{"id":"W3143603682","doi":"10.1111/bjc.12291","title":"Shame, guilt, and suicidal thoughts: The interaction matters","year":2021,"lang":"en","type":"article","venue":"British Journal of Clinical Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Shame; Suicidal ideation; Psychology; Clinical psychology; Association (psychology); Suicide prevention; Poison control; Psychiatry; Psychotherapist; Social psychology; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00185078,0.0001365819,0.0006139485,0.00005597128,0.0001401919,0.00007593725,0.0004205264,0.0002201525,0.0011354],"category_scores_gemma":[0.001429831,0.0001137569,0.0003277019,0.0001585665,0.0004050262,0.0001272198,0.0001358485,0.001154774,0.00008826601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009560647,"about_ca_system_score_gemma":0.00003757999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005110291,"about_ca_topic_score_gemma":0.00012786,"domain_scores_codex":[0.9965977,0.001073838,0.001503947,0.0003374225,0.0001871211,0.0002999651],"domain_scores_gemma":[0.9968026,0.001736004,0.0006292235,0.0003971642,0.0002974411,0.000137566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007191792,0.0006526147,0.09690097,0.000008611292,0.0008647068,0.00492128,0.000574593,0.000001140241,0.00007620607,0.0003091651,0.7387596,0.1562119],"study_design_scores_gemma":[0.003274864,0.0004530959,0.7970286,0.00003678285,0.0001429966,0.03414349,0.001748732,0.000001603061,0.0000163099,0.004731577,0.1582512,0.0001707867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095251,0.01210471,0.0003719209,0.0511359,0.01125605,0.00009731829,0.000007838671,0.00002064137,0.01548056],"genre_scores_gemma":[0.9332204,0.005136058,0.0007959906,0.05564512,0.003530894,0.000007188939,0.000002864413,0.00003434089,0.00162716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7001276,"threshold_uncertainty_score":0.9997777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1497156560828195,"score_gpt":0.4864439401489252,"score_spread":0.3367282840661057,"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."}}