{"id":"W4417041541","doi":"10.3390/radiation5040038","title":"Quality-of-Life Comparison of Three Different Breath-Hold Techniques for Left-Sided Breast Radiation","year":2025,"lang":"en","type":"article","venue":"Radiation","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Quality of life (healthcare); Breast cancer; Radiation therapy; Breathing; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001150928,0.0001280457,0.0002947065,0.00007342596,0.00005027244,0.00000621245,0.00008696684,0.0001114199,0.000003932127],"category_scores_gemma":[0.0001152351,0.0001200162,0.0001139727,0.00006777237,0.00004467506,0.00000517184,0.00003340564,0.00003054516,3.723528e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005073232,"about_ca_system_score_gemma":0.0000652673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125499,"about_ca_topic_score_gemma":0.0001745351,"domain_scores_codex":[0.9991445,0.00004420395,0.0003867891,0.0002074634,0.000101866,0.0001151774],"domain_scores_gemma":[0.9992885,0.00007239483,0.0002718205,0.0002264515,0.0001155196,0.00002529485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005714999,0.0003408209,0.7198027,0.0001962433,0.0003775186,2.603338e-8,0.0001714474,0.0000546027,0.1545782,0.002069206,0.002503665,0.1193341],"study_design_scores_gemma":[0.0009417715,0.00009954817,0.6688234,0.00003096924,0.0000562656,3.741695e-7,0.00004487787,0.0001769825,0.3285886,0.0003753505,0.0007660791,0.00009580443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664716,0.00220894,0.0291345,0.000713078,0.0001729366,0.0006235348,0.0002455933,0.00002806091,0.0004017244],"genre_scores_gemma":[0.9986729,0.0001305682,0.0004623288,0.0000600193,0.0001029045,0.00006420617,0.0004520253,0.0000103746,0.0000446615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1740104,"threshold_uncertainty_score":0.4894119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412468812250701,"score_gpt":0.3370558715912131,"score_spread":0.3129311834687061,"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."}}