{"id":"W4399126052","doi":"10.14740/jocmr5169","title":"Male Breast Cancer: Imaging Considerations for Diagnosis and Surveillance","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Male Breast Health Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Breast cancer; Male breast cancer; Mammography; Medical physics; Oncology; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01169122,0.0001072667,0.0008028329,0.0003530282,0.0001662884,0.00003050575,0.00007105362,0.00006964759,0.0006110782],"category_scores_gemma":[0.01551108,0.00006738007,0.0001352033,0.0002991658,0.0007313412,0.00009218589,0.00005930506,0.001088488,0.000005240965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007534534,"about_ca_system_score_gemma":0.001082537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261196,"about_ca_topic_score_gemma":0.00005370051,"domain_scores_codex":[0.9968656,0.0003332597,0.001364947,0.0002425985,0.0008213505,0.0003723004],"domain_scores_gemma":[0.9766154,0.02063952,0.0001684383,0.000155082,0.001895469,0.0005260327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003738056,0.00008234656,0.6960592,0.00100778,0.000124305,0.0003521958,0.0001421556,4.201661e-7,0.00001962531,0.0003974726,0.2049528,0.09648793],"study_design_scores_gemma":[0.003703351,0.001488261,0.8684322,0.004351568,0.0001339507,0.00867494,0.0005031825,0.001263257,0.000009974169,0.002600602,0.1087421,0.00009655779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1814725,0.05756909,0.0001397367,0.7574931,0.001417402,0.0006973627,0.00005997471,0.00002051284,0.00113028],"genre_scores_gemma":[0.9536107,0.03689323,0.0008104387,0.00118056,0.006790568,0.00006761554,0.000001049733,0.00002345173,0.0006224263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7721382,"threshold_uncertainty_score":0.9927817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3425426543212031,"score_gpt":0.6125192554263146,"score_spread":0.2699766011051115,"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."}}