{"id":"W3149774040","doi":"10.1016/j.ijso.2021.100338","title":"Bedside pressure-pain threshold algometry to measure abdominal tenderness in childhood appendicitis: A retrospective cohort study","year":2021,"lang":"en","type":"article","venue":"International Journal of Surgery Open","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"Children’s Hospital Foundation of Manitoba","keywords":"Medicine; Appendicitis; Tenderness; Abdominal pain; Perforation; Radiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004737,0.0002244149,0.000976683,0.0008117863,0.00005074583,0.0002403977,0.0006659874,0.00006976209,0.001003852],"category_scores_gemma":[0.001451671,0.0002033706,0.0002498546,0.0005163607,0.00003191345,0.0004297949,0.0005107131,0.0004469051,0.00002486016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837828,"about_ca_system_score_gemma":0.0004319329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003253498,"about_ca_topic_score_gemma":0.0002149969,"domain_scores_codex":[0.9961718,0.0002483212,0.001052882,0.0004262737,0.001808029,0.0002927099],"domain_scores_gemma":[0.9976807,0.0002937203,0.000453882,0.0002866818,0.001039708,0.0002453045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000514885,0.002900487,0.9598104,0.00001364177,0.001947932,0.008923793,0.000479568,0.00007007478,0.00009047588,0.0001497744,0.01310473,0.01199418],"study_design_scores_gemma":[0.002357664,0.0002683806,0.9897872,0.001096268,0.0002179398,0.0007699503,0.002056892,0.00002547488,0.000351823,0.0002668416,0.002606855,0.0001947662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835353,0.000772484,0.0007836879,0.006263076,0.001267606,0.001486724,0.00002783365,0.00001326739,0.005850024],"genre_scores_gemma":[0.9960065,0.0001650373,0.0004151833,0.002462458,0.0004316181,0.00007854099,0.00002262058,0.0000341099,0.0003839642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02997668,"threshold_uncertainty_score":0.9999093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03463267721068917,"score_gpt":0.3241855384189247,"score_spread":0.2895528612082355,"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."}}