{"id":"W3156087027","doi":"10.1186/s12978-021-01134-7","title":"I felt so much conflict instead of joy: an analysis of open-ended comments from people in British Columbia who declined care recommendations during pregnancy and childbirth","year":2021,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC; Vancouver Foundation","keywords":"Childbirth; Feeling; Reproductive medicine; Pregnancy; Health care; Medicine; Family medicine; Qualitative research; Nursing; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002286224,0.00009459972,0.0008269891,0.0001387791,0.0001954102,0.00006005108,0.0001121914,0.00005190082,0.0006553528],"category_scores_gemma":[0.0001249731,0.0001365073,0.00008728031,0.0007245319,0.00005693606,0.0001769181,0.0001679333,0.0001887083,9.015243e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001579414,"about_ca_system_score_gemma":0.0003324253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3669313,"about_ca_topic_score_gemma":0.5551947,"domain_scores_codex":[0.9979075,0.000293081,0.0008084034,0.0006097475,0.0001650693,0.0002161993],"domain_scores_gemma":[0.9985341,0.00003785208,0.0003739699,0.0004952261,0.0003797956,0.0001789905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118421,0.001021848,0.9687955,0.002492564,0.0003344279,0.00001849824,0.008393231,0.000004807812,0.0001519169,0.00002641939,0.0001226547,0.01852623],"study_design_scores_gemma":[0.001882234,0.0003630284,0.9894342,0.002479624,0.00009108669,0.00002845063,0.003956087,0.00006812272,0.0004619755,0.00004603095,0.001097538,0.00009163916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913939,0.003518539,0.00001515121,0.002459248,0.000109084,0.0007599106,0.001551903,0.00001206021,0.0001801883],"genre_scores_gemma":[0.9947074,0.002050973,0.0006873407,0.0001987797,0.00003672411,0.00004680888,0.0009032979,0.00001484557,0.001353799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1882634,"threshold_uncertainty_score":0.7175653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542595887781822,"score_gpt":0.3852076611651188,"score_spread":0.3397817022873005,"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."}}