{"id":"W4415752620","doi":"10.1016/j.wombi.2025.102122","title":"Exploring values and ideologies of Dutch community midwives, a qualitative study","year":2025,"lang":"en","type":"article","venue":"Women and Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ideology; Qualitative research; Face (sociological concept); Quality (philosophy); Process (computing); Professional development","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315996,0.00005182281,0.0001749153,0.00006968192,0.00009598472,0.000005350195,0.00002969477,0.00001205501,0.00003908012],"category_scores_gemma":[0.00005108997,0.00003759325,0.00001406713,0.0000746061,0.00008997585,0.00004608114,0.00008596697,0.000109712,6.776996e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000135793,"about_ca_system_score_gemma":0.00001197363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009657871,"about_ca_topic_score_gemma":0.00005224341,"domain_scores_codex":[0.9994727,0.0001747684,0.0001531705,0.00006325303,0.00005016922,0.0000859366],"domain_scores_gemma":[0.9996833,0.0001254892,0.00003090194,0.00008760684,0.00003196074,0.00004078584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008022111,0.001027255,0.2321646,0.007140106,0.0002149807,0.00001493143,0.7367979,9.929231e-8,0.0004416792,0.00394464,0.00005000618,0.01740154],"study_design_scores_gemma":[0.0008665039,0.001628532,0.5293913,0.0002314108,0.000008472462,0.000004354918,0.4611067,0.00000581253,0.0002768226,0.005387761,0.00105177,0.00004064411],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982641,0.0003641948,0.00000715525,0.0002421788,0.00005054913,0.0001558496,0.00001866083,0.00001752019,0.0008798362],"genre_scores_gemma":[0.9929534,0.000206138,0.00005548693,0.00007640304,0.00000582966,0.00004766291,0.000001042981,0.000001922825,0.006652118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2972267,"threshold_uncertainty_score":0.1533008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871653707078483,"score_gpt":0.4353799329965215,"score_spread":0.2482145622886732,"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."}}