{"id":"W2791912611","doi":"10.4045/tidsskr.17.0639","title":"Advancing global child and adolescent mental health","year":2017,"lang":"en","type":"article","venue":"Tidsskrift for Den norske legeforening","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Mental health; Psychology; Child and adolescent psychiatry; Developmental psychology; Global mental health; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001036406,0.0003356558,0.0005569081,0.00006610237,0.008621489,0.00007720717,0.0004181397,0.0001783571,0.00004185627],"category_scores_gemma":[0.0002023393,0.0003028875,0.00013545,0.00006364646,0.0001427694,0.0003742706,0.0003938921,0.0006873008,0.00005383972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004747564,"about_ca_system_score_gemma":0.0003735247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004791107,"about_ca_topic_score_gemma":0.001559911,"domain_scores_codex":[0.9968343,0.0001360269,0.0007362423,0.000591582,0.0002993846,0.001402472],"domain_scores_gemma":[0.9978344,0.0000645605,0.0007486416,0.0006765257,0.00008002752,0.0005958785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005243589,0.0001981255,0.753351,0.002530902,0.00007364387,0.000005851226,0.006529582,0.000006332844,0.00005061096,0.01686697,0.08760025,0.1322624],"study_design_scores_gemma":[0.007548452,0.0004424665,0.5897933,0.007628023,0.00005271963,0.00005017619,0.00424164,0.001069581,0.00003753367,0.001506316,0.3868249,0.0008049522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818711,0.005514131,0.006748498,0.1222119,0.008245907,0.009679031,0.001198919,0.0008544302,0.02683621],"genre_scores_gemma":[0.985457,0.000302775,0.003233438,0.008218494,0.001833355,0.00002684903,0.0001163271,0.00006226882,0.0007495006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2992246,"threshold_uncertainty_score":0.9999423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706572953841921,"score_gpt":0.4024937989574495,"score_spread":0.3754280694190303,"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."}}