{"id":"W2007967977","doi":"10.6064/2012/895469","title":"The Evolution of the Appendectomy: From Open to Laparoscopic to Single Incision","year":2012,"lang":"en","type":"review","venue":"Scientifica","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Appendix; Appendicitis; Surgery; Ileus; General surgery; Postoperative ileus; Acute appendicitis; Open surgery; Laparoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001184281,0.0002192714,0.0008221854,0.0001426209,0.0003517735,0.0001919397,0.001409,0.0001001221,0.0002431883],"category_scores_gemma":[0.0002613344,0.0001064328,0.0002485152,0.000992888,0.0001051122,0.00006221441,0.001847123,0.0001721412,0.0008028318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090086,"about_ca_system_score_gemma":0.0002460598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003983013,"about_ca_topic_score_gemma":0.0002806996,"domain_scores_codex":[0.9977797,0.0001589013,0.000541432,0.0005177775,0.0006489314,0.0003533083],"domain_scores_gemma":[0.9977956,0.0001639019,0.0002837629,0.001461455,0.00008815235,0.0002071553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001197187,0.0002107534,0.00004340505,0.0007136919,0.00007124722,0.000001034722,0.0001160764,3.798358e-7,0.00006704959,0.001236107,0.06342424,0.934104],"study_design_scores_gemma":[0.0001469004,0.00006915499,0.000612903,0.007409271,0.0005381505,0.000001129696,0.00007996252,7.438774e-7,0.0000809052,0.00008778005,0.990859,0.0001140594],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005686422,0.9806091,0.0001169548,0.0009581124,0.003579819,0.005667142,0.0001601063,0.00002241222,0.008317717],"genre_scores_gemma":[0.01572584,0.9581438,0.001210545,0.0009511819,0.0008231808,0.001178717,0.0002572321,0.0001378654,0.02157165],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.93399,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120877058110223,"score_gpt":0.3795009202867216,"score_spread":0.2674132144756993,"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."}}