{"id":"W7023420965","doi":"","title":"Obstetric violence and complications of childbirth in healthcare facilities in Uttar Pradesh, India: contextualizing institutional birth experiences and practices towards dignity","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Research Manitoba; Bill and Melinda Gates Foundation","keywords":"Childbirth; Context (archaeology); Structural violence; Dignity; Health care; Public health; Birth attendant; Uttar pradesh","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":[0.001387827,0.0003011551,0.0003050234,0.001439308,0.007007195,0.004036979,0.001466891,0.0007684409,0.001531832],"category_scores_gemma":[0.003549619,0.0005296551,0.0002911573,0.002091956,0.008427301,0.002066739,0.007913496,0.001829321,0.00009605459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006453423,"about_ca_system_score_gemma":0.006395501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0835885,"about_ca_topic_score_gemma":0.1548097,"domain_scores_codex":[0.9973853,0.001492183,0.00009834956,0.0001348388,0.0001278357,0.0007614531],"domain_scores_gemma":[0.9975038,0.001368036,0.0005603245,0.0001233097,0.0001089658,0.0003356691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002694679,0.00005442819,0.06196409,0.0001730066,0.00001674007,0.002001657,0.9262514,0.00007720821,0.0002906464,0.001880608,0.0003755067,0.006887816],"study_design_scores_gemma":[0.000001563393,0.00003712474,0.06333038,0.0001190813,0.000008490328,0.0004172153,0.9343367,0.00004073838,0.00004895468,0.0002164694,0.001432403,0.00001072477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9968876,0.0004833594,0.00009926487,0.0009483553,0.00000664526,0.00002032257,0.00003203055,0.000002642848,0.001519719],"genre_scores_gemma":[0.9991081,0.000489778,0.00009929205,0.000137661,0.000003753154,0.00001259817,0.00001786402,0.000001749976,0.000128941],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0835885,"threshold_uncertainty_score":0.1662039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561222855140166,"score_gpt":0.3202284469346251,"score_spread":0.2746162183832234,"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."}}