{"id":"W2009275609","doi":"10.1503/cjs.005814","title":"A century of breast surgery: from radical to minimal","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Surgery","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Breast cancer; Mammography; Incidence (geometry); General surgery; Ideal (ethics); Breast surgery; Radical surgery; Gynecology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004666757,0.0007818867,0.001361084,0.0008241546,0.002985608,0.003073603,0.001375328,0.01740933,0.006294601],"category_scores_gemma":[0.02312162,0.0004686112,0.0006746636,0.0006214005,0.007481087,0.009019325,0.002196846,0.0419938,0.002427421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003844349,"about_ca_system_score_gemma":0.003268142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002467512,"about_ca_topic_score_gemma":0.006500068,"domain_scores_codex":[0.9970297,0.0009151129,0.0002436644,0.0003500592,0.001200946,0.0002605461],"domain_scores_gemma":[0.9890423,0.006293267,0.0005932697,0.000395655,0.001626732,0.002048736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008631408,0.0000460275,0.0005175701,0.0002581873,0.00002444955,0.00175076,0.0003449577,0.00007892184,0.0002596038,0.01228622,0.9453748,0.03897207],"study_design_scores_gemma":[0.00005171053,0.0001038701,0.0007498919,0.001037248,0.00002079284,0.006085823,0.0007701444,0.0001247017,0.0001281844,0.02265234,0.9682161,0.00005906062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002468546,0.0168334,0.0001467293,0.9560516,0.02521189,0.000002617854,0.00001127083,0.0000134998,0.001482162],"genre_scores_gemma":[0.005347874,0.0229638,0.0003097504,0.8103822,0.1585478,0.0000098642,0.00001568437,0.0000178774,0.00240526],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01740933,"threshold_uncertainty_score":0.02789283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08941226371587178,"score_gpt":0.2779109286301057,"score_spread":0.1884986649142339,"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."}}