{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005814791,0.0004433047,0.001090085,0.000308283,0.0001412451,0.00004081666,0.0001958018,0.0001906149,0.0001324186],"category_scores_gemma":[0.000001055857,0.0003820829,0.0004897329,0.0001003814,0.00004792046,0.00009862739,0.00001426657,0.0001494806,0.00003698772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007244661,"about_ca_system_score_gemma":0.0002200401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005378445,"about_ca_topic_score_gemma":0.00008572925,"domain_scores_codex":[0.9980949,0.00008523116,0.0006776195,0.0005960641,0.000251345,0.0002948767],"domain_scores_gemma":[0.9989038,0.00003990705,0.0003505562,0.0004984798,0.00003320675,0.0001740274],"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":[0.0001629561,0.001050404,0.001127743,0.001193102,0.0003177939,0.0000260917,0.0002932434,0.000003285548,0.00000515086,0.06093804,0.0006462563,0.9342359],"study_design_scores_gemma":[0.005639807,0.002938966,0.009654944,0.001942201,0.008001411,0.0005950351,0.0005078046,0.00003776811,0.000001833437,0.003285166,0.9654366,0.001958446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006340385,0.9912829,0.0004260107,0.001006903,0.002017177,0.002035627,0.0007961034,0.00005524842,0.001745987],"genre_scores_gemma":[0.05799294,0.9231874,0.003332937,0.00007621269,0.002244658,0.001352869,0.0006323195,0.000403183,0.01077743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9647903,"threshold_uncertainty_score":0.9998631,"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."}}