{"id":"W7073571146","doi":"","title":"Prevalence of psychiatric disorder and the need for psychiatric care in Northern Ireland - Population study in the District of Derry","year":2002,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Quarter (Canadian coin); Depression (economics); Population; Psychiatric epidemiology; Anxiety; Mental health; Prevalence of mental disorders; Major depressive disorder; Neuropsychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143518,0.0002108107,0.0006433007,0.001538592,0.0005301057,0.0009959585,0.0007084335,0.0004437152,0.0022314],"category_scores_gemma":[0.002292787,0.0004756797,0.0005922901,0.001430653,0.0007838618,0.0006823042,0.001365909,0.0005355104,0.0004093093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003290652,"about_ca_system_score_gemma":0.00149891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09936398,"about_ca_topic_score_gemma":0.1651619,"domain_scores_codex":[0.9977562,0.0007246694,0.0002097659,0.0004155125,0.000276336,0.000617525],"domain_scores_gemma":[0.9984804,0.0001615601,0.0006190095,0.0001470421,0.0002052409,0.0003868055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001315274,0.00007222519,0.9913054,0.00008107025,0.000081513,0.0006094791,0.002085032,0.0001237206,0.0004122314,0.00007654852,0.001245096,0.003776184],"study_design_scores_gemma":[0.000008712954,0.00008131778,0.9967969,0.00001603277,0.00001086632,0.0004318845,0.00192717,0.00007916928,0.0000375483,0.00001410793,0.0005878846,0.000008417096],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978936,0.0001430142,0.00005801275,0.00009247807,0.000006508367,0.00005011975,0.0009318824,0.000004677311,0.0008196882],"genre_scores_gemma":[0.9985371,0.0001110974,0.0001158641,0.00008139358,0.000007988085,0.00006584448,0.000486768,0.000003107887,0.0005908884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09936398,"threshold_uncertainty_score":0.1975712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286399792732516,"score_gpt":0.180359610781078,"score_spread":0.1674956128537528,"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."}}