{"id":"W3012175755","doi":"10.1080/08941939.2020.1740360","title":"Consensus Statement of the Italian Polispecialistic Society of Young Surgeons (SPIGC): Diagnosis and Treatment of Acute Appendicitis","year":2020,"lang":"en","type":"article","venue":"Journal of Investigative Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital","funders":"","keywords":"Medicine; Perforation; Radiological weapon; Appendicitis; General surgery; Gangrene; Presentation (obstetrics); Intervention (counseling); Abscess; Intensive care medicine; Surgery","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":[0.03273956,0.001656618,0.002814873,0.00569935,0.00217497,0.003682786,0.004910718,0.0126312,0.004126057],"category_scores_gemma":[0.07924244,0.0009837258,0.004615328,0.002975127,0.001911515,0.002273489,0.004543555,0.01068482,0.004319543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003851637,"about_ca_system_score_gemma":0.02686208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004947791,"about_ca_topic_score_gemma":0.004573942,"domain_scores_codex":[0.9671209,0.01061203,0.01176731,0.001617678,0.007382313,0.001499695],"domain_scores_gemma":[0.9162722,0.01680153,0.009763633,0.001946784,0.04755264,0.007663292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372102,0.0001930703,0.003288748,0.01730801,0.0004477141,0.0009395667,0.001015148,0.0007517214,0.001223765,0.003508233,0.6979911,0.2730958],"study_design_scores_gemma":[0.0002669225,0.0002628216,0.005392577,0.06099366,0.0008799888,0.002029455,0.0008194236,0.0005437161,0.0008029881,0.005676479,0.9222197,0.0001123553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004028976,0.2296825,0.01147166,0.6020866,0.1218189,0.003813436,0.003149063,0.0002735079,0.02367518],"genre_scores_gemma":[0.05577336,0.4638054,0.1264369,0.2148262,0.09666776,0.009471045,0.0134222,0.0003279228,0.01926927],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03273956,"threshold_uncertainty_score":0.1731454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685811468537321,"score_gpt":0.2964396393790764,"score_spread":0.2195815246937032,"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."}}