"study_design_scores_gemma":[0.0001943003,0.0003236558,0.004143483,0.3193572,0.006175647,0.0009158479,0.0003542791,0.0001724896,0.0001970113,0.001999063,0.6660935,0.00007350473],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003706201,0.9996368,0.00001899691,0.0001122038,0.00006860286,0.000004778126,0.0000215602,0.000001476729,0.00009848784],"genre_scores_gemma":[0.0002714171,0.9994112,0.00006307296,0.0001374382,0.00005264236,0.000006516959,0.0000150029,3.764954e-7,0.00004221035],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005437903,"threshold_uncertainty_score":0.0180319,"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."}}