{"id":"W2131541024","doi":"10.1177/1942602x14550402","title":"Identifying Students at Risk for Mental Health Problems","year":2014,"lang":"en","type":"article","venue":"NASN School Nurse","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Mental illness; Quarter (Canadian coin); Referral; Psychology; School nursing; Medicine; Psychiatry; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005911841,0.0002364724,0.0002976867,0.001846559,0.0008906781,0.0007166369,0.0003523244,0.0006388442,0.003894456],"category_scores_gemma":[0.00281837,0.0002381701,0.0002742786,0.0007148614,0.0001822965,0.0006398101,0.001210155,0.0008100843,0.0008398099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004765854,"about_ca_system_score_gemma":0.0009150368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112685,"about_ca_topic_score_gemma":0.02500749,"domain_scores_codex":[0.9995348,0.0001030037,0.00004888497,0.00003422959,0.0001361469,0.0001428796],"domain_scores_gemma":[0.9990695,0.00009128245,0.0002191166,0.00002239231,0.0002321079,0.0003655284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002461592,0.0002284762,0.9793204,0.00003295749,0.000004343476,0.0001461541,0.0008838738,0.00001601581,0.0003005271,0.00004116305,0.001700721,0.01730072],"study_design_scores_gemma":[0.000007702564,0.0002252398,0.9908952,0.00009455474,0.00001543549,0.0004341536,0.004856458,0.0002124716,0.0002264172,0.00009480937,0.002928369,0.000009268597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990279,0.0003229785,0.0001877815,0.001059717,0.0000468404,0.0002397594,0.0003304069,0.00002198689,0.007511412],"genre_scores_gemma":[0.9932586,0.001034069,0.001332004,0.0003045548,0.00004105624,0.0001667483,0.0004513696,0.000007143437,0.003404346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0112685,"threshold_uncertainty_score":0.0224058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02558948837190806,"score_gpt":0.3540972908924856,"score_spread":0.3285078025205776,"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."}}