{"id":"W3215520605","doi":"10.15537/smj.2021.42.12.20210624","title":"Skin and soft tissue infections in hospitalized cancer patients","year":2021,"lang":"en","type":"article","venue":"Saudi Medical Journal","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cellulitis; Incidence (geometry); Internal medicine; Epidemiology; Breast cancer; Retrospective cohort study; Cancer; Antimicrobial; Surgery; Observational study; Skin cancer; 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":[0.0002837002,0.0001495742,0.0002695339,0.000608071,0.0003791868,0.0005614825,0.0001864603,0.0003209739,0.001764009],"category_scores_gemma":[0.00188832,0.0001929749,0.0002549901,0.0008511721,0.0002092608,0.0003922046,0.0003197906,0.0003958502,0.0001538433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496117,"about_ca_system_score_gemma":0.0004343839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003026477,"about_ca_topic_score_gemma":0.004022205,"domain_scores_codex":[0.9995565,0.00008275272,0.0001031411,0.00005734322,0.0001036405,0.00009656595],"domain_scores_gemma":[0.9980338,0.0001959517,0.00131713,0.00003325917,0.0001402338,0.0002795008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003542255,0.00001766233,0.9992454,0.00001205163,0.00000907483,0.0001108406,0.00003693658,0.00000744971,0.00006258176,0.000002923358,0.00003228648,0.0004273668],"study_design_scores_gemma":[0.000004107446,0.000140226,0.9977233,0.00001580978,0.000009857583,0.001360391,0.0005250221,0.0000530452,0.0000512879,0.000006688332,0.0001073632,0.000002903333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992135,0.0002879866,0.0000193952,0.00002606099,0.000004331812,0.000008378469,0.0001950576,0.000001043109,0.0002443483],"genre_scores_gemma":[0.9995639,0.000155685,0.00003449185,0.00002231302,0.000006518253,0.00000618544,0.0001687579,4.031298e-7,0.00004173884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003026477,"threshold_uncertainty_score":0.006017745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00898896494524567,"score_gpt":0.3206402885367551,"score_spread":0.3116513235915094,"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."}}