{"id":"W4406442220","doi":"10.1016/j.ysur.2013.03.035","title":"10.1016/j.ysur.2013.03.035","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; Gentamicin; Clindamycin; Colorectal cancer; Surgery; General surgery; Cancer; Internal medicine; Antibiotics; Microbiology","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":[0.0008475888,0.001294457,0.0005943932,0.001924592,0.001009865,0.002624829,0.0009116955,0.003257976,0.8808869],"category_scores_gemma":[0.001570337,0.0004710235,0.0006795322,0.0007814085,0.0008631591,0.002151747,0.001345453,0.001440397,0.7940356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008166268,"about_ca_system_score_gemma":0.001300211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002762371,"about_ca_topic_score_gemma":0.0023773,"domain_scores_codex":[0.9996645,0.00002983182,0.00003180891,0.00008629982,0.00009255123,0.00009490572],"domain_scores_gemma":[0.9991148,0.0001539836,0.0001533394,0.00004581755,0.0001850512,0.0003470013],"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":[0.0003783387,0.0005548713,0.01384698,0.0007259075,0.00005782178,0.000580074,0.0001948817,0.0002780392,0.0008997137,0.005358876,0.2201457,0.7569789],"study_design_scores_gemma":[0.0001143934,0.0003352886,0.02030995,0.002448876,0.0001106384,0.007084304,0.0009346253,0.0006689088,0.001032412,0.008043082,0.9588497,0.00006772844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01571243,0.02242898,0.004288252,0.01237912,0.003720885,0.0001832276,0.004643277,0.00281095,0.9338328],"genre_scores_gemma":[0.04173353,0.009578071,0.003186024,0.003016341,0.001105525,0.0001305641,0.002811271,0.0004272675,0.9380113],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1191131,"threshold_uncertainty_score":0.1699005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007213251092979493,"score_gpt":0.2076213589577647,"score_spread":0.2004081078647852,"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."}}