{"id":"W4379598380","doi":"","title":"Wire-Free, Nonradioactive Localization Techniques to Guide Surgical Excision of Nonpalpable Breast Tumours: A Health Technology Assessment.","year":2023,"lang":"en","type":"review","venue":"PubMed","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Medicine; Surgical excision; Mammography; Surgery; Medical physics; Breast cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04484523,0.001211948,0.003637203,0.02088444,0.0008846181,0.004692734,0.002633544,0.002794017,0.003256736],"category_scores_gemma":[0.1411904,0.0009790452,0.008736819,0.01906476,0.001566496,0.002544275,0.002416758,0.001795158,0.0003018562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04998101,"about_ca_system_score_gemma":0.07744826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.215045,"about_ca_topic_score_gemma":0.3845835,"domain_scores_codex":[0.9437197,0.01876988,0.01112473,0.001761909,0.02335515,0.001268696],"domain_scores_gemma":[0.8385694,0.07522111,0.04366511,0.002036496,0.03856936,0.001938458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001546529,0.0001504782,0.0185231,0.5729809,0.01351311,0.0001549749,0.0007514225,0.001567761,0.000409456,0.002872636,0.009516152,0.3780135],"study_design_scores_gemma":[0.002602668,0.00198334,0.077833,0.7845757,0.06747735,0.0006773227,0.0008722667,0.002078427,0.0006591222,0.002351084,0.05867425,0.0002155784],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004963333,0.9827631,0.000699802,0.004846376,0.000224163,0.001372761,0.002493771,0.00002124989,0.002615377],"genre_scores_gemma":[0.1264009,0.8495295,0.01162603,0.005307488,0.0004096673,0.003368101,0.002647415,0.00002271026,0.0006880738],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.215045,"threshold_uncertainty_score":0.4275867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338146928187336,"score_gpt":0.3578621240995044,"score_spread":0.3240474312807708,"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."}}