{"id":"W2054286397","doi":"10.1016/s0924-9338(10)70391-6","title":"P01-185 - Predicting Risk for Poor Outcomes in Children's Mental Health","year":2010,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Quartile; Medicine; Mental health; Regression analysis; Scale (ratio); Confidence interval; Psychiatry; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006739658,0.0002218471,0.0002363094,0.0001159799,0.0003469439,0.0000363857,0.000263354,0.00005721825,0.0002879361],"category_scores_gemma":[0.00002317916,0.0001990122,0.0001651824,0.000134915,0.00004457298,0.00005894227,0.00004733232,0.0005024451,0.0003088215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002246254,"about_ca_system_score_gemma":0.00006706984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009062279,"about_ca_topic_score_gemma":0.0002007686,"domain_scores_codex":[0.9982447,0.0001651802,0.0004857091,0.0004726454,0.0001620152,0.000469729],"domain_scores_gemma":[0.9993472,0.00002529144,0.0002111473,0.0002349,0.00001748765,0.0001639665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005770856,0.0006292965,0.9227623,0.00001320761,0.00007761548,5.453404e-7,0.002449121,4.996215e-7,0.00001051934,0.005002881,0.05910473,0.009891609],"study_design_scores_gemma":[0.002238958,0.00008958799,0.9674512,0.00008504292,0.000007044835,0.00001254062,0.0006409552,0.00000311504,7.411442e-7,0.0006572501,0.02859445,0.0002190858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581921,0.0003609222,0.00007742891,0.01187065,0.01278454,0.0007078298,0.0003059886,0.0001328022,0.01556774],"genre_scores_gemma":[0.9889091,0.00002960482,0.002317768,0.004544126,0.001811669,0.0000133173,0.0001825104,0.00006207698,0.002129779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468896,"threshold_uncertainty_score":0.811548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008433757766638997,"score_gpt":0.275535044125284,"score_spread":0.267101286358645,"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."}}