{"id":"W4313260748","doi":"10.3390/curroncol30010032","title":"Optimizing Adjuvant Treatment Recommendations for Older Women with Biologically Favorable Breast Cancer: Short-Course Radiation or Long-Course Endocrine Therapy?","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Endocrine system; Radiation therapy; Breast cancer; Adjuvant; Oncology; Internal medicine; Hormone therapy; Cancer; Hormone","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":[0.001110932,0.0004905232,0.001342604,0.001127115,0.0001668224,0.0007387879,0.000950226,0.001062332,0.001946483],"category_scores_gemma":[0.002708082,0.0001593623,0.0007305528,0.001123704,0.0003206322,0.001121649,0.0003344631,0.001474409,0.000702339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006335136,"about_ca_system_score_gemma":0.001580014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570085,"about_ca_topic_score_gemma":0.00372719,"domain_scores_codex":[0.9996859,0.0001260602,0.00006890057,0.00003345023,0.00006775252,0.00001794503],"domain_scores_gemma":[0.9992125,0.0004463524,0.0001423425,0.00001238142,0.0001578587,0.00002854438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001229757,0.00005683254,0.0004342373,0.03161616,0.0002092984,0.0001201241,0.00006557888,0.0002985992,0.0003591969,0.00217511,0.03733094,0.927211],"study_design_scores_gemma":[0.0002029415,0.000235443,0.004333873,0.07710828,0.001317814,0.001905525,0.0003047051,0.0002563839,0.0003963139,0.00514314,0.908743,0.00005260924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001308805,0.9978732,0.0001061263,0.001346066,0.0001827239,0.000006561405,0.00002076506,0.000003568055,0.000330135],"genre_scores_gemma":[0.0009799981,0.9975145,0.0003582808,0.0007346348,0.0001887153,0.00001315014,0.00003576812,0.000001301628,0.0001736058],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001946483,"threshold_uncertainty_score":0.006511629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442827191211777,"score_gpt":0.4445381441031133,"score_spread":0.3002554249819357,"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."}}