{"id":"W2000788862","doi":"10.1016/j.meddos.2007.03.002","title":"Short Communication: Conformal Therapy for Peri-Ventricular Brain Tumors: Is Target Volume Deformation an Issue?","year":2008,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Radiation therapy; Peri; Ventricular system; Brain tumor; Radiology; Nuclear medicine; Internal medicine; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004697467,0.0001968893,0.0003812857,0.0001282754,0.0002747287,0.00002282585,0.0002192295,0.0001959335,0.002863485],"category_scores_gemma":[0.0002211293,0.0001461572,0.0001826414,0.0002576776,0.0001656902,0.0002358674,0.00004314016,0.0002047467,0.0001248627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000838421,"about_ca_system_score_gemma":0.0001331608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005250077,"about_ca_topic_score_gemma":0.00000132664,"domain_scores_codex":[0.9981851,0.00006753692,0.0004446681,0.0002253847,0.0007508475,0.0003264867],"domain_scores_gemma":[0.99868,0.0001197689,0.000072889,0.0005340884,0.000128442,0.0004648258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006098506,0.005021452,0.5391024,0.0001813413,0.000587953,0.0006786825,0.003364095,0.000008262207,0.0002512924,0.0004899259,0.324818,0.1248868],"study_design_scores_gemma":[0.0116426,0.002488106,0.447581,0.000253356,0.0001406288,0.001702453,0.0006497102,0.01689767,0.03029414,0.0001084037,0.4876837,0.0005582924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818674,0.002704501,0.001042567,0.01259389,0.0001087069,0.0009639718,0.00003290372,0.0001066862,0.0005793661],"genre_scores_gemma":[0.9882442,0.0004033966,0.001805187,0.007961976,0.0002774153,0.0002004049,0.0008194073,0.00002594614,0.0002621108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1628657,"threshold_uncertainty_score":0.998048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072649683505457,"score_gpt":0.2992409051461586,"score_spread":0.2785144083111041,"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."}}