{"id":"W4283687904","doi":"10.1016/j.ijrobp.2022.04.011","title":"A Favorable Entity Warranting the Right Therapy","year":2022,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Axillary Lymph Node Dissection; Breast cancer; Lymph node; Axillary lymph nodes; Dissection (medical); Metastasis; Distant metastasis; Oncology; General surgery; Radiology; Internal medicine; Cancer","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":[0.001646601,0.0006316283,0.00117516,0.0008390985,0.004039497,0.002701849,0.001217154,0.04534606,0.007541196],"category_scores_gemma":[0.01179653,0.0006167737,0.001476562,0.0006045722,0.003163198,0.003126502,0.001614156,0.03245736,0.002981401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002935491,"about_ca_system_score_gemma":0.004088075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685765,"about_ca_topic_score_gemma":0.005837663,"domain_scores_codex":[0.9983326,0.0004000408,0.0001723375,0.0002159495,0.0004371439,0.0004420647],"domain_scores_gemma":[0.9973083,0.001242916,0.0002115699,0.0001655678,0.0002548061,0.0008168287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003538742,0.0002161201,0.00635809,0.0001965002,0.00007513224,0.4368306,0.0005057373,0.0006991074,0.001600252,0.04876266,0.4885007,0.01590134],"study_design_scores_gemma":[0.0002209998,0.0002227816,0.003368269,0.000535432,0.0001196279,0.1721905,0.001418061,0.002182198,0.0009772315,0.09325622,0.7254046,0.0001039815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007818439,0.00295232,0.0009795909,0.93299,0.02458232,0.00006663404,0.00007802896,0.00004194324,0.03049075],"genre_scores_gemma":[0.1137554,0.005077133,0.002900105,0.7258174,0.1193691,0.0001220529,0.0001570415,0.00006647236,0.03273541],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04534606,"threshold_uncertainty_score":0.02522784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606407330491465,"score_gpt":0.3016623066879164,"score_spread":0.2855982333830018,"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."}}