{"id":"W102947751","doi":"10.1007/978-3-540-88006-6_15","title":"Permanent Breast Seed Implants","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Fiducial marker; Medicine; Nuclear medicine; Biomedical engineering; Surgery; Radiology","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":[0.0001510036,0.000425956,0.0002877832,0.0004665865,0.0003612626,0.000670111,0.0004719799,0.0005117772,0.06242484],"category_scores_gemma":[0.0003233307,0.0001776236,0.0002759671,0.0003657335,0.0003466845,0.0007462921,0.0005801666,0.001083581,0.01704314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002476424,"about_ca_system_score_gemma":0.0003541256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002902901,"about_ca_topic_score_gemma":0.001663767,"domain_scores_codex":[0.9999174,0.000008433331,0.000003862595,0.00001439021,0.00004905469,0.000006850223],"domain_scores_gemma":[0.9999388,0.00002656141,0.000004934103,0.00001120277,0.00001219536,0.000006383061],"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":[0.0000365065,0.00005083044,0.00013888,0.0003037937,0.000004998971,0.0004612991,0.0001708066,0.0003216093,0.004723189,0.04114124,0.1685732,0.7840736],"study_design_scores_gemma":[0.000003456075,0.00002954496,0.0003496575,0.0001127005,0.000003580418,0.003336614,0.00003200619,0.0001894985,0.001367814,0.005149948,0.9894197,0.000005480948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00423101,0.04057974,0.02125415,0.001467795,0.002429853,0.00006235013,0.0002623219,0.000519392,0.9291934],"genre_scores_gemma":[0.009492577,0.01083835,0.005090944,0.0005248122,0.0002091604,0.00002052864,0.000126954,0.0001203943,0.9735763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06242484,"threshold_uncertainty_score":0.2088319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144876246004131,"score_gpt":0.2330965049724031,"score_spread":0.2186088803719901,"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."}}