{"id":"W2547876656","doi":"10.1097/ta.0000000000001286","title":"Roscoe R. Graham","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Surgical site infection prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"History; Environmental ethics; Art history; Political science; Medicine; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004721313,0.0005803049,0.0003456598,0.001038905,0.0008592207,0.001585578,0.0005923008,0.001595829,0.1541571],"category_scores_gemma":[0.003722055,0.0001816208,0.0002194433,0.0004880036,0.000735692,0.001048053,0.0009726681,0.002547871,0.06124287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103923,"about_ca_system_score_gemma":0.002081205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016511,"about_ca_topic_score_gemma":0.007764371,"domain_scores_codex":[0.9994491,0.00006582709,0.00002876448,0.0001596411,0.0002255825,0.00007125662],"domain_scores_gemma":[0.9986424,0.0002171706,0.0001088942,0.00006192295,0.0005496992,0.0004199095],"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":[0.00002210357,0.00001481732,0.0003784638,0.0001293461,0.000003173087,0.0005395488,0.00005204438,0.00002663806,0.0001648639,0.001904285,0.9138519,0.08291291],"study_design_scores_gemma":[0.000003508329,0.000009709373,0.0004214958,0.0001716086,0.000002325653,0.001708816,0.0000532236,0.00001824655,0.0001039394,0.0003599682,0.9971418,0.000005426535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004656456,0.1228949,0.002466033,0.2201973,0.1015836,0.0001918563,0.00115286,0.0008325691,0.5460245],"genre_scores_gemma":[0.03476179,0.07531738,0.002266069,0.05023894,0.01669388,0.0001206367,0.0004748441,0.0003983491,0.8197282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1541571,"threshold_uncertainty_score":0.5157069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750529852505946,"score_gpt":0.3310676636750969,"score_spread":0.3135623651500375,"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."}}