{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001292859,0.0003666698,0.000384813,0.00109013,0.0003422334,0.0008994992,0.0003666902,0.0004074717,0.0009675047],"category_scores_gemma":[0.01270951,0.0002633453,0.0003614508,0.000609508,0.0005374411,0.0005051885,0.0005309894,0.000505255,0.0002384726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004270739,"about_ca_system_score_gemma":0.0004900885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007315801,"about_ca_topic_score_gemma":0.001112656,"domain_scores_codex":[0.9987903,0.0002482902,0.0003457089,0.0001015156,0.0003454333,0.0001687589],"domain_scores_gemma":[0.9831864,0.005990469,0.007805122,0.0003681416,0.00156575,0.001084103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003825653,0.00002205292,0.9944277,0.00004338312,0.00001705057,0.001228607,0.0001060234,0.00005572937,0.0009452819,0.000006160186,0.00003256943,0.002732939],"study_design_scores_gemma":[0.00001214357,0.0009815214,0.9763756,0.00005457625,0.00007448557,0.01913673,0.0007735951,0.0004823348,0.001739512,0.00003477289,0.0003188034,0.00001599008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987513,0.0008815482,0.0001653384,0.00001638856,0.000008406601,0.000005254535,0.0000240738,0.000003649,0.0001439538],"genre_scores_gemma":[0.9996572,0.0001543945,0.0001202985,0.000006960674,0.00001109312,0.00000389262,0.00002684778,0.00000124662,0.00001808589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001292859,"threshold_uncertainty_score":0.006837368,"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."}}