{"id":"W2100409736","doi":"10.1007/s12282-010-0219-4","title":"Bilateral necrotizing fasciitis of the breast following quadrantectomy","year":2010,"lang":"en","type":"article","venue":"Breast Cancer","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Toronto General Hospital","funders":"","keywords":"Medicine; Fasciitis; Quadrantectomy; Surgical oncology; Fascia; Subcutaneous tissue; Breast cancer; Surgery; Mastectomy; Dermatology; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004357459,0.0001140425,0.0001894471,0.0000468305,0.0001068567,0.00001409108,0.00005446464,0.00006271469,0.0008375742],"category_scores_gemma":[0.000007458285,0.00006878035,0.0002394746,0.0002326425,0.00006662172,0.0000664476,0.00003591074,0.000189081,0.00001465256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004313546,"about_ca_system_score_gemma":0.0001002825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003100006,"about_ca_topic_score_gemma":0.000538629,"domain_scores_codex":[0.9993293,0.00001252041,0.0001577546,0.000164323,0.000152001,0.0001841497],"domain_scores_gemma":[0.9994978,0.00001671152,0.00006111409,0.0002827858,0.00006757901,0.0000739861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003882708,0.0001039005,0.9441148,0.0000188358,0.0001473128,0.00001630705,0.00006475936,0.000001791775,0.03233092,0.00005732652,0.0001113179,0.02299392],"study_design_scores_gemma":[0.001337946,0.00001570864,0.9918095,0.0001831078,0.0001360066,0.00152683,0.00002036491,0.00003588484,0.003938264,0.00002916016,0.0008947189,0.00007253165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955384,0.00004292433,0.00001130478,0.001329274,0.0009477623,0.0003122683,0.00008435958,0.00003759633,0.001696099],"genre_scores_gemma":[0.9989479,0.000003952964,0.00007736457,0.0001142467,0.0002094502,0.00006997012,0.000002713543,0.00001768539,0.0005567513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04769469,"threshold_uncertainty_score":0.917085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007547636276702738,"score_gpt":0.2780307247650712,"score_spread":0.2704830884883684,"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."}}