{"id":"W2162806480","doi":"10.1016/j.ijrobp.2006.10.017","title":"α/β ratio: A dose range dependence study","year":2007,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Effects of Radiation Exposure","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Carleton University","funders":"","keywords":"Monte Carlo method; Goodness of fit; BETA (programming language); Statistics; Nuclear medicine; Medicine; Mathematics","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":[0.002358129,0.0002529246,0.0005908957,0.0003597079,0.00009381468,0.00003808522,0.0004889371,0.0002848247,0.0001261224],"category_scores_gemma":[0.001170395,0.0002243682,0.0002721656,0.0002997367,0.0001465674,0.0004764131,0.00006492284,0.0007326822,0.00009321214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008749816,"about_ca_system_score_gemma":0.0006552683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002357916,"about_ca_topic_score_gemma":0.00002463391,"domain_scores_codex":[0.9973072,0.0002983486,0.001127824,0.0002953378,0.0006461808,0.000325066],"domain_scores_gemma":[0.9958165,0.0009230496,0.001325866,0.0002499871,0.001430348,0.0002543078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001346923,0.001717207,0.8334008,0.000008749137,0.000836242,0.0004455641,0.001318503,0.0002800939,0.007231642,0.004251105,0.00141305,0.14775],"study_design_scores_gemma":[0.03124374,0.01002911,0.9056266,0.00009369038,0.0005659155,0.001576822,0.000992092,0.001863823,0.006222097,0.004720512,0.03651886,0.0005467497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524447,0.0005253723,0.03794532,0.003079268,0.003699121,0.0007042559,0.00001906244,0.00007939881,0.001503501],"genre_scores_gemma":[0.9906304,0.0001392062,0.003413689,0.001592414,0.004011825,0.00001108199,0.00003731995,0.00003770192,0.0001262885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472033,"threshold_uncertainty_score":0.9149469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208772472607562,"score_gpt":0.3608713205612776,"score_spread":0.3399940733005214,"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."}}