{"id":"W4391138443","doi":"10.3389/fpsyt.2024.1278230","title":"DSM-5 suicidal behavior disorder: a systematic review of research on clinical utility, diagnostic boundaries, measures, pathophysiology and interventions","year":2024,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Optimal distinctiveness theory; Psychological intervention; Systematic review; Clinical psychology; Psychology; Empirical research; Psychiatry; MEDLINE; Medicine; Psychotherapist","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":[0.01235008,0.001838983,0.007288998,0.01099535,0.0007062356,0.002323855,0.001951712,0.001818819,0.003739726],"category_scores_gemma":[0.04081272,0.000994215,0.006408565,0.01124842,0.0009157573,0.00196612,0.001502457,0.001422469,0.0003645028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004570039,"about_ca_system_score_gemma":0.01510528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01041314,"about_ca_topic_score_gemma":0.02811585,"domain_scores_codex":[0.9921024,0.002981618,0.003011026,0.0005109182,0.001201509,0.0001925162],"domain_scores_gemma":[0.9695871,0.02355239,0.003643,0.0003664846,0.002559065,0.0002919963],"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":[0.0001300653,0.0000155172,0.0006288728,0.9131047,0.003906369,0.00005514974,0.000191551,0.00008472513,0.00009703507,0.0003287027,0.002494487,0.0789628],"study_design_scores_gemma":[0.0001730325,0.0001493643,0.003647599,0.9381149,0.03121733,0.0002846624,0.0003040712,0.0000783039,0.0001195512,0.0004568896,0.02542256,0.0000316722],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002479829,0.9991002,0.0000755773,0.0001542927,0.00006236576,0.0001021555,0.0001387345,0.000004178317,0.0001143822],"genre_scores_gemma":[0.003854923,0.9948808,0.0004936233,0.0002536174,0.00005167154,0.0002757316,0.0001454187,0.000002576899,0.00004163928],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01235008,"threshold_uncertainty_score":0.06531423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1706101271156356,"score_gpt":0.5017739751826328,"score_spread":0.3311638480669972,"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."}}