{"id":"W4403208177","doi":"10.1200/jco.24.00600","title":"OPAR: A Randomized Trial of Partial Breast Irradiation in Five Fractions Once Daily for Early Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Regional Hospital; Sunnybrook Health Science Centre; Université de Montréal; Centre hospitalier universitaire de Québec; Cégep de Lévis; University of Toronto; Western University; Hôpital Maisonneuve-Rosemont; Centre Hospitalier Universitaire de Sherbrooke; University of British Columbia; BC Cancer Agency; McMaster University; Université Laval; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cosmesis; Lumpectomy; Breast cancer; Ductal carcinoma; Randomized controlled trial; Adverse effect; Cancer; Nuclear medicine; Surgery; Urology; Mastectomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978602,0.001311956,0.002544448,0.0005069326,0.0004308256,0.0009292677,0.0009336785,0.001168749,0.00966876],"category_scores_gemma":[0.001824208,0.0005061735,0.001426947,0.0004234675,0.001062943,0.001036492,0.0005409383,0.003434252,0.001173202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000442099,"about_ca_system_score_gemma":0.001161541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004668222,"about_ca_topic_score_gemma":0.001026683,"domain_scores_codex":[0.999042,0.0006383975,0.00004422808,0.0001221225,0.0000660938,0.00008714238],"domain_scores_gemma":[0.9990476,0.0003227358,0.0002412424,0.00008485858,0.0000447562,0.0002587924],"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":[0.9625019,0.008119293,0.0003136485,0.00082551,0.0005191125,0.00003210801,0.00004536721,0.0003842163,0.001480134,0.0002231135,0.0007609859,0.02479474],"study_design_scores_gemma":[0.9358322,0.0622208,0.0006486701,0.00002995155,0.0002080561,0.00003126837,0.00001527876,0.0002307377,0.0001644174,0.0001226451,0.0004879986,0.000007950134],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813218,0.006307886,0.001086629,0.0008626555,0.0007848488,0.005661451,0.0008150371,0.0002701185,0.002889709],"genre_scores_gemma":[0.9777151,0.003723315,0.002534195,0.001514153,0.0005224203,0.008145021,0.0008839041,0.00003976914,0.004922185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00966876,"threshold_uncertainty_score":0.03234524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04977290213872879,"score_gpt":0.4472107745239704,"score_spread":0.3974378723852416,"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."}}