{"id":"W3047857091","doi":"10.1186/s12884-020-03146-w","title":"Validation of the Wijma delivery expectancy/experience questionnaire for pregnant women in Malawi: a descriptive, cross-sectional study","year":2020,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Office of Global Engagement, Drexel University; Ministry of Science and Technology, Taiwan","keywords":"Medicine; Cronbach's alpha; Childbirth; Quality of life (healthcare); Confirmatory factor analysis; Exploratory factor analysis; Construct validity; Cross-sectional study; Clinical psychology; Pregnancy; Family medicine; Psychometrics; Nursing; Structural equation modeling; Statistics","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":[0.0001031199,0.0001061776,0.0001846126,0.00003403879,0.0001230403,0.000017565,0.00009199899,0.00004347336,0.0000625359],"category_scores_gemma":[0.00009186815,0.0000751097,0.0000674751,0.0001238308,0.00007387446,0.0001289702,0.00005511294,0.0001018375,0.000001507104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005416309,"about_ca_system_score_gemma":0.00008123212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007972949,"about_ca_topic_score_gemma":0.00005038956,"domain_scores_codex":[0.9989523,0.00005981166,0.0003787287,0.0002524306,0.0001649569,0.00019173],"domain_scores_gemma":[0.9995511,0.00002287566,0.0001146765,0.0001335124,0.00007745418,0.0001004304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005068725,0.0003426159,0.9880037,0.001239885,0.00001283385,0.00000277333,0.008812868,0.0000162328,0.0001176284,0.0002442272,0.000001999482,0.0006983352],"study_design_scores_gemma":[0.001869173,0.0009626321,0.9926172,0.001946601,0.000005456057,0.00001767173,0.0009026802,0.0001923112,0.001180355,0.0001692996,0.00006126405,0.00007530763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967729,0.001361032,0.0003100142,0.00007696967,0.0001371551,0.001195271,0.00006059455,0.00002145291,0.00006455158],"genre_scores_gemma":[0.9987999,0.00005298571,0.0001038714,0.00006086218,0.00004911244,0.0004627499,0.000004328801,0.000009243117,0.0004569327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007910188,"threshold_uncertainty_score":0.3062885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324341976021957,"score_gpt":0.3259528201794711,"score_spread":0.2727094004192515,"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."}}