{"id":"W1963861884","doi":"10.1177/1053451215579265","title":"Canadian Children’s Mental Health","year":2015,"lang":"en","type":"article","venue":"Intervention in School and Clinic","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychology; Mental illness; Identification (biology); Variety (cybernetics); Emotional and behavioral disorders; Intervention (counseling); Medical education; Mental health service; Service (business); Applied psychology; Psychiatry; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004777686,0.00007885527,0.0001194399,0.0001126252,0.00006169917,0.00002559776,0.0000706963,0.00005472642,0.002559424],"category_scores_gemma":[0.00001755738,0.00007504754,0.00006766203,0.00008843336,0.00002064872,0.00005436247,0.00001813291,0.0001547451,0.001072163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786965,"about_ca_system_score_gemma":0.0001249428,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05305072,"about_ca_topic_score_gemma":0.06883212,"domain_scores_codex":[0.9990606,0.00009011516,0.0003461996,0.0002018355,0.00008874104,0.000212472],"domain_scores_gemma":[0.99942,0.000005825009,0.00006169946,0.00007275722,0.00001824855,0.0004213988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004822389,0.0002302086,0.7853186,0.000007265284,0.00002808328,0.000002503499,0.0008337485,1.039725e-7,1.47338e-7,0.0009114133,0.1734858,0.03913384],"study_design_scores_gemma":[0.001496452,0.0001012408,0.9510093,0.0001490309,0.000001403081,0.00001224588,0.0007080871,7.326481e-7,1.645804e-7,0.001668508,0.04476825,0.00008458574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608464,0.003632972,0.00001295257,0.0159364,0.003075397,0.0002672689,0.00004272221,0.00002782629,0.01615801],"genre_scores_gemma":[0.9840233,0.0001281041,0.00002141361,0.002286518,0.0001788394,0.00001082911,0.00007945247,0.000006347514,0.01326524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1656907,"threshold_uncertainty_score":0.9997056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878209194754001,"score_gpt":0.361867046178553,"score_spread":0.323084954231013,"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."}}