{"id":"W4391337817","doi":"10.1097/nmd.0000000000001731","title":"Lack of Identity and Suicidality","year":2024,"lang":"en","type":"article","venue":"The Journal of Nervous and Mental Disease","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Kwantlen Polytechnic University; Simon Fraser University; Providence Health Care","funders":"","keywords":"Psychology; Mediation; Identity (music); Distress; Suicidal ideation; Clinical psychology; Association (psychology); Mental health; Psychological distress; Suicide prevention; Psychiatry; Poison control; Medicine; Psychotherapist; 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":[0.0009569437,0.0001636965,0.0002724402,0.000437121,0.0004498567,0.0008472065,0.0002510247,0.0002656641,0.002844366],"category_scores_gemma":[0.005117853,0.0001099919,0.0002177837,0.0003386968,0.0003985714,0.0003344919,0.0009050161,0.000768606,0.0002204094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002826748,"about_ca_system_score_gemma":0.0004879327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008353003,"about_ca_topic_score_gemma":0.001216127,"domain_scores_codex":[0.999604,0.0001890475,0.00004439465,0.00003293001,0.00009737782,0.0000322431],"domain_scores_gemma":[0.9955547,0.0009731703,0.002215167,0.0002193227,0.0003891566,0.0006484221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001141101,0.0001281861,0.9939149,0.00003337068,0.00005387694,0.00007337885,0.0004425653,0.00003610819,0.000202374,0.0001131368,0.00008879011,0.004799241],"study_design_scores_gemma":[0.000005995794,0.000128837,0.9976624,0.00003305124,0.00003180638,0.0004532269,0.0009425466,0.000167246,0.0001510535,0.0002429366,0.0001766693,0.00000426119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987496,0.0002450571,0.00007584749,0.0001243399,0.000007030186,0.000006538172,0.00004686556,0.000001308795,0.0007433115],"genre_scores_gemma":[0.999619,0.00009512594,0.00009405589,0.00001345534,0.000003777702,0.000003759886,0.00003875154,3.741281e-7,0.0001316685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002844366,"threshold_uncertainty_score":0.009515345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06706076869398062,"score_gpt":0.3845943617188262,"score_spread":0.3175335930248456,"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."}}