{"id":"W2883994816","doi":"10.5152/ejbh.2018.3871","title":"Breast Infection: A Review of Diagnosis and Management Practices","year":2018,"lang":"en","type":"review","venue":"European Journal of Breast Health","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Medicine; Referral; Incision and drainage; Guideline; Mastitis; Intensive care medicine; Abscess; General surgery; Surgery; Nursing; Pathology","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":[0.0009862445,0.0006216265,0.001020384,0.004935603,0.0003938283,0.001035567,0.0009512383,0.0007817184,0.004589169],"category_scores_gemma":[0.005128955,0.0003582819,0.0009562215,0.004355125,0.0004178311,0.001332547,0.000552717,0.0009631076,0.0008383808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009703985,"about_ca_system_score_gemma":0.002471724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005024829,"about_ca_topic_score_gemma":0.007442414,"domain_scores_codex":[0.9992484,0.0001561558,0.0002490761,0.0001156377,0.0001887309,0.00004200547],"domain_scores_gemma":[0.997182,0.001749122,0.0004770122,0.0000413042,0.0004714436,0.00007903757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008964486,0.00007100913,0.002827095,0.08561178,0.0002743748,0.0005335791,0.0005014831,0.0003590498,0.000369707,0.001883085,0.03903539,0.8684438],"study_design_scores_gemma":[0.00002504679,0.00016661,0.01341378,0.1491637,0.001087526,0.0104829,0.0008457088,0.0001842735,0.0003338649,0.001823825,0.8224081,0.00006469267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003325555,0.9981921,0.00007416793,0.0004942566,0.0001146364,0.000008948651,0.00008314911,0.00000614319,0.0006940531],"genre_scores_gemma":[0.001804753,0.9974546,0.0002164285,0.0002001839,0.00009502195,0.000007888508,0.00007931155,0.000001851734,0.000140081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005024829,"threshold_uncertainty_score":0.01535231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08989398215009273,"score_gpt":0.3873846435149296,"score_spread":0.2974906613648368,"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."}}