{"id":"W2919008715","doi":"10.1158/1538-7445.sabcs18-gs4-03","title":"Abstract GS4-03: RAPID: A randomized trial of accelerated partial breast irradiation using 3-dimensional conformal radiotherapy (3D-CRT)","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary; Okanagan University College; University of British Columbia; University of Manitoba; Western University","funders":"","keywords":"Medicine; Lumpectomy; Cosmesis; Breast-conserving surgery; Breast cancer; Radiation therapy; Mastectomy; Ductal carcinoma; Urology; Cancer; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002811058,0.003266334,0.004312794,0.000845206,0.0004366383,0.001559159,0.001923859,0.002090177,0.01942721],"category_scores_gemma":[0.001888312,0.0009356952,0.002192668,0.0007333534,0.002118293,0.00147007,0.000770726,0.00309695,0.00210256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144059,"about_ca_system_score_gemma":0.001710152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209273,"about_ca_topic_score_gemma":0.001713054,"domain_scores_codex":[0.9988469,0.0006835682,0.00006652954,0.0001767941,0.00007296479,0.0001531294],"domain_scores_gemma":[0.9990245,0.0002404524,0.0002391263,0.000104476,0.00006260827,0.0003288003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9910395,0.002326864,0.0001400567,0.0003817158,0.0003828407,0.00001594523,0.00001246712,0.0002337693,0.0008428876,0.0001268632,0.0006369015,0.003860073],"study_design_scores_gemma":[0.9640923,0.03446954,0.0003452406,0.00002038671,0.0002081164,0.00001078012,0.000009631615,0.0002149918,0.0001234921,0.0001559227,0.0003402355,0.000009316675],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734825,0.005419168,0.0007123046,0.001530782,0.001431861,0.009269008,0.003328579,0.0005077648,0.004317897],"genre_scores_gemma":[0.9638366,0.00243463,0.002489008,0.002173922,0.001100829,0.01465065,0.002520482,0.00007633609,0.01071759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01942721,"threshold_uncertainty_score":0.06499052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05601628954700869,"score_gpt":0.3857384227969081,"score_spread":0.3297221332498994,"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."}}