{"id":"W4307022870","doi":"10.53350/pjmhs22168695","title":"Comparison of Laparoscopic Appendectomy with Open Appendectomy with Respect to Surgical Site Infection","year":2022,"lang":"en","type":"article","venue":"","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Asepsis; Acute appendicitis; Incidence (geometry); Surgery; Wound infection; 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":[0.001681948,0.0002648588,0.0008925654,0.0003475576,0.0001785779,0.000386306,0.0002341566,0.0004356217,0.001897675],"category_scores_gemma":[0.004652172,0.0001923529,0.0007785922,0.0002125831,0.0005592784,0.0005240066,0.0003166146,0.0005662453,0.000129179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747745,"about_ca_system_score_gemma":0.0003921848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008327729,"about_ca_topic_score_gemma":0.0001699622,"domain_scores_codex":[0.9983959,0.0007497979,0.0002343275,0.000192324,0.0003320263,0.00009558464],"domain_scores_gemma":[0.9952945,0.00250103,0.001350841,0.0001209719,0.0001783885,0.0005542175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5895298,0.02953334,0.2414097,0.004291917,0.002416768,0.0003601433,0.0003760595,0.0004532485,0.008626073,0.0003019977,0.0005191977,0.1221818],"study_design_scores_gemma":[0.04916957,0.6487249,0.2924547,0.0003256325,0.001456542,0.00117885,0.0006722041,0.0007263672,0.002921753,0.0003012617,0.002014034,0.00005411936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962816,0.002841222,0.0001801057,0.00008374518,0.0001105608,0.0001712881,0.00005401295,0.000003900629,0.0002736107],"genre_scores_gemma":[0.997269,0.001268681,0.0005325738,0.0001099261,0.000230238,0.0002662759,0.000126387,0.000001370753,0.0001954473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001897675,"threshold_uncertainty_score":0.008895099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03819818300379875,"score_gpt":0.3577909239598374,"score_spread":0.3195927409560386,"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."}}