{"id":"W2512861669","doi":"","title":"Effective Mental Health Screening in Adolescents","year":2016,"lang":"en","type":"article","venue":"Child Psychiatry & Human Development","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychology; Mental health; Developmental psychology; Clinical psychology; Psychiatry","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":[0.001642343,0.0001805587,0.0003329736,0.0007096021,0.001155565,0.0009199507,0.0005802134,0.0008668834,0.003174599],"category_scores_gemma":[0.006666325,0.0002551346,0.0003280487,0.000450849,0.0003949143,0.000922726,0.001349209,0.001555209,0.0002792357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284654,"about_ca_system_score_gemma":0.007420449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01553808,"about_ca_topic_score_gemma":0.03666174,"domain_scores_codex":[0.9989748,0.0005057087,0.00006331172,0.00004999603,0.0001379625,0.0002680906],"domain_scores_gemma":[0.9976022,0.0008736923,0.0003214318,0.00006286416,0.0002881371,0.0008517503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001909941,0.003082741,0.7710404,0.0003258866,0.00003607626,0.0009574129,0.00399762,0.0002095727,0.0005507164,0.001861654,0.01181897,0.2059279],"study_design_scores_gemma":[0.0002164209,0.001438871,0.9456425,0.002758891,0.000217306,0.001462869,0.0228486,0.001169073,0.001508803,0.003196459,0.01951,0.00003035702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486746,0.006919601,0.000809003,0.02584897,0.0004164799,0.0002516696,0.0002778525,0.00003348475,0.01676835],"genre_scores_gemma":[0.9903734,0.004309949,0.001238111,0.002059442,0.0001437109,0.0001636528,0.0001306612,0.000005661009,0.0015754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553808,"threshold_uncertainty_score":0.03089529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02986980949225833,"score_gpt":0.4174131804630465,"score_spread":0.3875433709707882,"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."}}