{"id":"W4307337454","doi":"10.1016/j.jse.2022.09.023","title":"The POSI study: gender differences in 94 cases of postoperative shoulder surgery infection: results of a 7-year retrospective multicenter study","year":2022,"lang":"en","type":"article","venue":"Journal of Shoulder and Elbow Surgery","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital de l'Enfant-Jésus; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Shoulder surgery; Retrospective cohort study; Surgery; Staphylococcus epidermidis; Arthroplasty; Propionibacterium acnes; Staphylococcus aureus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001173336,0.0005084729,0.0004766031,0.001566984,0.000682892,0.0008487913,0.000439078,0.0006417784,0.001799753],"category_scores_gemma":[0.002254932,0.0004929566,0.0006927202,0.001245939,0.0006313568,0.0009410325,0.0007599888,0.0003747424,0.0004981571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003359351,"about_ca_system_score_gemma":0.0003878143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879859,"about_ca_topic_score_gemma":0.002365317,"domain_scores_codex":[0.9991425,0.0002711142,0.0001225811,0.0001797244,0.0001218864,0.0001622111],"domain_scores_gemma":[0.9979285,0.0003575341,0.0009379833,0.000166384,0.0002637833,0.0003458423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000227589,0.00007042081,0.9982545,0.000005658522,0.0000326621,0.0001651803,0.0001812298,0.000008040847,0.0003482843,0.000008228234,0.00002461548,0.0006734962],"study_design_scores_gemma":[0.00001240499,0.0003636663,0.9971137,0.000006332417,0.00004941972,0.0008451904,0.00124983,0.00004583116,0.0001384667,0.00001004815,0.0001584709,0.000006596123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995629,0.0001250258,0.00004252677,0.00000905468,0.000002651336,0.00000502198,0.00009030469,0.000001019805,0.0001614762],"genre_scores_gemma":[0.999518,0.00009087002,0.00005150713,0.00002043064,0.000008760125,0.000008092053,0.0001862838,0.000002908107,0.0001130455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002879859,"threshold_uncertainty_score":0.006205261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356079983220474,"score_gpt":0.3187664142707433,"score_spread":0.2652056144385385,"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."}}