{"id":"W2082035840","doi":"10.1097/brs.0b013e3182407859","title":"Is Surgical Case Order Associated With Increased Infection Rate After Spine Surgery?","year":2011,"lang":"en","type":"article","venue":"Spine","topic":"Surgical site infection prevention","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada); Discovery Air (Canada)","funders":"","keywords":"Medicine; Surgery; Incidence (geometry); Decompression; Lumbar; Spinal fusion; Complication; Risk of infection; Risk factor; Retrospective cohort study; Spinal decompression; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000702112,0.0002239092,0.0004141626,0.0002098479,0.00007668932,0.00001677876,0.00002144717,0.000182904,0.02017174],"category_scores_gemma":[0.0003714764,0.0001701743,0.0001813394,0.0008633065,0.0000794033,0.00016705,0.00002755667,0.0002530525,0.0001836438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214558,"about_ca_system_score_gemma":0.00007675584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001420122,"about_ca_topic_score_gemma":0.0003349902,"domain_scores_codex":[0.9985356,0.0001891393,0.0003821698,0.0003445,0.0002343121,0.0003142593],"domain_scores_gemma":[0.9989162,0.00006150385,0.0001550394,0.000272884,0.0003506186,0.0002437476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394038,0.001543611,0.9655285,0.00009498298,0.000479946,0.01997654,0.0001398912,0.0000017284,0.0005006552,0.00005599486,0.00053467,0.009749395],"study_design_scores_gemma":[0.003353536,0.0005467294,0.980475,0.0002425971,0.0002709571,0.004870913,0.000006377205,0.0001106013,0.002798172,0.00004242864,0.007014339,0.0002683454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944553,0.00006307403,0.0004647084,0.0001769581,0.0002069593,0.0003603607,0.000006856296,0.000249903,0.004015931],"genre_scores_gemma":[0.9973056,0.00003880787,0.0001531299,0.000459077,0.0001590881,0.0000709652,0.00009538535,0.00003943353,0.001678468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0199881,"threshold_uncertainty_score":0.980724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916447147291375,"score_gpt":0.2741148478937018,"score_spread":0.2449503764207881,"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."}}