{"id":"W2517559908","doi":"10.1302/2046-3758.58.bjr-2016-0036.r1","title":"The inter-rater reliability of the diagnosis of surgical site infection in the context of a clinical trial","year":2016,"lang":"en","type":"article","venue":"Bone and Joint Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Mount Sinai Hospital; Montreal General Hospital; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Stryker; Sanofi; Eli Lilly and Company; Amgen","keywords":"Medicine; Confidence interval; Context (archaeology); Kappa; Surgical site infection; Clinical trial; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006799731,0.00006049963,0.0003651741,0.00005752004,0.00005423287,0.000007237531,0.00005742321,0.00007037309,0.00003779285],"category_scores_gemma":[0.001836407,0.00001854489,0.0002164968,0.0001887866,0.0006687721,0.00002459316,0.0001184487,0.0002204147,0.000002838807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002310123,"about_ca_system_score_gemma":0.00008607072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001851241,"about_ca_topic_score_gemma":0.0006878264,"domain_scores_codex":[0.9973989,0.001159333,0.0007096477,0.0001537676,0.000424822,0.0001535742],"domain_scores_gemma":[0.9941962,0.004978247,0.000127672,0.0004338821,0.0002260265,0.00003798813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006073877,0.001230441,0.9433652,0.00003317813,0.00002780185,0.000008447546,0.0002554278,9.987177e-9,0.0001084579,0.0003706098,0.001072804,0.04745374],"study_design_scores_gemma":[0.01686543,0.001584601,0.965948,0.0002718709,0.00002692086,0.000008306959,0.000161442,0.000002863309,0.005233332,0.000406,0.009467894,0.00002333086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843692,0.0004731929,5.094146e-7,0.01391959,0.00005214417,0.0008543963,0.000008097971,0.000001614086,0.0003213167],"genre_scores_gemma":[0.9958954,0.003794605,0.000004764753,0.00002845779,0.00006668822,0.0001457854,6.705305e-7,0.000003712849,0.00005991547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0474304,"threshold_uncertainty_score":0.2798534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.185497444486684,"score_gpt":0.4520376592987356,"score_spread":0.2665402148120516,"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."}}