{"id":"W4403066773","doi":"10.20944/preprints202410.0186.v1","title":"Research on Neonatal Conditions in Africa: Volume, Impact, Thematic Spectrum, and Collaboration from a Bibliometric Perspective","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; University of Health and Allied Sciences; University of Dodoma; Brandeis University; Università di Bologna; Eastern Virginia Medical School; Duke-NUS Medical School; Baqiyatallah University of Medical Sciences; Universidad Nacional de Colombia; University of New South Wales; University of Miami; Icahn School of Medicine at Mount Sinai; Morehouse School of Medicine; University of Idaho; Shanghai Jiao Tong University; Muhimbili University of Health and Allied Sciences; Imperial College London; Division of Chemistry; National Research University Higher School of Economics; Università degli Studi di Milano; National Institute of Allergy and Infectious Diseases; Universität Bielefeld; Ball State University; University of Saskatchewan; United Arab Emirates University; Shahid Beheshti University of Medical Sciences; University of Michigan; Drexel University; University of Memphis","keywords":"Perspective (graphical); Thematic map; Volume (thermodynamics); Spectrum (functional analysis); Thematic analysis; Regional science; Geography; Political science; Sociology; Social science; Computer science; Qualitative research; Cartography; Physics","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01290136,0.0006752447,0.001768789,0.1313543,0.001772306,0.009055851,0.0007963303,0.0008452877,0.005700472],"category_scores_gemma":[0.07671724,0.0002890123,0.001297327,0.231768,0.001905336,0.007038016,0.003754616,0.000727271,0.0006603093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00455694,"about_ca_system_score_gemma":0.007129036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008289736,"about_ca_topic_score_gemma":0.009288267,"domain_scores_codex":[0.9834996,0.005274791,0.003822171,0.001154103,0.00552287,0.0007264444],"domain_scores_gemma":[0.9143919,0.06050012,0.01383951,0.001988889,0.008038993,0.001240656],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002892708,0.0001147096,0.2871188,0.09268741,0.003116425,0.0008553524,0.02712784,0.001785604,0.001432989,0.04526623,0.0286853,0.5115201],"study_design_scores_gemma":[0.00005843478,0.0001772408,0.580934,0.04182798,0.003791076,0.00218614,0.05250874,0.002382907,0.001494457,0.0401056,0.2743245,0.0002089824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3552696,0.4293856,0.008474462,0.02240379,0.001378465,0.001432545,0.06540715,0.0004171871,0.1158311],"genre_scores_gemma":[0.8133835,0.1555855,0.01176673,0.0007929569,0.0008691202,0.000817584,0.01453933,0.00008596801,0.002159481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9870986,"threshold_uncertainty_score":0.06822973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540942381928811,"score_gpt":0.4599459533419427,"score_spread":0.3058517151490616,"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."}}