{"id":"W1969104652","doi":"10.1007/s00464-007-9227-7","title":"Province-wide population survey of acute appendicitis in Canada. New twists to an old disease","year":2007,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bausch Health (Canada); Hôpital Saint-François d'Assise; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Perforation; Appendicitis; Acute appendicitis; Laparoscopy; Hepatology; Population; General surgery; Abdominal surgery; Appendix; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004473348,0.0001501135,0.0002465232,0.00102377,0.001270748,0.0007883328,0.0005987783,0.0003721182,0.001108598],"category_scores_gemma":[0.001282561,0.0002227477,0.0002746478,0.003411483,0.0006381351,0.0002915746,0.0005614054,0.000580605,0.0001637055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01533315,"about_ca_system_score_gemma":0.02712494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9945549,"about_ca_topic_score_gemma":0.996885,"domain_scores_codex":[0.9993209,0.00005925354,0.00005911977,0.00006237198,0.0003241336,0.0001742911],"domain_scores_gemma":[0.9989145,0.00004912664,0.0001530663,0.00002603285,0.000574459,0.0002828985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004703135,0.00001675542,0.9914035,0.00005222884,0.00003028533,0.00009438598,0.0004391368,0.00004887937,0.0001852265,0.00008035752,0.002494057,0.005108213],"study_design_scores_gemma":[0.00000387758,0.00000927141,0.9978312,0.00002392956,0.00000927239,0.000064712,0.0009815434,0.0000699745,0.00001669091,0.0000111592,0.000974443,0.000003882139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794593,0.003242209,0.0001687461,0.002596337,0.0000402646,0.00007823689,0.009083418,0.00002240084,0.00530914],"genre_scores_gemma":[0.9964381,0.001233852,0.0001463677,0.0002758015,0.00001072868,0.00001048091,0.001237154,0.000002883841,0.0006445982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533315,"threshold_uncertainty_score":0.1112503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993434385552397,"score_gpt":0.3029151240969424,"score_spread":0.2829807802414185,"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."}}