{"id":"W2933852292","doi":"10.1016/j.wombi.2019.03.004","title":"A narrative review of studies addressing the clinical effectiveness of perinatal depression screening programs","year":2019,"lang":"en","type":"review","venue":"Women and Birth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Australian Rotary Health; St John of God Health Care","keywords":"Referral; Mental health; Psychosocial; Context (archaeology); Depression (economics); Medicine; Psychiatry; Psychology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001835924,0.0002351006,0.002399608,0.00004629443,0.00006949977,0.000005051329,0.0001032709,0.0001122929,0.0000119362],"category_scores_gemma":[0.0001491608,0.0001131144,0.000248657,0.0001339877,0.0002254804,0.00003353607,0.0001623973,0.0003563605,0.00000172365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003574617,"about_ca_system_score_gemma":0.0001271212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004790001,"about_ca_topic_score_gemma":2.536892e-7,"domain_scores_codex":[0.9977077,0.0007954435,0.0007969905,0.0002704176,0.0002275253,0.0002019512],"domain_scores_gemma":[0.9982696,0.0006353834,0.0006521858,0.0002678082,0.00009080962,0.0000841771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000133818,0.00004179666,0.0008681498,0.597638,0.0001850965,0.000006028962,0.0005602411,2.11978e-9,7.993982e-8,0.000008239649,0.000002260258,0.4005563],"study_design_scores_gemma":[0.0004378808,0.000793463,0.0008047904,0.9150616,0.0003106669,0.00008811436,0.0003227557,3.531619e-7,0.00000565161,0.000005353043,0.08207072,0.00009866007],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01199557,0.9855162,0.000001101935,0.0000107943,0.0002005239,0.002163357,0.00001313146,0.00001069758,0.00008862872],"genre_scores_gemma":[0.004674475,0.9946966,0.00004847837,0.00005001004,0.00005957455,0.0002312716,0.0000147278,0.00001863551,0.0002062865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4004577,"threshold_uncertainty_score":0.4612673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198123199557054,"score_gpt":0.4892202644132861,"score_spread":0.2694079444575808,"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."}}