{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002993117,0.002069322,0.001341018,0.001894719,0.002978021,0.00158325,0.001640466,0.008269357,0.003448524],"category_scores_gemma":[0.002469983,0.001007092,0.001478558,0.001458968,0.001716818,0.002328994,0.001442013,0.004481706,0.001494896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418362,"about_ca_system_score_gemma":0.0007707444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096829,"about_ca_topic_score_gemma":0.00299927,"domain_scores_codex":[0.9994443,0.00006096175,0.00005401632,0.0001595849,0.0001067367,0.0001744646],"domain_scores_gemma":[0.9987586,0.0003457183,0.0002865692,0.000148576,0.00007088872,0.000389733],"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":[0.00002114196,0.00003392112,0.0007712147,0.00002487639,0.000005782998,0.9969879,0.0001015002,0.00008369353,0.0005447161,0.0001783027,0.0001859785,0.001060968],"study_design_scores_gemma":[0.000005017675,0.0000345877,0.0005028881,0.000008610207,0.000005369745,0.9985508,0.00004329668,0.0001206597,0.0002805335,0.0001133934,0.0003294889,0.000005371748],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303329,0.01364407,0.01709125,0.01314699,0.001491071,0.0005264728,0.0007552516,0.0005593072,0.02245265],"genre_scores_gemma":[0.9866941,0.00224032,0.004499197,0.001683929,0.00163962,0.0000604514,0.0001096307,0.00004541907,0.003027208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008269357,"threshold_uncertainty_score":0.01153642,"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."}}