{"id":"W2043570889","doi":"10.1016/s0140-6736(14)60826-6","title":"Radiotherapy for breast cancer, the TARGIT-A trial","year":2014,"lang":"en","type":"letter","venue":"The Lancet","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Radiation therapy; External beam radiotherapy; Breast cancer; Cancer; Intraoperative radiotherapy; Radiology; Surgery; Internal medicine; Brachytherapy","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":[0.0002147501,0.0003112569,0.0004888165,0.00001241182,0.0002370206,0.00004931805,0.0007881981,0.0003191126,0.00004469819],"category_scores_gemma":[0.00001794038,0.0001546268,0.0002430362,0.00004099742,0.000200335,0.000001141658,0.00007098426,0.0003494093,0.000004920651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004452758,"about_ca_system_score_gemma":0.00008309557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330009,"about_ca_topic_score_gemma":0.00008285206,"domain_scores_codex":[0.9987391,0.0001323375,0.0001675509,0.0003753129,0.0001546762,0.000431084],"domain_scores_gemma":[0.9986442,0.0001038908,0.0001719981,0.0009978607,0.00006533186,0.00001676146],"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":[0.006001114,0.00001099767,0.00004149062,0.00003309071,0.0006645719,0.000001141555,0.00003444008,0.000006163185,0.0001363373,0.00001578042,0.9899246,0.003130338],"study_design_scores_gemma":[0.01627765,0.000118534,0.0003502065,0.00002150548,0.0001453623,0.00002699597,0.000005018828,0.000004681806,0.0002030224,0.0001251862,0.9825125,0.0002093579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005964118,0.003252986,0.0002042275,0.9914794,0.001158603,0.0009841346,0.001995435,0.00002234884,0.0003064695],"genre_scores_gemma":[0.00233312,0.002476466,0.00009742028,0.8735178,0.117447,0.001449577,0.0005576958,0.00008570866,0.002035227],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1179616,"threshold_uncertainty_score":0.6305497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280601919781211,"score_gpt":0.2973105616416808,"score_spread":0.2692503696635597,"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."}}