{"id":"W2965158880","doi":"10.1192/bjb.2019.51","title":"Rethinking self-injury recovery: a commentary and conceptual reframing","year":2019,"lang":"en","type":"article","venue":"BJPsych Bulletin","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Cognitive reframing; Computer science; Data science; Medicine; Psychology; Psychotherapist","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":[0.02482789,0.001645361,0.002689801,0.002664721,0.009429651,0.008038368,0.009557567,0.03926301,0.002411298],"category_scores_gemma":[0.09340072,0.000705723,0.002090049,0.00303426,0.02696265,0.01628534,0.006816749,0.06723173,0.00143799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01574398,"about_ca_system_score_gemma":0.01964873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0216638,"about_ca_topic_score_gemma":0.0281368,"domain_scores_codex":[0.9724999,0.01682505,0.002624498,0.002118282,0.004659974,0.001272405],"domain_scores_gemma":[0.8730056,0.1043213,0.003051629,0.001223678,0.01450637,0.003891338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009456484,0.00004725995,0.0002028826,0.002364339,0.00003886904,0.002538163,0.02964434,0.0001192176,0.0003215307,0.02582093,0.9227108,0.01609717],"study_design_scores_gemma":[0.00005290764,0.0001046865,0.0005241947,0.008354135,0.00005535163,0.003300026,0.04562003,0.0002646356,0.0001939425,0.02484762,0.9165455,0.0001368872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003413604,0.02150286,0.0002613082,0.8785595,0.09843391,0.00002222287,0.00001862351,0.00001073161,0.0008495877],"genre_scores_gemma":[0.01163406,0.02583498,0.0006481636,0.8098265,0.1497272,0.0001463409,0.00002349357,0.00005120308,0.002108128],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03926301,"threshold_uncertainty_score":0.131304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141765723744049,"score_gpt":0.2869247889140909,"score_spread":0.2655071316766504,"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."}}