{"id":"W2323353439","doi":"10.1097/01.cdr.0000364888.14613.21","title":"Breast-Specific Gamma Imaging","year":2009,"lang":"en","type":"article","venue":"Contemporary Diagnostic Radiology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Medicine; Breast cancer; Family history; Cancer; Lung cancer; Disease; Gynecology; Family medicine; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001128906,0.0002732032,0.0003110518,0.00006396943,0.0001152423,0.00001839212,0.0002408299,0.0001112917,0.0000346599],"category_scores_gemma":[0.0001469227,0.0002545676,0.0001206879,0.00008831413,0.0001993402,0.000008389464,0.00006376582,0.00009901374,0.00006432724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003147847,"about_ca_system_score_gemma":0.00008855136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001825,"about_ca_topic_score_gemma":0.000002868156,"domain_scores_codex":[0.9985864,0.0001140621,0.0002802894,0.0005628732,0.00008462026,0.0003717629],"domain_scores_gemma":[0.9990535,0.000187757,0.00009873738,0.0004721505,0.00007136408,0.0001164429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006243113,0.000454237,0.3875338,0.00001348306,0.0002772374,0.0006482675,0.0002152356,0.00003370017,0.02433486,0.002143712,0.4613152,0.1224059],"study_design_scores_gemma":[0.002765131,0.0004020028,0.8450103,0.00004308335,0.00003420184,0.003225239,0.0001317158,0.00001145315,0.003983996,0.001157511,0.1426066,0.00062876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8205875,0.1241795,0.003728398,0.01699357,0.001883622,0.001018955,0.0002522551,0.0002451175,0.03111108],"genre_scores_gemma":[0.9959374,0.0009358878,0.000194665,0.001623017,0.0008050203,0.00004864336,0.0002846718,0.00002350952,0.0001471714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574765,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108107248367789,"score_gpt":0.2368257298218298,"score_spread":0.2260150049850509,"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."}}