{"id":"W2171850509","doi":"10.1177/0009922811405515","title":"The Process of Treating Pediatric Appendicitis","year":2011,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Perforation; Appendicitis; General surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.001031528,0.0001423899,0.0003886635,0.00009140359,0.0001302805,0.00001050112,0.0002351993,0.0001265968,0.000169957],"category_scores_gemma":[0.001389609,0.0000930236,0.0002412028,0.0004329019,0.0001597951,0.00005192821,0.0001008001,0.000288842,0.00009663465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001657136,"about_ca_system_score_gemma":0.0001099816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002693167,"about_ca_topic_score_gemma":0.000005519686,"domain_scores_codex":[0.9979788,0.00006583345,0.0009876858,0.0002902903,0.0003718622,0.0003054962],"domain_scores_gemma":[0.99799,0.0008287897,0.0004374956,0.000391452,0.0001585873,0.0001937276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008604355,0.0005141118,0.9629995,0.0001810645,0.00002960074,0.00003953194,0.0001693206,4.222063e-7,3.117123e-7,0.00134777,0.008206602,0.02642571],"study_design_scores_gemma":[0.001945659,0.001375934,0.9884518,0.00002850072,0.001012087,0.00001179162,0.0006900236,0.0000662659,0.0000402361,0.001822432,0.00434939,0.0002058272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551449,0.001865757,0.0003192929,0.0002957498,0.0006179109,0.0006090878,0.000008144803,0.00007387951,0.04106528],"genre_scores_gemma":[0.9879424,0.00947463,0.0006546662,0.0003234931,0.001176386,0.00003178406,0.000007764632,0.00002552579,0.0003633531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04070192,"threshold_uncertainty_score":0.3793392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771054618201502,"score_gpt":0.3781714793483179,"score_spread":0.3010660175281677,"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."}}