{"id":"W4408142471","doi":"10.2196/54625","title":"Predicting Overall Survival in Patients with Male Breast Cancer: Nomogram Development and External Validation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Male Breast Health Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nomogram; Breast cancer; Oncology; Medicine; Overall survival; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01517677,0.0009292206,0.0006707892,0.001690773,0.0004226025,0.0008252516,0.0007535442,0.0004977111,0.0009181044],"category_scores_gemma":[0.0204968,0.0001952939,0.00109869,0.0007696772,0.0005530055,0.0006299426,0.001221587,0.0006593842,0.0003320489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005436919,"about_ca_system_score_gemma":0.00106786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001061821,"about_ca_topic_score_gemma":0.001035506,"domain_scores_codex":[0.9968017,0.001988114,0.0002309487,0.0004035543,0.0004310994,0.000144512],"domain_scores_gemma":[0.9860932,0.006988597,0.001646918,0.001972034,0.002627294,0.0006720393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001072421,0.0003015038,0.972945,0.00005892548,0.0003102273,0.00009695131,0.0001747028,0.003228253,0.0003349591,0.00009400312,0.0006482536,0.02073491],"study_design_scores_gemma":[0.0005791097,0.003361481,0.8587234,0.0001162873,0.001058381,0.001083146,0.0004551767,0.1275428,0.002861524,0.0003818632,0.003772174,0.00006467423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925824,0.0002439349,0.00551116,0.00005313487,0.00002996363,0.000270637,0.0006120604,0.00006285166,0.0006338381],"genre_scores_gemma":[0.9945245,0.0001108539,0.003331737,0.00002712398,0.0000253747,0.0002022497,0.00166422,0.000010405,0.0001035387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517677,"threshold_uncertainty_score":0.08026344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266280983628047,"score_gpt":0.3155021643136467,"score_spread":0.3028393544773662,"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."}}