{"id":"W4386046884","doi":"10.1111/acps.13600","title":"Transdiagnostic suicidality in depression: More similar than different?","year":2023,"lang":"en","type":"letter","venue":"Acta Psychiatrica Scandinavica","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Borderline personality disorder; Suicidal ideation; Psychiatry; Psychology; Clinical psychology; Context (archaeology); Major depressive disorder; Depression (economics); Suicide attempt; Poison control; Suicide prevention; Population; Mood; Bipolar disorder; Mood disorders; Medicine; Anxiety; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006376947,0.0005561363,0.001717091,0.002556735,0.0007861344,0.003348569,0.001363233,0.002718991,0.001959774],"category_scores_gemma":[0.01698604,0.0004740389,0.001058451,0.003451908,0.002502136,0.004754981,0.002174961,0.003588179,0.0005207468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00150119,"about_ca_system_score_gemma":0.00156836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004976996,"about_ca_topic_score_gemma":0.005448538,"domain_scores_codex":[0.9949979,0.002003246,0.001027304,0.0005909646,0.001037109,0.0003434469],"domain_scores_gemma":[0.9928704,0.002469325,0.001842839,0.0004771735,0.001743041,0.0005971874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006957536,0.0002015805,0.4869172,0.003804911,0.001237375,0.008050776,0.009764837,0.0002450532,0.001086492,0.01709318,0.0472481,0.4236548],"study_design_scores_gemma":[0.0002689832,0.0007264489,0.7442009,0.02393688,0.001122543,0.06370731,0.03021376,0.001804666,0.0004288923,0.06889559,0.06437614,0.0003178316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.223354,0.4765204,0.007366204,0.2632571,0.01191189,0.000265234,0.0008569636,0.0001373503,0.01633081],"genre_scores_gemma":[0.777133,0.1554209,0.004404318,0.04448094,0.01583905,0.000182375,0.001008405,0.00006614476,0.001464943],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006376947,"threshold_uncertainty_score":0.03372496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347774992946,"score_gpt":0.3232137091269428,"score_spread":0.2897359591974828,"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."}}