{"id":"W2728753419","doi":"10.1007/s10147-017-1155-5","title":"Brachytherapy in the treatment of breast cancer","year":2017,"lang":"en","type":"review","venue":"International Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; London Health Sciences Centre; Lawson Health Research Institute","funders":"","keywords":"Brachytherapy; Medicine; Breast cancer; Prostate cancer; Radiation therapy; Endometrial cancer; Cancer; Surgical oncology; Cervical cancer; Medical physics; Oncology; Radiology; Internal medicine","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":[0.0007060111,0.000215289,0.001697403,0.00009372168,0.00002349654,0.00001331438,0.0009335157,0.0003611206,0.00003496477],"category_scores_gemma":[0.0001738424,0.0001148166,0.001131917,0.00003137128,0.0002388801,0.000005041001,0.00005101385,0.0002290418,0.000003065226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659317,"about_ca_system_score_gemma":0.00127755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000892693,"about_ca_topic_score_gemma":0.0002924118,"domain_scores_codex":[0.9973199,0.0004603959,0.00163853,0.0001989918,0.0002577624,0.0001243706],"domain_scores_gemma":[0.9958517,0.0005127449,0.002941484,0.0002798056,0.0003695232,0.00004473891],"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":[0.0004697517,0.001312547,0.002425776,0.00004948768,0.002331783,0.000124556,0.00005146957,0.000001583349,6.2801e-7,0.00001905196,0.0006871586,0.9925262],"study_design_scores_gemma":[0.002061558,0.001392111,0.008695294,0.0007826574,0.000430123,0.00060797,0.00001516274,1.687174e-7,0.00000153969,0.00003462759,0.9858931,0.00008563399],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008819172,0.993813,0.000005556074,0.001914753,0.002569963,0.0001741957,0.000179413,7.109711e-7,0.0004605336],"genre_scores_gemma":[0.002443976,0.9933102,0.00007971439,0.0001930241,0.003803887,0.00003906861,0.00002787561,0.00001581698,0.00008647091],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9924406,"threshold_uncertainty_score":0.4682085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2763663944616367,"score_gpt":0.5979481453019571,"score_spread":0.3215817508403203,"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."}}