{"id":"W2098058034","doi":"10.2106/jbjs.h.01615","title":"Surgical Site Signing and “Time Out”","year":2009,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Medicine; Accreditation; Surgery; General surgery; Protocol (science); Health care; Surgical site infection; Medical education","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":[0.009332107,0.0003087408,0.0002364902,0.0009947413,0.0006662472,0.0007659712,0.0006368112,0.000579678,0.002367625],"category_scores_gemma":[0.05760468,0.0002276531,0.0002683802,0.0006544614,0.001192888,0.0006447674,0.0009387146,0.0009333329,0.000411581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005933447,"about_ca_system_score_gemma":0.001528227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032553,"about_ca_topic_score_gemma":0.001504651,"domain_scores_codex":[0.9859545,0.006010195,0.002293684,0.0007939467,0.004242278,0.0007053541],"domain_scores_gemma":[0.8360903,0.04310383,0.1038171,0.006818661,0.007019754,0.003150417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002831691,0.000208834,0.9632066,0.0001322257,0.00002293487,0.0003965996,0.002054828,0.000132077,0.002128674,0.00008055478,0.000361769,0.03099153],"study_design_scores_gemma":[0.000006294677,0.001196102,0.988941,0.00007935018,0.00001590306,0.002515897,0.002985483,0.0002900401,0.002322288,0.0001036635,0.001519068,0.00002491752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9966567,0.0001697722,0.001282504,0.0002233705,0.00002100072,0.00005897722,0.00004174437,0.00002414829,0.001521769],"genre_scores_gemma":[0.9981892,0.0001219364,0.001129125,0.0001079107,0.00002434206,0.00003814562,0.00004955324,0.000009578708,0.0003301945],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009332107,"threshold_uncertainty_score":0.04935348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221094173079244,"score_gpt":0.2617908756071974,"score_spread":0.2395799338764049,"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."}}