{"id":"W4323031901","doi":"10.1371/journal.pone.0280496","title":"Seeking and receiving help for mental health services among pregnant women in Ghana","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Mental health; Medicine; Pregnancy; Psychiatry; Help-seeking; Suicidal ideation; Social support; Family medicine; Psychology; Nursing; Suicide prevention; Environmental health; Poison control","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005972186,0.0001500161,0.0001885388,0.0003858844,0.0004813686,0.0004021761,0.0002269261,0.0003178419,0.001262566],"category_scores_gemma":[0.003073029,0.0002948958,0.0001430151,0.0007735548,0.0004402916,0.0003833365,0.0005114675,0.0003903372,0.00009871404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005546945,"about_ca_system_score_gemma":0.0007544952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02081833,"about_ca_topic_score_gemma":0.02886743,"domain_scores_codex":[0.9995622,0.0001971464,0.00004561923,0.00004912962,0.00005544661,0.00009043165],"domain_scores_gemma":[0.9988934,0.0002718948,0.0006268199,0.00002756837,0.00004712402,0.0001331265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003206955,0.00002925703,0.9942738,0.00002599118,0.000006998548,0.0002690098,0.002709921,0.00001048443,0.000164872,0.00002059606,0.00005995777,0.002396917],"study_design_scores_gemma":[0.000005226643,0.00006666906,0.9928445,0.00005808849,0.000007083594,0.0004379373,0.006293191,0.00004551559,0.00005157528,0.00001591464,0.0001714482,0.000002656713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999471,0.0001794443,0.00001491311,0.00009503506,0.000001530225,0.00000761184,0.0000573973,7.761011e-7,0.0001722583],"genre_scores_gemma":[0.9995203,0.0002949903,0.00004580607,0.00002354106,0.000002109394,0.00001053663,0.00003336158,4.083828e-7,0.00006898106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02081833,"threshold_uncertainty_score":0.04139429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697003272180936,"score_gpt":0.2859184349532324,"score_spread":0.2489484022314231,"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."}}