{"id":"W2261602102","doi":"10.1186/s12913-016-1280-2","title":"Barriers to mental health service utilisation in Sudan - perspectives of carers and psychiatrists","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Trinity College Dublin","keywords":"Nursing research; Health administration; Health informatics; Medicine; Public health; Mental health; Mental health service; Nursing; Service (business); Health services research; Psychiatry; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004892325,0.0001847944,0.0004046417,0.0007406388,0.0002583991,0.00004055905,0.000475175,0.000116348,0.0000871117],"category_scores_gemma":[0.00005450122,0.0001955397,0.00003067126,0.001637879,0.0001244853,0.0001597706,0.0002438515,0.0004110422,0.00005637868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172534,"about_ca_system_score_gemma":0.001537235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07740217,"about_ca_topic_score_gemma":0.04737946,"domain_scores_codex":[0.9948987,0.0019517,0.0005718535,0.0006815759,0.0009478622,0.0009483569],"domain_scores_gemma":[0.9973778,0.0001910583,0.0001553808,0.0005602854,0.0003654458,0.001350084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005929167,0.0001396398,0.3789464,0.001551251,0.00001533214,0.000001756344,0.6142814,0.00002903036,0.00002972179,0.0009020361,0.001705198,0.001805303],"study_design_scores_gemma":[0.001335774,0.0006759356,0.3022335,0.0002755267,9.279784e-7,0.000005772825,0.6935461,0.0001916389,0.00001318223,0.0001070174,0.001490314,0.0001243318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851595,0.004658074,0.0000103766,0.006218295,0.0006163932,0.001550952,0.00008102471,0.00003894782,0.001666401],"genre_scores_gemma":[0.9961629,0.0000865248,0.000758998,0.002622999,0.00008223058,0.0001144111,0.00003570408,0.00003853771,0.00009769868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0792647,"threshold_uncertainty_score":0.9700034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0757375314173496,"score_gpt":0.4640149748582916,"score_spread":0.3882774434409419,"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."}}