{"id":"W2082509622","doi":"10.1016/j.cps.2006.11.007","title":"Partial Mastectomy Reconstruction","year":2007,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Grey Nuns Community Hospital","funders":"","keywords":"Quadrantectomy; Medicine; Lumpectomy; Mastectomy; Breast cancer; Total Mastectomy; Breast reconstruction; Radiation therapy; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002611891,0.0007477636,0.0009546102,0.001520931,0.0002540309,0.0005788953,0.0004726809,0.0004348307,0.007750229],"category_scores_gemma":[0.0006782671,0.0001836269,0.0004766604,0.001417145,0.0003845325,0.0008388314,0.0006746597,0.0007232995,0.001555939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155771,"about_ca_system_score_gemma":0.0006343207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002987068,"about_ca_topic_score_gemma":0.001112667,"domain_scores_codex":[0.9998291,0.00002652817,0.00003019373,0.00004590971,0.00004817298,0.00002019308],"domain_scores_gemma":[0.999787,0.0001048391,0.0000585026,0.00001137629,0.00001748277,0.00002073689],"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":[0.00005238557,0.00003740235,0.0005533462,0.006790887,0.00007149281,0.001002052,0.00002249717,0.0001030596,0.001120054,0.0004752688,0.009964947,0.9798067],"study_design_scores_gemma":[0.000102129,0.0004145137,0.01625634,0.01067652,0.0007987119,0.06563266,0.0002101711,0.0001962808,0.001825306,0.00137012,0.9024758,0.0000414368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001054782,0.9945008,0.0003396969,0.0001658346,0.0002706294,0.00001010256,0.00003196142,0.00001448778,0.003611728],"genre_scores_gemma":[0.01163003,0.9834441,0.0005999324,0.0007442141,0.0006205245,0.00001607041,0.0001497568,0.000004895863,0.002790504],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007750229,"threshold_uncertainty_score":0.02592713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140903677982982,"score_gpt":0.3847337555850205,"score_spread":0.2438300776020385,"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."}}