{"id":"W4401542320","doi":"10.1111/jcpp.14046","title":"Predicting the trajectory of non‐suicidal self‐injury among adolescents","year":2024,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Victoria","funders":"National Institute of Mental Health; Tommy Fuss Fund","keywords":"Suicidal ideation; Psychology; Comorbidity; Injury prevention; Suicide prevention; Poison control; Suicide attempt; Human factors and ergonomics; Clinical psychology; Young adult; Occupational safety and health; Psychiatry; Medicine; Developmental psychology; Medical emergency","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":[0.0009598493,0.0003321173,0.0002293866,0.000623143,0.0002505773,0.0006495645,0.0003663976,0.0002958637,0.0009717771],"category_scores_gemma":[0.003930185,0.0002137933,0.00050413,0.0003748004,0.0001459931,0.0004320631,0.0005971811,0.0009296449,0.0002450459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230539,"about_ca_system_score_gemma":0.0005387035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008066546,"about_ca_topic_score_gemma":0.01228141,"domain_scores_codex":[0.9998041,0.00007136328,0.00002305887,0.00003429355,0.00003002969,0.00003726394],"domain_scores_gemma":[0.9980915,0.0004425267,0.0007993885,0.0001010639,0.0002571933,0.0003082041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003166032,0.00003839967,0.9976118,0.000003278722,0.00001009089,0.000008978932,0.00005545633,0.0002954498,0.00003398582,0.00001456621,0.00006092493,0.001835454],"study_design_scores_gemma":[0.000004564194,0.0001457455,0.9856448,0.00002236069,0.00001643174,0.00007260345,0.0004462864,0.01327489,0.0001361992,0.0001240276,0.0001073148,0.000004829903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994449,0.00002528262,0.0002218038,0.00004031972,0.000001473205,0.000008176517,0.0001883399,0.000004621971,0.00006520029],"genre_scores_gemma":[0.998421,0.00004982988,0.0005476639,0.000006813181,0.000002143311,0.00001133864,0.0008677632,0.000002435165,0.00009099624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008066546,"threshold_uncertainty_score":0.01603919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002964882576686,"score_gpt":0.3077015772469109,"score_spread":0.297671928421144,"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."}}