{"id":"W7100318218","doi":"","title":"© 2004 Canadian Medical Association or its licensors Background: Surgical site infec-","year":2004,"lang":"en","type":"article","venue":"","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Laparotomy; Randomized controlled trial; Complication; Surgical site infection; Clinical trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001865596,0.000666904,0.0011345,0.001378125,0.002951775,0.002688947,0.001327144,0.003424595,0.6280445],"category_scores_gemma":[0.006224034,0.0005708968,0.0007046427,0.002039743,0.002031948,0.0008316688,0.0008003017,0.00271813,0.2288364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005075263,"about_ca_system_score_gemma":0.02534078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2633335,"about_ca_topic_score_gemma":0.5085357,"domain_scores_codex":[0.9983139,0.0002181585,0.00009963031,0.0001680401,0.0008182913,0.0003820431],"domain_scores_gemma":[0.9916816,0.001566799,0.0003393765,0.0003971414,0.003760168,0.002254854],"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":[0.0005769276,0.0003258655,0.002393985,0.001001327,0.00003898856,0.0002820302,0.0001326317,0.0001367558,0.001231462,0.002588415,0.7528658,0.2384258],"study_design_scores_gemma":[0.0001277275,0.00009281493,0.005387778,0.00085553,0.00002129508,0.0002136824,0.0001248246,0.0001069602,0.0001759746,0.0003812215,0.9924987,0.00001346063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006099602,0.03076851,0.001046504,0.03879336,0.0113458,0.0003940094,0.008172941,0.0005312291,0.9028481],"genre_scores_gemma":[0.02468612,0.03299473,0.002394853,0.007037042,0.001398466,0.0002587351,0.002981839,0.0001397736,0.9281083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6280445,"threshold_uncertainty_score":0.5305494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908720342625278,"score_gpt":0.3000526195041308,"score_spread":0.2809654160778781,"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."}}