{"id":"W4250551094","doi":"10.4172/plastic-surgery.1000863","title":"Meta-analysis of antibiotic prophylaxis in breast reduction surgery","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Breast reduction; Antibiotic prophylaxis; Medicine; Antibiotics; Breast surgery; Reduction (mathematics); Internal medicine; Surgery; Mammaplasty; Breast cancer; Microbiology; Biology","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":[0.01619332,0.003771893,0.01631636,0.002312917,0.001030864,0.003531697,0.00274837,0.003765705,0.004589187],"category_scores_gemma":[0.041697,0.002419688,0.05756916,0.003588452,0.0009400625,0.001904949,0.002017625,0.003930584,0.0005294338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522271,"about_ca_system_score_gemma":0.001498387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008198713,"about_ca_topic_score_gemma":0.01119621,"domain_scores_codex":[0.9776363,0.013931,0.003591357,0.002916287,0.001151178,0.0007738434],"domain_scores_gemma":[0.973923,0.01871138,0.00303947,0.002709835,0.001098838,0.0005173928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01329085,0.0000208116,0.0085856,0.01095854,0.9642193,0.00008344748,0.00002972961,0.0003829633,0.0002582578,0.00005917663,0.0002377873,0.001873547],"study_design_scores_gemma":[0.001889958,0.0004223853,0.005737552,0.0005310558,0.9903625,0.00006118903,0.00002653246,0.0002804626,0.0000883821,0.0001673176,0.0004136425,0.0000189635],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1111024,0.8782119,0.004924321,0.0006187881,0.001941023,0.0002238596,0.001536232,0.0002198273,0.001221728],"genre_scores_gemma":[0.9292772,0.06410582,0.00259984,0.001182307,0.0007290721,0.0002263094,0.0008408047,0.0001250228,0.000913634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01631636,"threshold_uncertainty_score":0.08563948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466401875424528,"score_gpt":0.2510632765321905,"score_spread":0.1963992577779452,"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."}}