{"id":"W4406395724","doi":"10.1016/j.ysur.2015.03.094","title":"10.1016/j.ysur.2015.03.094","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007394979,0.001132874,0.0004945646,0.001654133,0.000926353,0.002382022,0.0008450513,0.002912258,0.8726772],"category_scores_gemma":[0.001453401,0.000420505,0.0006050844,0.0006754391,0.0007883771,0.002038249,0.001165594,0.001259012,0.7770656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007447312,"about_ca_system_score_gemma":0.001261974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433833,"about_ca_topic_score_gemma":0.002202113,"domain_scores_codex":[0.9996947,0.00002815681,0.00003001258,0.00007954586,0.00008204846,0.00008553744],"domain_scores_gemma":[0.9991415,0.0001486276,0.0001465303,0.00004361588,0.0001703553,0.0003495033],"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":[0.0003483082,0.0005265092,0.01459715,0.0006996373,0.00005612291,0.0005768998,0.0001895741,0.000263842,0.0008116368,0.004918945,0.2169394,0.760072],"study_design_scores_gemma":[0.0001163553,0.0003393232,0.02086794,0.0023923,0.0001048704,0.007050376,0.0009627884,0.00070325,0.0009484572,0.008298659,0.9581528,0.00006280855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01553672,0.01878684,0.003978011,0.01157928,0.003468437,0.0001731776,0.00404201,0.002379053,0.9400564],"genre_scores_gemma":[0.04484232,0.008417285,0.003031872,0.002851478,0.001116729,0.0001265116,0.002542075,0.0003810009,0.9366907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1273228,"threshold_uncertainty_score":0.1816104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006888994867954005,"score_gpt":0.2182443604117983,"score_spread":0.2113553655438443,"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."}}