{"id":"W2808798731","doi":"10.1111/birt.12361","title":"Asking different questions: A call to action for research to improve the quality of care for every woman, every child","year":2018,"lang":"en","type":"article","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Department of Health and Social Care; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust","keywords":"Call to action; Quality (philosophy); Action (physics); Psychology; Medical education; Public relations; Business; Medicine; Political science; Advertising; Epistemology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4272807,0.003470892,0.0111418,0.007854321,0.02264287,0.0408111,0.01423045,0.05832549,0.01893655],"category_scores_gemma":[0.4702391,0.003166941,0.009123814,0.009265855,0.09640847,0.1025066,0.03233971,0.09493817,0.007074137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03257087,"about_ca_system_score_gemma":0.1414094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585021,"about_ca_topic_score_gemma":0.01977592,"domain_scores_codex":[0.4391068,0.4768085,0.01738901,0.01609459,0.0392903,0.01131081],"domain_scores_gemma":[0.1578138,0.7397466,0.01536391,0.02486436,0.03209228,0.03011904],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000431402,0.0005881944,0.00371901,0.0117792,0.0005262807,0.0007540255,0.101043,0.0004141968,0.0007764444,0.09964687,0.5405452,0.2397762],"study_design_scores_gemma":[0.000299299,0.0004013276,0.002362022,0.02842859,0.0002514123,0.0009303353,0.1576359,0.0003445502,0.000367248,0.2588637,0.5495602,0.0005553416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004403175,0.02262918,0.001520072,0.9695116,0.004481507,0.00006697344,0.00003347837,0.00005866627,0.001258148],"genre_scores_gemma":[0.02232072,0.04875615,0.02723596,0.8879867,0.010531,0.0009643706,0.000167577,0.000213136,0.001824468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4272807,"threshold_uncertainty_score":0.7062649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1769559509490748,"score_gpt":0.5098148869674847,"score_spread":0.3328589360184099,"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."}}