{"id":"W2049977018","doi":"10.1016/j.ijrobp.2004.07.251","title":"Sequential tomotherapy for boost treatment for breast conservation therapy","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Tomotherapy; Medicine; Nuclear medicine; Radiation treatment planning; Radiation therapy; Collimator; Breast cancer; Radiology; Medical physics; Cancer; 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":[0.0001173392,0.0003307185,0.0002738428,0.0004864673,0.0002621846,0.000230854,0.0003473912,0.0001586256,0.009608263],"category_scores_gemma":[0.0003517341,0.0002471956,0.000328567,0.0005538598,0.0001484852,0.0002377928,0.0002913125,0.0003370897,0.000826114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083031,"about_ca_system_score_gemma":0.0004675156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495697,"about_ca_topic_score_gemma":0.003941474,"domain_scores_codex":[0.9999447,0.000008425321,0.000005136066,0.00001228949,0.00002032553,0.000009133657],"domain_scores_gemma":[0.999929,0.00002483016,0.00001316416,0.00001571443,0.00000889464,0.000008441499],"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":[0.006633506,0.0007742838,0.01348443,0.001265207,0.0004080915,0.0005523658,0.0002829915,0.03161187,0.3640386,0.003199268,0.01020261,0.5675468],"study_design_scores_gemma":[0.003267999,0.01333496,0.1901798,0.0003173944,0.003215698,0.02046774,0.0002817945,0.191806,0.4273814,0.01176419,0.1378208,0.0001623255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7211396,0.01403784,0.2020289,0.001173742,0.000712194,0.0009961723,0.002285365,0.003482012,0.05414421],"genre_scores_gemma":[0.9250104,0.003045111,0.06343307,0.0002452047,0.0001073911,0.0002632695,0.0008094336,0.0004926751,0.006593386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009608263,"threshold_uncertainty_score":0.03214288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778118271183764,"score_gpt":0.3613659173258859,"score_spread":0.3335847346140483,"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."}}