{"id":"W2095393896","doi":"10.1016/j.semradonc.2008.04.008","title":"Clinical Experience Using Hypofractionated Radiation Schedules in Breast Cancer","year":2008,"lang":"en","type":"article","venue":"Seminars in Radiation Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Breast cancer; Brachytherapy; Randomized controlled trial; Radiation therapy; Cohort; Medical physics; Radiology; Oncology; Nuclear medicine; Cancer; Surgery; 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":[0.003224698,0.0005285736,0.0005189696,0.00041739,0.0008508061,0.0004488225,0.0007609842,0.0005683288,0.004997127],"category_scores_gemma":[0.0042383,0.0002659226,0.0004530689,0.0007297262,0.0006009163,0.0004268753,0.0006428861,0.0007035304,0.00104329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005373304,"about_ca_system_score_gemma":0.0004632571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221476,"about_ca_topic_score_gemma":0.001712051,"domain_scores_codex":[0.9986658,0.0008450904,0.00008383999,0.0001638126,0.0001289193,0.0001124965],"domain_scores_gemma":[0.9984317,0.000845207,0.0001180442,0.0001627184,0.0001417613,0.0003004818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02021497,0.0132962,0.1846467,0.001769963,0.0005688738,0.008887607,0.02162286,0.009914368,0.1261867,0.001787913,0.007053428,0.6040505],"study_design_scores_gemma":[0.00312611,0.1536385,0.4389507,0.0005217753,0.001109278,0.059852,0.005014595,0.003008785,0.07513771,0.001795312,0.2575726,0.0002727091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9705512,0.01635864,0.003485181,0.0005783386,0.0001392421,0.0001920356,0.0001889763,0.00005825203,0.008448175],"genre_scores_gemma":[0.9697547,0.01572936,0.004606572,0.0006306294,0.0003954314,0.0001688497,0.0005565399,0.0001361767,0.008021794],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004997127,"threshold_uncertainty_score":0.01705402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03337314511626171,"score_gpt":0.3906259717083001,"score_spread":0.3572528265920384,"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."}}