{"id":"W2029494777","doi":"10.12927/whp.2013.23272","title":"The Role of Developing Countries in Generating Cochrane Meta-analyses in the Field of Pediatrics (Neonatology and Neuropediatrics): A Systematic Analysis","year":2013,"lang":"en","type":"review","venue":"World health & population","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Neonatology; Medicine; Developing country; Pediatrics; Cochrane collaboration; MEDLINE; Cochrane Library; Family medicine; Meta-analysis; Political science; Economic growth; Pathology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["metaresearch"],"category_scores_codex":[0.3427776,0.004925492,0.02210459,0.03312302,0.001822546,0.00965008,0.004217618,0.004622246,0.004400011],"category_scores_gemma":[0.6534831,0.00421307,0.04114593,0.03005173,0.003228686,0.008873351,0.005646688,0.004085683,0.0005616377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007644366,"about_ca_system_score_gemma":0.01728453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006648812,"about_ca_topic_score_gemma":0.01390031,"domain_scores_codex":[0.4915608,0.3598941,0.1161887,0.01230773,0.01847182,0.001576927],"domain_scores_gemma":[0.2667674,0.65007,0.04790596,0.01652843,0.01764268,0.001085507],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00121299,0.00003278126,0.01120677,0.6901606,0.244968,0.0003115115,0.0005608301,0.001315791,0.0002469418,0.002392074,0.002789039,0.04480273],"study_design_scores_gemma":[0.001639676,0.0005266425,0.008057507,0.3323725,0.6317243,0.0004895379,0.0004815539,0.001920476,0.0007622792,0.007511901,0.01432132,0.0001923148],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003098941,0.9705861,0.01597573,0.002272705,0.001009302,0.004420852,0.001438805,0.0001309951,0.00106652],"genre_scores_gemma":[0.2113148,0.6415451,0.09812949,0.005664518,0.001081332,0.03984736,0.001685246,0.0002554052,0.0004767276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.966877,"threshold_uncertainty_score":0.8104722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6366339629704527,"score_gpt":0.5858376247270901,"score_spread":0.0507963382433626,"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."}}