{"id":"W2606077861","doi":"10.1038/tp.2017.50","title":"Animal models to improve our understanding and treatment of suicidal behavior","year":2017,"lang":"en","type":"review","venue":"Translational Psychiatry","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Colorado Clinical and Translational Sciences Institute; National Institute of Mental Health; Utah Science Technology and Research; Joint Institute for Food Safety and Applied Nutrition, University of Maryland; King's College London; Alfred P. Sloan Foundation; American Foundation for Suicide Prevention; National Institute for Health and Care Research; U.S. Department of Veterans Affairs","keywords":"Endophenotype; Impulsivity; Psychology; Poison control; Suicidal ideation; Psychiatry; Bipolar disorder; Aggression; Behavioral syndrome; Schizophrenia (object-oriented programming); Medicine; Clinical psychology; Injury prevention; Cognition; Personality; Medical emergency","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":[0.002072897,0.001237512,0.0012177,0.001840487,0.0007891501,0.001355547,0.001484605,0.001956452,0.009584859],"category_scores_gemma":[0.001660837,0.0005422506,0.001302335,0.0006652006,0.001188402,0.001394902,0.001047779,0.004498892,0.00256042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009048674,"about_ca_system_score_gemma":0.001360843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827528,"about_ca_topic_score_gemma":0.003696648,"domain_scores_codex":[0.9983643,0.0006709149,0.0001854459,0.0002154719,0.0004367555,0.000127164],"domain_scores_gemma":[0.9983297,0.0003941889,0.0003383505,0.0004262532,0.0002801511,0.0002313221],"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":[0.004014891,0.00516176,0.009809037,0.008384359,0.001013681,0.002660958,0.0008936022,0.002855118,0.6805291,0.0489246,0.06514173,0.1706112],"study_design_scores_gemma":[0.001273673,0.02036636,0.01927614,0.004311538,0.002013181,0.007461396,0.001139409,0.007365548,0.2722215,0.02936684,0.6349016,0.0003027995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3152581,0.1570645,0.3173525,0.02992092,0.0122751,0.007161503,0.03454046,0.008159814,0.1182671],"genre_scores_gemma":[0.4741386,0.1591106,0.2601618,0.01096308,0.001435762,0.01178305,0.02349307,0.0008887606,0.05802533],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.009584859,"threshold_uncertainty_score":0.03206462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3833195021564606,"score_gpt":0.4699917200443936,"score_spread":0.086672217887933,"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."}}