{"id":"W4239966312","doi":"10.1097/prs.0000000000003777","title":"Late Surgical-Site Infection in Immediate Implant-Based Breast Reconstruction","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast reconstruction; Mastectomy; Implant; Surgery; Radiation therapy; Breast implant; Population; Clinical trial; Retrospective cohort study; General surgery; Breast cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003252736,0.0004433108,0.000588735,0.001025538,0.000399199,0.001475571,0.0005849024,0.0008561931,0.001158219],"category_scores_gemma":[0.01067256,0.0003225825,0.0007417773,0.0009785854,0.0007403443,0.0008019502,0.0006546745,0.001406737,0.0001825968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582773,"about_ca_system_score_gemma":0.0005786571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007282863,"about_ca_topic_score_gemma":0.0006757575,"domain_scores_codex":[0.9977807,0.0009304485,0.0003765096,0.0002869958,0.0004171713,0.000208169],"domain_scores_gemma":[0.9869241,0.005508976,0.00487493,0.0006185198,0.001104031,0.0009694567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006148358,0.0001168032,0.985854,0.0001794893,0.00009119153,0.001966547,0.0001530642,0.00005369577,0.0002708657,0.0000426083,0.0007126519,0.009944292],"study_design_scores_gemma":[0.00006921232,0.001693133,0.9564583,0.0004862015,0.0003235018,0.03443709,0.001367218,0.0009176137,0.001135677,0.0002386294,0.002815207,0.00005819598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868624,0.009737292,0.0006126355,0.001382616,0.0003238732,0.00003419953,0.0001715905,0.00001072866,0.000864705],"genre_scores_gemma":[0.9965834,0.001854578,0.0002865763,0.0004933513,0.0005228642,0.00001423344,0.0001161992,0.000006196592,0.0001227131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003252736,"threshold_uncertainty_score":0.01720226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709766378904504,"score_gpt":0.2478833929718729,"score_spread":0.2307857291828279,"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."}}