{"id":"W2090721578","doi":"10.1007/s10826-011-9555-z","title":"Youth Characteristics Associated with Intensity of Service Use in a School-Based Mental Health Intervention","year":2011,"lang":"en","type":"article","venue":"Journal of Child and Family Studies","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mental health; Intervention (counseling); Medicine; Psychiatry; Recidivism; Bivariate analysis; Referral; Suicidal ideation; Clinical psychology; Psychology; Suicide prevention; Poison control; Family medicine; 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":[0.001026381,0.0002206775,0.0003835091,0.0009598717,0.0007284331,0.001168912,0.000482389,0.0006719964,0.001394245],"category_scores_gemma":[0.004494348,0.0003020154,0.0008562999,0.001168386,0.0003706118,0.0004452874,0.000828089,0.001363289,0.0001169793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039556,"about_ca_system_score_gemma":0.001132238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081248,"about_ca_topic_score_gemma":0.03476813,"domain_scores_codex":[0.999014,0.0002779377,0.0001416243,0.0000800046,0.0001873821,0.0002990761],"domain_scores_gemma":[0.9963332,0.0007193904,0.001508085,0.00008785709,0.0002761481,0.001075298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001438304,0.0002770333,0.9980062,0.000004961411,0.00003761752,0.00004067307,0.00020027,0.00002701245,0.0001297026,0.00001743641,0.00004506923,0.001070252],"study_design_scores_gemma":[0.00000412987,0.00008915899,0.9992326,0.000003645759,0.00001601986,0.00003319525,0.0004510721,0.00009029043,0.00003595333,0.000005782846,0.0000363684,0.000001760475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997068,0.000038284,0.00001081987,0.000034979,0.000002645915,0.000006072337,0.00004118468,0.00000149627,0.0001577941],"genre_scores_gemma":[0.9997413,0.00003588984,0.00002486216,0.00001479132,0.000004119244,0.000006900108,0.00008274182,0.000001594344,0.00008766331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02081248,"threshold_uncertainty_score":0.04138267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07482946268070116,"score_gpt":0.293747459497426,"score_spread":0.2189179968167248,"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."}}