{"id":"W2173906181","doi":"10.2106/jbjs.n.00881","title":"Early Versus Late Culture Growth of Propionibacterium acnes in Revision Shoulder Arthroplasty","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"Propionibacterium acnes; Interquartile range; Periprosthetic; Arthroplasty; Medicine; Perioperative; Microbiological culture; Surgery; Internal medicine; Biology; Bacteria; Acne; Dermatology","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":[0.0005162907,0.00008495891,0.0005209186,0.0002698336,0.00002000113,0.00001002204,0.000003281459,0.00006720966,0.00001829767],"category_scores_gemma":[0.0002254091,0.00005296181,0.000148746,0.0001448075,0.0000357649,0.0001734882,0.00001392398,0.0001640862,0.000002110022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984978,"about_ca_system_score_gemma":0.0001265875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000322509,"about_ca_topic_score_gemma":0.000003760822,"domain_scores_codex":[0.9990163,0.00003878144,0.0005665066,0.00007074451,0.0002048681,0.000102798],"domain_scores_gemma":[0.9991526,0.00004040492,0.0003393661,0.00006493843,0.0002778643,0.0001248475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001863898,0.0005018015,0.9805037,0.0001955386,0.0001533203,0.0007763216,0.0006667352,0.000001745643,0.0008246581,0.00001655232,0.003864502,0.01063123],"study_design_scores_gemma":[0.004295134,0.00148057,0.9860805,0.00121277,0.000168283,0.0007181976,0.0001682714,0.000006780383,0.000584104,0.00005744948,0.005127746,0.0001001867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975806,0.001120534,0.00001683594,0.0004446745,0.0004951758,0.000072056,0.000001712535,0.000003939964,0.000264442],"genre_scores_gemma":[0.9978,0.001555523,0.000203886,0.00002966288,0.0001591693,6.764473e-7,0.000002413888,0.000007271227,0.0002413868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053104,"threshold_uncertainty_score":0.215972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280936280981681,"score_gpt":0.2777516173090269,"score_spread":0.2349422544992101,"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."}}