{"id":"W4411402043","doi":"10.1016/j.clon.2025.103895","title":"Tumour-Specific Growth Rate as a Potential Predictor of Outcomes in Oligoprogressive Disease Treated With Stereotactic Body Radiotherapy","year":2025,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; University of Toronto; Cancer Care Ontario; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Stereotactic radiotherapy; Oncology; Internal medicine; Radiation therapy; Radiosurgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002018002,0.0002168304,0.0006541337,0.00007781504,0.0000406412,0.000007711237,0.0001857218,0.0001998944,0.00002473827],"category_scores_gemma":[0.0002164459,0.0001577725,0.0001731982,0.0001504226,0.0004707504,0.000004917927,0.00009124911,0.0001527397,0.00000395274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008067669,"about_ca_system_score_gemma":0.0004244053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005635488,"about_ca_topic_score_gemma":0.00006131735,"domain_scores_codex":[0.998221,0.0003590298,0.0005701465,0.0005009376,0.00008928703,0.0002596353],"domain_scores_gemma":[0.9989727,0.0002164244,0.0002486701,0.0003091826,0.0001337734,0.000119244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008641993,0.001767791,0.9822559,0.00002437949,0.0009912228,0.0002384044,0.00002355695,0.000006167844,0.003029758,0.000179077,0.0005949602,0.002246836],"study_design_scores_gemma":[0.008557377,0.002175953,0.9845248,0.00004503422,0.0001706528,0.000007015834,0.00003554432,0.00001002935,0.002112754,0.0001534294,0.002063227,0.0001441597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947238,0.001836962,0.00007725273,0.002187517,0.0002677987,0.000411526,0.00003997998,0.00001557166,0.000439588],"genre_scores_gemma":[0.9974275,0.001183832,0.0001733732,0.0005548319,0.0001481763,0.0001254011,0.00005419327,0.00001901651,0.0003137082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002703664,"threshold_uncertainty_score":0.6433775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584920189884656,"score_gpt":0.3545876835286433,"score_spread":0.3387384816297967,"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."}}