{"id":"W2031654328","doi":"10.1016/j.breast.2010.03.007","title":"What are the minimal standards of radiotherapy planning and dosimetry for “hypofractionated” radiotherapy in breast cancer?","year":2010,"lang":"en","type":"review","venue":"The Breast","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Breast cancer; Radiation treatment planning; Medical physics; Dosimetry; Oncology; Cancer; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007882508,0.0006877558,0.002884975,0.001393272,0.0004666501,0.001904924,0.003314574,0.00270504,0.001452355],"category_scores_gemma":[0.009489715,0.0005610291,0.0007445748,0.001546646,0.002617184,0.003650896,0.0008278279,0.003924344,0.001775217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001987895,"about_ca_system_score_gemma":0.004187484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002591561,"about_ca_topic_score_gemma":0.003563323,"domain_scores_codex":[0.9973692,0.0009036531,0.0004843147,0.000198279,0.0009467313,0.0000978608],"domain_scores_gemma":[0.9937922,0.003832842,0.0008730591,0.0002626767,0.001064528,0.0001746759],"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":[0.0001153978,0.00007803712,0.0004571572,0.01461791,0.0001011705,0.000170709,0.0001927264,0.001069992,0.002500189,0.02475887,0.02028497,0.9356529],"study_design_scores_gemma":[0.00005765315,0.0002394068,0.002829587,0.01403772,0.0002375148,0.002627068,0.0004643736,0.0003966139,0.002716139,0.02926463,0.9470292,0.00009998414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003721593,0.9865117,0.003392314,0.00666847,0.0006674915,0.00001622194,0.00004549312,0.00002823832,0.002297917],"genre_scores_gemma":[0.003791911,0.983409,0.009730166,0.001510744,0.0007293881,0.00005957036,0.00009049777,0.00002164676,0.0006571217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007882508,"threshold_uncertainty_score":0.04168719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989491424479301,"score_gpt":0.3489136413389127,"score_spread":0.3290187270941197,"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."}}