{"id":"W2112168301","doi":"10.1016/j.jadohealth.2014.04.019","title":"Screening for Mental Health Problems: Does It Work?","year":2014,"lang":"en","type":"letter","venue":"Journal of Adolescent Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scopus; Referral; Mental health; Psychosocial; Medicine; Family medicine; Health care; Psychiatry; MEDLINE","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":[0.01373693,0.001339219,0.003798578,0.002694149,0.003499095,0.004294759,0.003525815,0.05106211,0.007555321],"category_scores_gemma":[0.06447258,0.00132283,0.003056556,0.001267432,0.003409271,0.008664846,0.001931818,0.03221044,0.006265014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003462868,"about_ca_system_score_gemma":0.006428714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413383,"about_ca_topic_score_gemma":0.02861101,"domain_scores_codex":[0.9895617,0.004230428,0.001996329,0.0008064563,0.002275987,0.001129043],"domain_scores_gemma":[0.9414865,0.03134699,0.003232618,0.001222479,0.01456117,0.008150333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003001072,0.0005607254,0.0458378,0.0005914432,0.00029379,0.006836922,0.0006565545,0.000238169,0.0004758502,0.001565678,0.7982124,0.1444305],"study_design_scores_gemma":[0.001863781,0.002002619,0.1134042,0.02703515,0.002208464,0.02749274,0.009713423,0.005596376,0.001557021,0.03126152,0.776668,0.001196791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001671157,0.005156754,0.0002181053,0.97863,0.01062389,0.00003188431,0.00005945094,0.00004354542,0.003565218],"genre_scores_gemma":[0.01649212,0.008751373,0.001780831,0.9117492,0.05772553,0.0001021525,0.00009871266,0.00004936073,0.003250777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05106211,"threshold_uncertainty_score":0.07264864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05859671703937022,"score_gpt":0.3435165155784256,"score_spread":0.2849197985390554,"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."}}