{"id":"W2316825620","doi":"10.5833/jjgs.44.929","title":"Wound Infection Preventive Effects of the Lap-Protector in Open Acute Appendicitis Surgery: a Retrospective Study","year":2011,"lang":"en","type":"article","venue":"The Japanese Journal of Gastroenterological Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Louisiana-Pacific (Canada)","funders":"","keywords":"Medicine; Retrospective cohort study; Acute appendicitis; Surgery; Wound infection; Appendicitis; General 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":[0.001078151,0.0002450319,0.0005316404,0.0008205668,0.000347607,0.0006287459,0.000218064,0.0004487553,0.001096016],"category_scores_gemma":[0.002827279,0.0004205746,0.001092909,0.001201114,0.0003686977,0.0005529578,0.0002873813,0.000476595,0.0002027997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003288347,"about_ca_system_score_gemma":0.000409638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376839,"about_ca_topic_score_gemma":0.001362011,"domain_scores_codex":[0.9990346,0.0002441185,0.0002506586,0.0001631073,0.0001933955,0.0001139916],"domain_scores_gemma":[0.9975593,0.0006885318,0.001008372,0.0001980511,0.0003035198,0.0002422267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000505447,0.0001321667,0.9961218,0.00007273089,0.0001626193,0.0001615108,0.00009432583,0.00001874256,0.0001132219,0.00001208459,0.00005183314,0.00255356],"study_design_scores_gemma":[0.0000538873,0.00142549,0.99512,0.00005997475,0.0004331195,0.001401723,0.0004990022,0.00008892625,0.0001870972,0.00002959171,0.0006873101,0.00001389285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958177,0.003348556,0.0001087266,0.00002480694,0.00001092953,0.00002663143,0.0001893729,0.000001456098,0.0004718349],"genre_scores_gemma":[0.9984603,0.001000486,0.0001025127,0.00004347708,0.00002148939,0.00002200844,0.0002342519,0.000001537098,0.0001138643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001376839,"threshold_uncertainty_score":0.00570184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03814050401983991,"score_gpt":0.2762344333292274,"score_spread":0.2380939293093875,"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."}}