{"id":"W4379800255","doi":"10.3389/fonc.2023.1171444","title":"Case report: Ultrahypofractionated palliative breast radiotherapy for a fungating invasive mammary carcinoma","year":2023,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Radiation therapy; Toxicity; Breast cancer; Chemotherapy; Breast carcinoma; Oncology; Palliative care; Acute toxicity; Mammary carcinoma; Internal medicine; Cancer; Carcinoma","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":[],"consensus_categories":[],"category_scores_codex":[0.0004490506,0.0001648324,0.0004948603,0.0002951552,0.0001011271,0.000008901606,0.00005552138,0.0001667131,0.00003279197],"category_scores_gemma":[0.0003130687,0.00014838,0.0001303604,0.0004510783,0.00006942971,0.00006850109,0.00002013734,0.0001942048,0.000005071223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007801846,"about_ca_system_score_gemma":0.0004553447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001766567,"about_ca_topic_score_gemma":0.00009570971,"domain_scores_codex":[0.9986418,0.00013428,0.000376911,0.0003850656,0.0001118684,0.0003500483],"domain_scores_gemma":[0.9987847,0.0005481802,0.0001942242,0.0002467454,0.0001079386,0.00011822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001360762,0.0005628272,0.2354871,0.0001596508,0.0009636097,0.5141987,0.002186403,0.00009740927,0.0005792637,0.0002266414,0.09607085,0.1481068],"study_design_scores_gemma":[0.03864934,0.006062053,0.3277056,0.0002075201,0.0007433309,0.5043283,0.01549818,0.01767341,0.001539598,0.003937563,0.08272231,0.0009328286],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523349,0.001340959,0.02718108,0.01225673,0.002670855,0.002744859,0.0002408386,0.0002194741,0.001010297],"genre_scores_gemma":[0.8540676,0.0003114107,0.140844,0.001189241,0.0003662804,0.000781426,0.0007210026,0.00005599218,0.001663059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147174,"threshold_uncertainty_score":0.6050761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03690291667747715,"score_gpt":0.3340435088075608,"score_spread":0.2971405921300837,"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."}}