{"id":"W4387906020","doi":"10.18332/ejm/172463","title":"Strengthening the maternal-newborn quality of care during and beyond the Covid-19 pandemic - Findings from the IMAgiNE EURO study in Greece","year":2023,"lang":"en","type":"article","venue":"European Journal of Midwifery","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centrum fÖr Personcentrerad Vård; Stockholms Läns Landsting; Social Sciences and Humanities Research Council of Canada; Institut National d'assurance Maladie-Invalidité; Vlaamse regering; Petroleum Technology Development Fund; Hellenic Foundation for Research and Innovation; Haute école Spécialisée de Suisse Occidentale; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Göteborgs Universitet; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; City, University of London; Vetenskapsrådet; Laerdal Foundation for Acute Medicine; Suomalainen Lääkäriseura Duodecim; Amasya Üniversitesi; Knut och Alice Wallenbergs Stiftelse; Karolinska Institutet; Opetushallitus; European Commission; UK Research and Innovation; Innovationsfonden; Bundesministerium für Bildung und Forschung; Finska Läkaresällskapet; Royal College of Midwives","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Quality (philosophy); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Political science; History; Medicine; Virology; Outbreak; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009698248,0.0002004521,0.0004222198,0.0001180364,0.0008351455,0.00003248728,0.0008782693,0.00003703779,0.00006395097],"category_scores_gemma":[0.002247886,0.000100039,0.0001081238,0.0004314135,0.0001723412,0.0001266434,0.0005365083,0.001429365,0.00005585746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827234,"about_ca_system_score_gemma":0.000220875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112267,"about_ca_topic_score_gemma":0.001339936,"domain_scores_codex":[0.9891219,0.008001326,0.001593426,0.0002257857,0.0006113747,0.0004462183],"domain_scores_gemma":[0.9937547,0.004391272,0.0009617108,0.0004821047,0.0002304725,0.000179783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004263962,0.00002320271,0.9091693,0.0001629274,0.00005435692,0.0001979738,0.08514236,0.00006611643,0.0002608312,0.00001515898,0.003698415,0.0007830348],"study_design_scores_gemma":[0.001637906,0.0001406289,0.89503,0.0002782861,0.00004175264,0.00002548901,0.09787877,0.000006573526,0.000008822411,0.00007620447,0.004791936,0.00008368512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889227,0.002468538,0.000007270328,0.006741141,0.0006665133,0.0005739244,0.0000849248,0.00003930585,0.0004956754],"genre_scores_gemma":[0.9968079,0.0004659421,0.00004505998,0.00206583,0.0004230986,0.000004411484,0.000003719618,0.00004042997,0.0001435768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413928,"threshold_uncertainty_score":0.6423348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184457279519776,"score_gpt":0.4440563497061118,"score_spread":0.3256106217541342,"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."}}