{"id":"W3081084612","doi":"10.1016/j.jad.2020.08.049","title":"Predicting engagement in nonsuicidal self-injury (NSSI) over the course of 12 months: the roles of borderline personality disorder pathology and emotional consequences of NSSI","year":2020,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Borderline personality disorder; Psychology; Anger; Sadness; Clinical psychology; Injury prevention; Anxiety; Poison control; Personality pathology; Rumination; Human factors and ergonomics; Personality; Psychiatry; Medicine; Personality disorders; Cognition; Medical emergency; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001388494,0.0001913937,0.000537288,0.00009148386,0.0001179692,0.000006962787,0.0002455679,0.00008629981,0.0001119996],"category_scores_gemma":[0.0004153944,0.0001121626,0.0001773328,0.000242707,0.0008162304,0.00009380252,0.00008859506,0.0004957988,3.432347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002070922,"about_ca_system_score_gemma":0.0001158816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004433932,"about_ca_topic_score_gemma":0.001322307,"domain_scores_codex":[0.9975736,0.001009709,0.0006786032,0.0001974173,0.0003231598,0.0002175369],"domain_scores_gemma":[0.9972345,0.001473072,0.0008819312,0.0001383926,0.0002266722,0.00004539745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006629846,0.000513238,0.945528,0.00006917858,0.0008351162,0.000009510502,0.04603091,0.0001553639,0.001023751,0.000520147,0.0002479708,0.004403802],"study_design_scores_gemma":[0.001840457,0.0011258,0.9184311,0.00003587037,0.0001793468,0.00001781966,0.07711988,0.0002031395,0.0001899583,0.0006039265,0.0001524875,0.0001002049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880969,0.005506643,0.0001345409,0.005110248,0.0001454402,0.0003731724,0.00007850624,0.00000629485,0.0005482839],"genre_scores_gemma":[0.9989333,0.0006256681,0.0000605177,0.0002769021,0.00007313855,0.00001335843,0.000001727403,0.00001228349,0.000003127917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03108897,"threshold_uncertainty_score":0.4573858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842730905337292,"score_gpt":0.3118180292319012,"score_spread":0.2933907201785282,"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."}}