{"id":"W4287511610","doi":"10.1016/j.clbc.2022.07.010","title":"Clinical Breast Examination is Important in Surveillance After Mastectomy","year":2022,"lang":"en","type":"letter","venue":"Clinical Breast Cancer","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Breast examination; General surgery; Mammography; 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":[0.004612131,0.0006571806,0.001230433,0.001088069,0.004782942,0.00391708,0.001640196,0.05248346,0.006574718],"category_scores_gemma":[0.02934806,0.001053702,0.001031664,0.001265471,0.002407816,0.003021475,0.001917213,0.03611207,0.003182541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004164769,"about_ca_system_score_gemma":0.00758788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01932468,"about_ca_topic_score_gemma":0.05616232,"domain_scores_codex":[0.9954847,0.001296392,0.0008748625,0.0004122113,0.0009685702,0.0009633162],"domain_scores_gemma":[0.9825755,0.009168589,0.001841295,0.0005636424,0.002193024,0.003657869],"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":[0.0001597486,0.000150528,0.02576283,0.0001649254,0.00003557229,0.009874448,0.0007789427,0.0001550569,0.0009093293,0.002556533,0.9232183,0.03623377],"study_design_scores_gemma":[0.0002747429,0.0004602009,0.05214614,0.002003237,0.0001554622,0.02128467,0.00339614,0.001191185,0.0008061217,0.0106601,0.9074157,0.0002063259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001803224,0.001179352,0.00007072277,0.9843526,0.007173114,0.00001186764,0.000047004,0.00001534689,0.005346659],"genre_scores_gemma":[0.01245608,0.001381191,0.0003120664,0.9452416,0.03487656,0.00003442971,0.00004771074,0.00002168156,0.005628722],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05248346,"threshold_uncertainty_score":0.03842443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08916666850516008,"score_gpt":0.4112110632350622,"score_spread":0.3220443947299022,"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."}}