{"id":"W4317932459","doi":"10.1016/j.jpedsurg.2023.01.038","title":"Screening methods for congenital anomalies in low and lower-middle income countries: A systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Pediatric Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; Montreal Children's Hospital","funders":"Fogarty International Center","keywords":"Medicine; Low and middle income countries; Pediatrics; Developing country; Economic growth; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.004633702,0.001629454,0.01052486,0.007017781,0.0005630624,0.002627426,0.001912299,0.002180557,0.004965559],"category_scores_gemma":[0.02332088,0.001399356,0.01223019,0.007841456,0.0009448531,0.002287257,0.001712499,0.001686355,0.0002404282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583647,"about_ca_system_score_gemma":0.006698004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078401,"about_ca_topic_score_gemma":0.06569544,"domain_scores_codex":[0.9955848,0.001179298,0.0017696,0.0005432381,0.0006767412,0.0002464671],"domain_scores_gemma":[0.9874357,0.009329876,0.002246959,0.0001400554,0.0006518262,0.0001955988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004590505,0.00003496686,0.002761097,0.9176976,0.04194315,0.0001067282,0.0001828728,0.0001119187,0.0001317489,0.0001149562,0.00120694,0.03524893],"study_design_scores_gemma":[0.001082561,0.0003324117,0.01115358,0.5853549,0.3928862,0.0004189337,0.0005022021,0.0001411116,0.0001656966,0.0002549048,0.007634216,0.00007329143],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001002568,0.9984853,0.00006284095,0.0000690431,0.00004721208,0.00007657243,0.0001828869,0.000004924122,0.00006881158],"genre_scores_gemma":[0.02249116,0.9762447,0.0005354459,0.0003895172,0.00003591899,0.0001189438,0.0001283692,0.000004925102,0.00005106219],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02078401,"threshold_uncertainty_score":0.04132611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09823346868975863,"score_gpt":0.4129029065236571,"score_spread":0.3146694378338984,"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."}}