{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509686,0.000086534,0.0006045182,0.0002763943,0.00004459102,0.00002590273,0.000003800293,0.00007048325,0.0004642896],"category_scores_gemma":[0.0001944062,0.00006480496,0.0002547709,0.000089999,0.00003029415,0.0001673377,0.00001022221,0.0002157948,0.00001511697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000191984,"about_ca_system_score_gemma":0.000030902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000195878,"about_ca_topic_score_gemma":1.393228e-7,"domain_scores_codex":[0.9988309,0.00006981369,0.0006623352,0.00009076452,0.0002160823,0.000130152],"domain_scores_gemma":[0.9990275,0.0002888348,0.0003232194,0.00005281933,0.00009788387,0.0002097723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002245671,0.0009090782,0.2562978,0.0001917584,0.0002802922,0.009880628,0.0004734403,0.000006716318,0.1527991,0.0001265802,0.01402384,0.5627651],"study_design_scores_gemma":[0.00315682,0.000994529,0.8903499,0.001245904,0.0002771608,0.02808273,0.0000480858,0.0001208194,0.004630257,0.001278386,0.06952494,0.0002904573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946067,0.001523379,0.0001286555,0.002281585,0.0001111455,0.00004388979,4.933651e-7,0.00001455474,0.001289586],"genre_scores_gemma":[0.9978456,0.0006973494,0.0001697962,0.0003420919,0.0003364276,2.201976e-7,0.000001809957,0.000005884421,0.0006007519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6340521,"threshold_uncertainty_score":0.5083645,"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."}}