{"id":"W2038899360","doi":"10.1088/0031-9155/53/24/015","title":"Mathematical modeling of liver metastases tumour growth and control with radiotherapy","year":2008,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Health Sciences Centre; Sunnybrook Health Science Centre; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiation therapy; Repopulation; Population; Medicine; Oncology; Nuclear medicine; Biology; Internal medicine; Stem cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004157832,0.000616561,0.0006026053,0.0003701586,0.0002631605,0.0007463056,0.001116779,0.001175505,0.001166494],"category_scores_gemma":[0.001168823,0.0004041032,0.0009541706,0.0003680864,0.0006843634,0.0007203189,0.0006721539,0.00071837,0.000333821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406269,"about_ca_system_score_gemma":0.0008477669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009891747,"about_ca_topic_score_gemma":0.003137078,"domain_scores_codex":[0.9997991,0.00004556064,0.00001183031,0.00004495055,0.00006791383,0.00003073675],"domain_scores_gemma":[0.9996029,0.000201171,0.00009342458,0.00001824785,0.00006347308,0.00002082321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001127781,0.00000714035,0.0002279857,0.0000297951,0.000006643033,0.00004784781,0.00003094848,0.9853173,0.00354995,0.009481071,0.0001120281,0.001178011],"study_design_scores_gemma":[0.000004849878,0.00001103467,0.0001290806,0.000002861218,0.000003796503,0.00002321908,0.000004194618,0.9974437,0.0003451253,0.001582983,0.0004441605,0.000004969485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.136054,0.001550038,0.8404763,0.00131643,0.0001073363,0.0001263319,0.0006136823,0.000352075,0.01940372],"genre_scores_gemma":[0.9345431,0.001561418,0.038034,0.000180457,0.0000623579,0.000423852,0.0002733922,0.0001062099,0.02481518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009891747,"threshold_uncertainty_score":0.01966834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994103381533618,"score_gpt":0.3638323893150064,"score_spread":0.1644220511616446,"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."}}