{"id":"W2972796685","doi":"10.1177/0886109919873909","title":"Childbirth Distress: A Call for Professional Engagement","year":2019,"lang":"en","type":"article","venue":"Affilia","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Childbirth; Narrative; Social work; Distress; Sociology; Scholarship; Context (archaeology); Gender studies; Mental health; Mental distress; Psychology; Social psychology; Public relations; Political science; Psychiatry; Psychotherapist; Pregnancy; Law","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":[0.04920083,0.0006571164,0.001568558,0.001861214,0.0244574,0.02334835,0.003984341,0.01424161,0.008711216],"category_scores_gemma":[0.0636025,0.001038733,0.001213719,0.001316451,0.03415181,0.01880034,0.03877184,0.02315309,0.001492876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005923994,"about_ca_system_score_gemma":0.02333562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002755143,"about_ca_topic_score_gemma":0.00442289,"domain_scores_codex":[0.9263132,0.05182091,0.002350867,0.003543437,0.009823008,0.006148676],"domain_scores_gemma":[0.9097416,0.06113337,0.004977784,0.003966151,0.00491738,0.01526376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000034877,0.00009219896,0.001921298,0.0005545322,0.00001813866,0.001388522,0.9088338,0.0000304936,0.0007318186,0.02113131,0.01699088,0.04827213],"study_design_scores_gemma":[0.00001975536,0.00006942787,0.001588039,0.001093408,0.000008786056,0.00240498,0.8468399,0.00007122834,0.0001279223,0.01859948,0.129127,0.0000500396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09628958,0.01675027,0.009516503,0.8154092,0.005652647,0.0003119246,0.00006019983,0.0002352661,0.05577441],"genre_scores_gemma":[0.8714485,0.01604418,0.008123172,0.08860462,0.003206304,0.0007856307,0.00009425551,0.0002096633,0.01148374],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04920083,"threshold_uncertainty_score":0.2602019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740794966174398,"score_gpt":0.3605874812264058,"score_spread":0.3331795315646618,"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."}}