{"id":"W4406580412","doi":"10.1111/sltb.13164","title":"Identity Pathology and Emptiness as Novel Predictors of Suicidal Ideation","year":2025,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"National Institute of Mental Health; Faculty of Arts and Sciences; Queen's University","keywords":"Emptiness; Suicidal ideation; Identity (music); Psychology; Ideation; Psychoanalysis; Clinical psychology; Medicine; Suicide prevention; Poison control; Philosophy; Medical emergency; Epistemology; Aesthetics; Cognitive science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001086034,0.0002853707,0.0002572737,0.0007281635,0.0003653848,0.0008451379,0.0003011468,0.0003267216,0.001987148],"category_scores_gemma":[0.005088523,0.0002076775,0.0003985705,0.0003395448,0.0005059741,0.0005025695,0.001086333,0.000917584,0.0001152404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503958,"about_ca_system_score_gemma":0.0004801979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308856,"about_ca_topic_score_gemma":0.00290458,"domain_scores_codex":[0.9996961,0.0001237426,0.0000369107,0.00003693824,0.00007121566,0.00003505476],"domain_scores_gemma":[0.9969489,0.0006847411,0.001618801,0.0001730643,0.0001789547,0.0003955908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001053409,0.00005822215,0.9953141,0.00002058621,0.00005481459,0.00008257299,0.0004945024,0.00003712915,0.0002447948,0.00006021463,0.00002728523,0.003500397],"study_design_scores_gemma":[0.000003983957,0.0001251049,0.9979522,0.00001891887,0.00003144163,0.0003195554,0.0008652305,0.0003000097,0.0001116521,0.0001910627,0.00007648973,0.000004442163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994715,0.0001386976,0.000109588,0.0000352712,0.000002207501,0.000004398907,0.00001972602,0.000001237481,0.0002173925],"genre_scores_gemma":[0.9996081,0.00006123629,0.0001777332,0.000007848013,0.000002766866,0.000003330101,0.00003470681,6.13916e-7,0.0001037154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987148,"threshold_uncertainty_score":0.006647706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481922301144749,"score_gpt":0.3479163318743116,"score_spread":0.3130971088628641,"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."}}