{"id":"W4412678116","doi":"10.1016/j.clinimag.2025.110567","title":"Outcomes following pre-operative MRI-guided bracketing in breast cancer patients","year":2025,"lang":"en","type":"article","venue":"Clinical Imaging","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Women's College Hospital","funders":"","keywords":"Medicine; Bracketing (phenomenology); Breast cancer; Radiology; Breast MRI; Cancer; Mammography; Medical physics; General surgery; Internal medicine","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":[0.000503326,0.000168832,0.0003953447,0.0008007796,0.0005668174,0.0007302034,0.0003927374,0.0004059273,0.001405627],"category_scores_gemma":[0.003966774,0.0001248287,0.0005542908,0.0006141473,0.0003574883,0.0004936186,0.0006906356,0.0007225654,0.0002318517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007382474,"about_ca_system_score_gemma":0.0005433272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005985463,"about_ca_topic_score_gemma":0.008749205,"domain_scores_codex":[0.9995487,0.00009672834,0.00005139517,0.00004700883,0.00009867952,0.000157499],"domain_scores_gemma":[0.9974464,0.0005330772,0.001018383,0.00007341518,0.0002741496,0.0006545006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007457704,0.0001346862,0.9929681,0.00002723819,0.00004600543,0.0003231715,0.0001441244,0.00008095268,0.0001223074,0.00002429002,0.0001714649,0.005211739],"study_design_scores_gemma":[0.000009403931,0.0007138952,0.9974332,0.00002528625,0.00006265304,0.0006133218,0.0006277966,0.0001047367,0.0001260192,0.00006022474,0.0002120827,0.00001130925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979947,0.0007016406,0.00004101918,0.0001113151,0.00001696981,0.000008771758,0.0002066639,0.000002214399,0.0009166658],"genre_scores_gemma":[0.9990684,0.0002898339,0.0000273928,0.00003859399,0.00001692833,0.000007023369,0.0003347981,0.000001220519,0.0002158426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005985463,"threshold_uncertainty_score":0.01190126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576481925871914,"score_gpt":0.4022007614956251,"score_spread":0.386435942236906,"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."}}