{"id":"W2031272930","doi":"10.1097/01.prs.0000117194.21748.02","title":"The Infected or Exposed Breast Implant: Management and Treatment Strategies","year":2004,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Implant; Antibiotics; Infection control; Prosthesis; Arthroplasty","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":[0.0001204097,0.0002867733,0.0004200826,0.0002139617,0.0003465121,0.0001024433,0.0000409276,0.00009927171,0.00006283358],"category_scores_gemma":[0.00003265908,0.0001593772,0.0001192829,0.0002254205,0.00043269,0.0001817179,0.00002807657,0.000139052,0.00002620521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187815,"about_ca_system_score_gemma":0.0003384325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006503257,"about_ca_topic_score_gemma":0.0001603286,"domain_scores_codex":[0.9986578,0.00004791359,0.0003773725,0.0003388092,0.0001730116,0.0004050625],"domain_scores_gemma":[0.9981297,0.001279008,0.0001445685,0.0001939581,0.00007369142,0.0001790351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002261337,0.0001273575,0.03761875,0.00008784625,0.0008631914,0.0004896414,0.0001836492,0.00000840477,0.0002398598,0.002342533,0.00007538594,0.9557021],"study_design_scores_gemma":[0.004696982,0.0004134092,0.4993868,0.000606879,0.0005577603,0.4846365,0.005178845,0.00003622976,0.001243105,0.002106627,0.0006418697,0.000494931],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960628,0.0001473774,0.0002428567,0.0001299096,0.001568725,0.0004187248,0.00007197953,0.0001167815,0.001240847],"genre_scores_gemma":[0.9986217,0.0004375966,0.0004406194,0.0000108411,0.0002083018,0.00005576088,0.00003857523,0.00002225903,0.0001643622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9552071,"threshold_uncertainty_score":0.6499215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968245734404696,"score_gpt":0.2351364913212934,"score_spread":0.2154540339772464,"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."}}