{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007629318,0.0003060466,0.0006850763,0.001274684,0.0005446107,0.00186284,0.0007011537,0.001037301,0.002042351],"category_scores_gemma":[0.01540305,0.0002137713,0.001172903,0.001446886,0.001563718,0.00148259,0.00319158,0.001020952,0.0001412102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004770015,"about_ca_system_score_gemma":0.006994403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03641871,"about_ca_topic_score_gemma":0.02759661,"domain_scores_codex":[0.9951747,0.002774522,0.0003277916,0.0003264038,0.0005655457,0.0008310924],"domain_scores_gemma":[0.9911826,0.004587532,0.00209151,0.0005407294,0.0005848737,0.001012723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003231111,0.0005197652,0.7834675,0.006141804,0.001576835,0.004244145,0.03345475,0.002299461,0.0009599343,0.01709112,0.006825317,0.1401883],"study_design_scores_gemma":[0.0001982674,0.0005756606,0.9458877,0.003214644,0.0003052291,0.0007722462,0.03101963,0.0003458359,0.0003803031,0.001717005,0.0155417,0.00004164471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632418,0.01131556,0.0005155394,0.007403906,0.0002330281,0.0001809837,0.001300064,0.00001714757,0.01579202],"genre_scores_gemma":[0.9960055,0.002278155,0.0002024053,0.0005324431,0.00004485551,0.00006815889,0.0002336142,0.000008350265,0.0006265895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03641871,"threshold_uncertainty_score":0.07241344,"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."}}