{"id":"W2964393476","doi":"10.1111/ppc.12428","title":"Predictors of postpartum depression and the utilization of postpartum depression services in rural areas in the Philippines","year":2019,"lang":"en","type":"article","venue":"Perspectives In Psychiatric Care","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Postpartum depression; Medicine; Depression (economics); Marital status; Edinburgh Postnatal Depression Scale; Rural area; Cross-sectional study; Environmental health; Postpartum period; Family medicine; Pregnancy; Psychiatry; Depressive symptoms; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003848656,0.0001401794,0.0001259736,0.0004032353,0.0003126301,0.0004002032,0.0002053052,0.0001704528,0.001187516],"category_scores_gemma":[0.002210473,0.0001782307,0.0001125306,0.0005135121,0.0002072356,0.0001802635,0.0003063929,0.0003534802,0.00009477878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518895,"about_ca_system_score_gemma":0.0004150368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052152,"about_ca_topic_score_gemma":0.01922305,"domain_scores_codex":[0.9997625,0.0001027296,0.00002219076,0.00002594585,0.00004100356,0.00004564774],"domain_scores_gemma":[0.9987662,0.0002257732,0.000626626,0.00002636247,0.000116373,0.0002387166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000933341,0.00001605313,0.998785,0.000005042156,0.000006399215,0.0000499444,0.0001595653,0.00001169654,0.00004188561,0.000003580512,0.00003384726,0.000877747],"study_design_scores_gemma":[0.000001104461,0.00002616356,0.9991429,0.000006871694,0.000003369998,0.0001040931,0.0005811811,0.00006403819,0.00001038003,0.000003460479,0.0000555778,8.908764e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996258,0.000115293,0.00001263555,0.00006435966,0.000001045054,0.000002467271,0.00003798836,9.130723e-7,0.0001393883],"genre_scores_gemma":[0.9998118,0.00008829763,0.00001622151,0.00001065114,0.000001950836,0.000002684337,0.00002588778,3.101921e-7,0.00004232439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052152,"threshold_uncertainty_score":0.04080415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00868233981943034,"score_gpt":0.2885805272903107,"score_spread":0.2798981874708804,"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."}}