{"id":"W2951929034","doi":"10.1007/s00787-019-01360-2","title":"Child and adolescent psychiatry training and services in the Middle East region: a current status assessment","year":2019,"lang":"en","type":"article","venue":"European Child & Adolescent Psychiatry","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre; University of Ottawa","funders":"European Commission; Norges Teknisk-Naturvitenskapelige Universitet; World Health Organization","keywords":"Child and adolescent psychiatry; Mental health; Workforce; Psychiatry; Middle East; Medicine; Population; Adolescent health; Specialty; Psychology; Nursing; Political science; Environmental health","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001742798,0.0007549997,0.0007340828,0.0003204101,0.00143932,0.000128409,0.0006751585,0.0001675517,0.00006376237],"category_scores_gemma":[0.00001481498,0.000579948,0.0001848774,0.0005169056,0.0001480356,0.000298923,0.0004470589,0.004065165,0.0002042831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532943,"about_ca_system_score_gemma":0.0004692835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001918114,"about_ca_topic_score_gemma":0.0002840833,"domain_scores_codex":[0.9925877,0.002304682,0.001420649,0.00133675,0.0007034751,0.00164673],"domain_scores_gemma":[0.9974328,0.00006794712,0.0006907735,0.001127379,0.00007159918,0.0006095577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000164488,0.001286755,0.9568943,0.005405607,0.00003023507,0.000008437177,0.01271004,0.000005288372,0.000001353367,0.004949395,0.008542965,0.01000115],"study_design_scores_gemma":[0.004215759,0.0001374062,0.8406839,0.02163774,0.00005207671,0.00007059763,0.03153797,0.000104296,4.297685e-8,0.000175009,0.1008318,0.0005533455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529248,0.03361652,0.00005471226,0.05424292,0.009488123,0.00455585,0.00008878122,0.0003115417,0.04471675],"genre_scores_gemma":[0.9503163,0.005539306,0.0003420052,0.04060592,0.002873986,0.00001138069,0.00008909182,0.0001486215,0.00007342683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1162104,"threshold_uncertainty_score":0.9998606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05557479694096384,"score_gpt":0.3372006073926061,"score_spread":0.2816258104516423,"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."}}