{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000608527,0.0001700893,0.0002220916,0.00006863385,0.0005618105,0.00006140014,0.0002509076,0.00007886096,0.0007280985],"category_scores_gemma":[0.00002976918,0.0001551579,0.0001377384,0.0001037672,0.0000324616,0.00006929779,0.00004235366,0.0001736222,0.001388577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981152,"about_ca_system_score_gemma":0.00003156044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007781889,"about_ca_topic_score_gemma":0.00008355091,"domain_scores_codex":[0.9983262,0.0001183884,0.0003571972,0.0004147119,0.0003513712,0.0004321722],"domain_scores_gemma":[0.9992675,0.00003108016,0.0001898542,0.0002019777,0.00004095844,0.000268684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002566047,0.0008988065,0.4491557,0.000108746,0.000159129,6.258778e-7,0.004384208,0.000003028112,0.0000940787,0.003692065,0.5054899,0.03575714],"study_design_scores_gemma":[0.002892497,0.0001294631,0.720698,0.0001969676,0.00001270263,0.000004984373,0.0004033355,0.000008051295,0.000009850898,0.002208661,0.2732274,0.000208086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613681,0.001365695,0.002377064,0.007437269,0.01173432,0.002213794,0.0001986149,0.0002210574,0.01308405],"genre_scores_gemma":[0.9580584,0.0001844442,0.0007147508,0.003675154,0.001246182,0.0001345832,0.0002460918,0.00004614232,0.03569424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2715423,"threshold_uncertainty_score":0.9993889,"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."}}