{"id":"W4391115330","doi":"10.1016/j.heliyon.2024.e24894","title":"Grey matter abnormalities in major depressive disorder patients with suicide attempts: A systematic review of age-specific differences","year":2024,"lang":"en","type":"review","venue":"Heliyon","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology of Sichuan Province; National Natural Science Foundation of China","keywords":"Grey literature; Psychiatry; Major depressive disorder; Grey matter; Medicine; Psychology; Clinical psychology; MEDLINE; Political science; Cognition; Magnetic resonance imaging; White matter","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004923452,0.001220234,0.006690794,0.007460043,0.0004211459,0.001543807,0.001365663,0.001199574,0.002636103],"category_scores_gemma":[0.02299427,0.0008837104,0.008335641,0.006715749,0.0005908233,0.00113141,0.001131408,0.0006332673,0.0001804663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582423,"about_ca_system_score_gemma":0.003741082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006927351,"about_ca_topic_score_gemma":0.0219156,"domain_scores_codex":[0.995932,0.001141094,0.001756829,0.0005367999,0.000516218,0.0001169304],"domain_scores_gemma":[0.9825193,0.01174163,0.003962568,0.0003424853,0.001270104,0.0001639614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003420579,0.00001602127,0.006110165,0.9236689,0.03391865,0.0001242868,0.0002193446,0.00009487342,0.0002176937,0.0001036501,0.000992868,0.03419149],"study_design_scores_gemma":[0.0004138431,0.0003945861,0.05146545,0.5973449,0.3355296,0.001016338,0.0004386917,0.0001253536,0.0003253956,0.0003309524,0.01254071,0.00007428682],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002587473,0.996545,0.00008556191,0.00008967385,0.00004334608,0.00009202709,0.0004524683,0.000004953174,0.00009934476],"genre_scores_gemma":[0.05581861,0.9420453,0.0007138751,0.0003778295,0.00008700204,0.0003224771,0.0005479662,0.000006655342,0.0000802435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007460043,"threshold_uncertainty_score":0.02603799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04594256713820675,"score_gpt":0.3261572561814928,"score_spread":0.2802146890432861,"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."}}