{"id":"W1988290011","doi":"10.1503/cjs.033610","title":"Periprosthetic joint infections at a teaching hospital in 1990–2007","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Periprosthetic; Infection rate; Joint arthroplasty; Arthroplasty; Total knee arthroplasty; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000606554,0.00009548562,0.0002717192,0.0007402494,0.0001644945,0.00001470558,0.00001224933,0.00006145085,0.0005423885],"category_scores_gemma":[0.0002656893,0.00008062676,0.000199426,0.0001495773,0.00004851926,0.0001885781,0.000005366649,0.0003105263,0.00004127692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006672539,"about_ca_system_score_gemma":0.0006992102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005050817,"about_ca_topic_score_gemma":0.003695515,"domain_scores_codex":[0.9990742,0.00004316806,0.0003493946,0.0000618391,0.0001052622,0.0003661824],"domain_scores_gemma":[0.9988757,0.00005528536,0.0001267109,0.0001008258,0.00006105909,0.0007804516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000491018,0.0001490938,0.9917895,0.000010666,0.00004421927,0.0004536637,0.000472118,0.00000179137,0.00001679351,0.00003672904,0.003518558,0.003501985],"study_design_scores_gemma":[0.0003518182,0.0001082485,0.9229538,0.0001903729,0.00005978769,0.003159473,0.0001353015,0.0000021878,0.00002996299,0.000008591067,0.07291701,0.00008343557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992109,0.0009136969,0.0000115622,0.0006063181,0.001772912,0.00008315362,0.000004738015,0.000005171235,0.004493434],"genre_scores_gemma":[0.9987409,0.00003777617,0.00006206017,0.0001562327,0.0004845909,0.000003707389,0.000004248754,0.00001600803,0.0004944939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06939845,"threshold_uncertainty_score":0.7635358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254075766306914,"score_gpt":0.247176971178673,"score_spread":0.2217693945479816,"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."}}