{"id":"W2793611941","doi":"10.1007/s00268-018-4537-6","title":"Disability Weights for Pediatric Surgical Procedures: A Systematic Review and Analysis","year":2018,"lang":"en","type":"review","venue":"World Journal of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"GE Foundation; Duke Global Health Institute, Duke University; Global Fund to Fight AIDS, Tuberculosis and Malaria; Damon Runyon Cancer Research Foundation","keywords":"Medicine; MEDLINE; Pediatric surgery; Burden of disease; Disease; Vascular surgery; Surgical procedures; Cardiac surgery; Surgery; Pathology","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":[0.01929654,0.002230541,0.009996005,0.02594008,0.0006855165,0.003115281,0.002295536,0.001411158,0.004302146],"category_scores_gemma":[0.0829326,0.001240195,0.01510246,0.02652193,0.001117738,0.003076307,0.002392787,0.00163943,0.0002760103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006871434,"about_ca_system_score_gemma":0.01249269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01107854,"about_ca_topic_score_gemma":0.02506523,"domain_scores_codex":[0.9776414,0.006531839,0.009090316,0.001405664,0.004709838,0.0006209476],"domain_scores_gemma":[0.92159,0.05625266,0.01618934,0.0009103376,0.004587195,0.0004703957],"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":[0.0001835589,0.00001044577,0.002817033,0.9478571,0.02671971,0.00008054751,0.0001566863,0.0001831373,0.00005060856,0.0002597386,0.001652799,0.02002864],"study_design_scores_gemma":[0.0003893109,0.000196611,0.01704887,0.7848276,0.1811411,0.0005220004,0.0003752109,0.0003009076,0.0001437386,0.0007674519,0.01422133,0.0000657801],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002274061,0.9931551,0.0004481077,0.0003275257,0.0001067872,0.0007142233,0.002543777,0.00001843213,0.0004119949],"genre_scores_gemma":[0.04638679,0.947338,0.001833053,0.0005115515,0.0001269093,0.002357671,0.001319562,0.00001372788,0.0001127337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02594008,"threshold_uncertainty_score":0.1020511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06263571559569162,"score_gpt":0.3602154862958512,"score_spread":0.2975797707001596,"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."}}