{"id":"W4410588564","doi":"10.1007/s42843-025-00131-9","title":"Supporting Clients Who Self-Injure: A Person-Centered Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Health Service Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Psychology; Computer science","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":[0.008919992,0.0006954793,0.0007100049,0.001940287,0.008155084,0.00759587,0.003898813,0.004282879,0.007004528],"category_scores_gemma":[0.009227514,0.0005017077,0.0008893945,0.0007429955,0.005568087,0.003582594,0.01044793,0.006960727,0.001056444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004217863,"about_ca_system_score_gemma":0.02557301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002810539,"about_ca_topic_score_gemma":0.007636213,"domain_scores_codex":[0.9911049,0.0057658,0.0001686428,0.0003729185,0.001517443,0.001070331],"domain_scores_gemma":[0.9924459,0.00217669,0.0004578581,0.0003448861,0.0009779747,0.003596778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004063362,0.01426252,0.02753447,0.001921533,0.0004285849,0.002856592,0.3631172,0.001487667,0.003870192,0.07765001,0.03990646,0.4665584],"study_design_scores_gemma":[0.0006495984,0.003774533,0.03612049,0.004359339,0.0006382639,0.005841747,0.664526,0.004292654,0.004608342,0.1091644,0.1658196,0.0002050864],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4246312,0.006139819,0.1075325,0.2316822,0.003213153,0.002773334,0.0001135856,0.0009677343,0.2229464],"genre_scores_gemma":[0.9269119,0.003220963,0.04025105,0.01484213,0.0003301274,0.00102735,0.00006313343,0.00009694461,0.01325636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008919992,"threshold_uncertainty_score":0.04717404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07946295083501773,"score_gpt":0.4291525495081424,"score_spread":0.3496895986731247,"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."}}