{"id":"W4317624032","doi":"10.1016/j.jpedsurg.2023.01.021","title":"Unanticipated consequences of COVID-19 pandemic policies on pediatric acute appendicitis surgery","year":2023,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children","keywords":"Medicine; Pandemic; Appendicitis; Perforation; Cohort; Abscess; Retrospective cohort study; General surgery; Pediatrics; Emergency medicine; Surgery; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006499676,0.0003066059,0.000259797,0.001212442,0.00180286,0.004657017,0.0009770357,0.002972522,0.01117184],"category_scores_gemma":[0.03252751,0.0002292152,0.0009453637,0.001110389,0.002407049,0.00232955,0.003228689,0.00450324,0.0005927543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00832127,"about_ca_system_score_gemma":0.02406174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0513736,"about_ca_topic_score_gemma":0.1025089,"domain_scores_codex":[0.9915268,0.001873734,0.0004573941,0.0003503249,0.002029002,0.003762714],"domain_scores_gemma":[0.9742662,0.006447192,0.006725305,0.0008327988,0.005590403,0.006138147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001076581,0.0006901763,0.5024932,0.0007667416,0.0004848255,0.003247844,0.003042019,0.009934344,0.003523145,0.1681232,0.1741879,0.1324302],"study_design_scores_gemma":[0.0001225632,0.0006556713,0.752295,0.002886824,0.0002111457,0.0009467165,0.01614672,0.002942438,0.002007778,0.0283438,0.1932505,0.0001908209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3548028,0.006818451,0.001051164,0.4623849,0.003906883,0.0001475521,0.003847482,0.0001014093,0.1669392],"genre_scores_gemma":[0.9478195,0.003270207,0.0004934041,0.04373932,0.001035813,0.0000402191,0.0004470583,0.00002553883,0.003129164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0513736,"threshold_uncertainty_score":0.1021491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1956103959343984,"score_gpt":0.4242029728655026,"score_spread":0.2285925769311042,"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."}}