{"id":"W2055301773","doi":"10.1016/j.beth.2011.04.005","title":"Prospective Prediction of Nonsuicidal Self-Injury: A 1-Year Longitudinal Study in Young Adults","year":2011,"lang":"en","type":"article","venue":"Behavior Therapy","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":207,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Mental Health","keywords":"Psychology; Longitudinal study; Clinical psychology; Developmental psychology; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467758,0.000211432,0.0003319142,0.0001971333,0.00006861063,0.000007303353,0.0001842164,0.0001044156,0.0007416226],"category_scores_gemma":[0.000005760357,0.0001876941,0.00008875824,0.0003141949,0.00006176884,0.00009469361,0.00003257755,0.0002045895,0.00005826303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006125022,"about_ca_system_score_gemma":0.00001834804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824262,"about_ca_topic_score_gemma":0.0009223626,"domain_scores_codex":[0.998511,0.0001344183,0.0003910192,0.0004358128,0.0002253662,0.0003023391],"domain_scores_gemma":[0.9993014,0.00002420005,0.0001315046,0.0003741302,0.0001238473,0.00004491882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002066939,0.005439614,0.9378895,0.000002644075,0.0001643374,0.00004289767,0.05291115,1.854498e-8,0.0002291426,0.0001153195,0.00004188588,0.001096609],"study_design_scores_gemma":[0.00424916,0.002829165,0.9806837,0.000004618571,0.0000764408,0.000008778376,0.01138517,5.840509e-7,0.0005729076,0.00003648752,0.000005124164,0.0001478317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937738,0.0001841528,0.000005365014,0.000004540891,0.0005519954,0.001661386,0.00004398081,0.0001285392,0.003646294],"genre_scores_gemma":[0.9987237,0.00003978046,0.0001308864,0.000008203353,0.00007258485,0.0008929194,0.000003665238,0.00003200135,0.0000961896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0427943,"threshold_uncertainty_score":0.8120248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06933665611850982,"score_gpt":0.3394583418338625,"score_spread":0.2701216857153527,"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."}}