{"id":"W2616955617","doi":"10.1097/prs.0000000000003383","title":"Principles of Breast Re-Reduction: A Reappraisal","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Banff Centre","funders":"","keywords":"Medicine; Breast reduction; Surgery; Reduction (mathematics); Breast surgery; Liposuction; Areola; Mammaplasty; Retrospective cohort study; Demographics; Blood supply; Mastectomy; Breast cancer; Internal medicine; Cancer","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":[0.002641427,0.0005000567,0.0003108451,0.001908955,0.0003293809,0.001292535,0.00110952,0.0005860117,0.001060831],"category_scores_gemma":[0.004860627,0.000203418,0.0005050434,0.0008103421,0.001918899,0.001627847,0.0008557673,0.001005948,0.0004177484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001055332,"about_ca_system_score_gemma":0.00149708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005685328,"about_ca_topic_score_gemma":0.0007171876,"domain_scores_codex":[0.9984402,0.0002992064,0.0001986207,0.0001685344,0.0007581137,0.0001353257],"domain_scores_gemma":[0.9970976,0.0007796008,0.001184968,0.0002122669,0.0005854664,0.0001400183],"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":[0.0002429889,0.0003435028,0.2402918,0.00152604,0.0001353799,0.003361104,0.001034824,0.002012525,0.003860597,0.005232005,0.004025012,0.7379341],"study_design_scores_gemma":[0.0001802424,0.004303963,0.4900589,0.003234874,0.0003811787,0.3564799,0.005665292,0.005307382,0.00933671,0.01157979,0.113199,0.0002727609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6919897,0.1834213,0.06825285,0.02194564,0.001282345,0.0006774408,0.0002008604,0.0005029223,0.03172702],"genre_scores_gemma":[0.8986626,0.06436227,0.03243977,0.001083468,0.00128363,0.0001966368,0.0001812544,0.00003517656,0.001755356],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002641427,"threshold_uncertainty_score":0.01396936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04231121269096544,"score_gpt":0.2799300099243484,"score_spread":0.2376187972333829,"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."}}