{"id":"W6949473618","doi":"10.5281/zenodo.15070778","title":"Radiobiology Video Series. Chapter 06. Radiobiology of Combining Radiotherapy with Other Cancer Treatment Modalities","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Radiobiology; Radiation therapy; Context (archaeology); Brachytherapy; Radiation treatment planning; Cancer treatment; Cancer; Ionizing radiation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003459212,0.001103462,0.0005489693,0.001124795,0.0005150968,0.001641324,0.0009234419,0.001218788,0.3129769],"category_scores_gemma":[0.0004755344,0.0003549632,0.0005564038,0.0008193791,0.0003183788,0.001195958,0.0008351675,0.001930992,0.1522635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007067157,"about_ca_system_score_gemma":0.0007180459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001419286,"about_ca_topic_score_gemma":0.00248522,"domain_scores_codex":[0.9998237,0.00001653165,0.000006405412,0.00002525877,0.0001113732,0.00001669602],"domain_scores_gemma":[0.9997565,0.00005316906,0.00001759386,0.00001528131,0.00008615101,0.00007118832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005545897,0.00005790981,0.00008843904,0.0007763948,0.000005914213,0.0001849465,0.00004017981,0.0002747914,0.004982723,0.003021592,0.774114,0.2163977],"study_design_scores_gemma":[0.000005412475,0.0000307713,0.0002406997,0.000137915,0.000002552126,0.0005121646,0.00001165371,0.0000665663,0.0006221717,0.0006417254,0.9977236,0.000004734876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00182069,0.1162703,0.01050452,0.006396115,0.04905739,0.0006522428,0.004739819,0.001959618,0.8085991],"genre_scores_gemma":[0.00554573,0.07216074,0.006705853,0.002933967,0.01418511,0.0003005538,0.003821131,0.0006581599,0.8936889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3129769,"threshold_uncertainty_score":0.9799551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415136195867864,"score_gpt":0.25498633313547,"score_spread":0.2408349711767913,"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."}}