{"id":"W1964815028","doi":"10.1016/j.soc.2010.04.006","title":"Total Skin Sparing (Nipple Sparing) Mastectomy: What is the Evidence?","year":2010,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Cosmesis; Medicine; Mastectomy; Breast cancer; Surgery; General 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":[0.001676491,0.001004165,0.005169015,0.002633907,0.0002830682,0.001770613,0.00160216,0.001338515,0.004402564],"category_scores_gemma":[0.003562682,0.0004856669,0.00211169,0.004528505,0.0006663145,0.001673515,0.0007609845,0.001206516,0.0005626314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008816276,"about_ca_system_score_gemma":0.002251559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002831681,"about_ca_topic_score_gemma":0.01112684,"domain_scores_codex":[0.9992872,0.0001490303,0.0002015568,0.0001141167,0.0002072204,0.00004089314],"domain_scores_gemma":[0.9973717,0.001763254,0.0005554319,0.00002831478,0.0002214007,0.00005987035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003463386,0.00004984795,0.0009412555,0.3432525,0.00307317,0.0002169546,0.00005757729,0.0002196756,0.0004172299,0.0006168085,0.009807467,0.6410012],"study_design_scores_gemma":[0.0007805767,0.0007258134,0.01520156,0.4447051,0.03986943,0.004512202,0.0007233521,0.0003529848,0.0007447986,0.002534136,0.4897296,0.0001204218],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007427574,0.9996868,0.00001240783,0.00007904018,0.00003210444,0.000002500534,0.00001353592,7.27266e-7,0.00009860443],"genre_scores_gemma":[0.0007816682,0.9989685,0.00005457761,0.0001139602,0.00003258534,0.00000260653,0.00001492879,3.364501e-7,0.00003083923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005169015,"threshold_uncertainty_score":0.01472807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990753985829823,"score_gpt":0.3850960264489314,"score_spread":0.3151884865906331,"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."}}