{"id":"W4384663876","doi":"10.2106/jbjs.22.01376","title":"Surgical Site Infection in Patients Managed with an Endoprosthesis for the Treatment of Cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Amputation; Surgery; Complication; Cancer; Primary tumor; Retrospective cohort study; Internal medicine; Metastasis","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":[0.0006941117,0.00006799331,0.0004093009,0.0003257503,0.0000360089,0.000007514152,0.000003687959,0.00003571331,0.00006631952],"category_scores_gemma":[0.00004467702,0.00003622358,0.0002017685,0.0002598236,0.00002519238,0.00009639169,0.000003340443,0.00005658741,7.499912e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005984128,"about_ca_system_score_gemma":0.00003002404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002351083,"about_ca_topic_score_gemma":0.0001032579,"domain_scores_codex":[0.9991347,0.00005713728,0.0004698246,0.00007178567,0.000168173,0.00009840702],"domain_scores_gemma":[0.9990328,0.0004126604,0.0003178472,0.00006138886,0.0001187099,0.0000565809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001664897,0.0004381694,0.8983896,0.00004816391,0.00009063139,0.00005519456,0.00008313352,0.00004166199,0.0001088477,0.000002398745,0.00005214792,0.09902518],"study_design_scores_gemma":[0.002550429,0.001324932,0.989717,0.0001848997,0.0001316173,0.00005968916,0.00002087802,0.00008194327,0.0008722637,0.00002445621,0.004992068,0.00003983821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998996,0.0002582745,0.000024354,0.0003558487,0.0001138534,0.0002264497,0.000003203223,0.00000764437,0.00001432617],"genre_scores_gemma":[0.9956101,0.004117053,0.00001885355,0.0000195287,0.0001011676,0.00002066835,0.000006479454,0.00000812048,0.00009809246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09898534,"threshold_uncertainty_score":0.1477155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237959232782841,"score_gpt":0.290741778599595,"score_spread":0.2583621862717666,"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."}}