{"id":"W2111366116","doi":"10.1016/j.cps.2006.11.005","title":"Oncologic Principles in Breast Reconstruction","year":2007,"lang":"en","type":"review","venue":"Clinics in Plastic Surgery","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Lobular carcinoma; Malignancy; Ductal carcinoma; Cancer; Incidence (geometry); Oncology; Adjuvant therapy; Internal medicine; Radiology; General surgery; Gynecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009744841,0.0004277306,0.001519009,0.0004037655,0.00003512979,0.00001307899,0.0001694264,0.0007713104,0.00002125668],"category_scores_gemma":[0.001543875,0.0003798013,0.0004246585,0.0003817529,0.000163146,0.000003277752,0.0001709264,0.0004000481,0.00003496355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024962,"about_ca_system_score_gemma":0.0006850261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001611145,"about_ca_topic_score_gemma":0.0002017569,"domain_scores_codex":[0.9972625,0.000208959,0.001265597,0.0007087651,0.0001270974,0.0004271269],"domain_scores_gemma":[0.9951532,0.003875299,0.0004844036,0.0003757867,0.00004641965,0.00006483964],"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":[0.00005904152,0.0001556555,0.03685948,0.001208646,0.0001076873,0.00007834896,0.000004273112,0.000006545303,1.386573e-7,0.00001043221,0.00016904,0.9613407],"study_design_scores_gemma":[0.0003717746,0.00003508311,0.02177035,0.008616096,0.0001909918,0.0006120631,0.00003473721,0.000004140842,8.487333e-7,0.00002758303,0.9677532,0.000583157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003991395,0.9913006,0.0000149117,0.000008983361,0.003859539,0.000250205,0.0001054378,0.00001581,0.0004530715],"genre_scores_gemma":[0.0008253835,0.9979225,0.000101781,0.0000248019,0.0005556222,0.0001337795,0.0003411857,0.00004671708,0.00004818714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9675841,"threshold_uncertainty_score":0.9998654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152691651244072,"score_gpt":0.3792475036308725,"score_spread":0.2639783385064652,"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."}}