{"id":"W6999359904","doi":"","title":"Constrained Care: Doula Practice and Hospital Birth","year":2020,"lang":"","type":"dissertation","venue":"TSpace","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Childbirth; Ideal (ethics); Work (physics); Deference; Position (finance); Health care; Maternity care","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.004489827,0.0002236843,0.0002828864,0.0008262871,0.01220038,0.005922537,0.001601511,0.001257335,0.004299216],"category_scores_gemma":[0.01336852,0.0002870237,0.0001969083,0.001091519,0.01451059,0.002463019,0.008150429,0.002251527,0.0001857222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01708457,"about_ca_system_score_gemma":0.01518788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1313038,"about_ca_topic_score_gemma":0.2488199,"domain_scores_codex":[0.9929017,0.004372875,0.000191628,0.0002759149,0.000480767,0.001776974],"domain_scores_gemma":[0.9892559,0.004337255,0.001765473,0.0003407251,0.0007629049,0.003537716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004715435,0.00005657475,0.04875394,0.0001310716,0.00001285445,0.001210628,0.9093454,0.00006318187,0.000337475,0.02015419,0.002398719,0.0174888],"study_design_scores_gemma":[0.000003862707,0.00002889677,0.01835431,0.0002198221,0.000004308787,0.0002054235,0.9654928,0.00004163361,0.00006137091,0.0006926859,0.01488511,0.000009788454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567942,0.00186463,0.0007243758,0.01533604,0.00009000471,0.00003439603,0.00003516238,0.00001205157,0.0251091],"genre_scores_gemma":[0.9969972,0.0005604047,0.0001849745,0.0006919501,0.00001003297,0.0000125385,0.000008733356,0.000004831723,0.00152934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313038,"threshold_uncertainty_score":0.2610791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190412022581527,"score_gpt":0.3916097560965732,"score_spread":0.3725685538384205,"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."}}