{"id":"W2524565138","doi":"10.1016/j.ijrobp.2016.06.029","title":"Ten-Year Results of the Breast Intensity Modulated Radiation Therapy (IMRT) Randomized Controlled Trial","year":2016,"lang":"en","type":"article","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 Calgary; Island Health; Health Sciences Centre; Sunnybrook Health Science Centre; BC Cancer Agency","funders":"","keywords":"Medicine; Cosmesis; Randomized controlled trial; Breast cancer; Radiation therapy; Breast pain; Internal medicine; Clinical endpoint; Univariate analysis; Surgery; Multivariate analysis; 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":[0.005792247,0.001943156,0.005280618,0.0004339296,0.0005965818,0.001564157,0.001281905,0.002590141,0.008063738],"category_scores_gemma":[0.00782876,0.0008736968,0.00459712,0.0005361916,0.001278325,0.001812877,0.0007983749,0.003915255,0.0009995901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132885,"about_ca_system_score_gemma":0.001176932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001347549,"about_ca_topic_score_gemma":0.001858348,"domain_scores_codex":[0.9960587,0.002740042,0.0002370541,0.0004640612,0.0001801207,0.0003200393],"domain_scores_gemma":[0.9958967,0.001908145,0.0009793651,0.0004837648,0.0002346902,0.000497429],"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":[0.9913601,0.0006204621,0.0005818239,0.000450734,0.00326875,0.00002292604,0.00001572195,0.0002721163,0.0003614872,0.00009328734,0.0004337025,0.002518905],"study_design_scores_gemma":[0.9752896,0.01304508,0.003582851,0.00008524467,0.006370585,0.00002474932,0.00002458952,0.0004600555,0.0002039324,0.000350446,0.0005404805,0.00002245877],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675645,0.01616097,0.001618778,0.002571822,0.001871765,0.002548118,0.003166948,0.0001687145,0.004328468],"genre_scores_gemma":[0.9849808,0.002985798,0.001156791,0.001858121,0.0006749743,0.002128182,0.002328658,0.00003976965,0.003846843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008063738,"threshold_uncertainty_score":0.03063267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074252311073596,"score_gpt":0.2860586787635887,"score_spread":0.2753161556528527,"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."}}