{"id":"W4404237580","doi":"10.1093/neuonc/noae165.0324","title":"RADT-40. EVALUATION OF SMALLER CLINICAL TARGET VOLUMES AND PATTERNS OF PROGRESSION IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA TO INFORM FUTURE DIRECTIONS IN RADIATION TREATMENT PLANNING","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; Trillium Health Centre","funders":"","keywords":"Glioblastoma; Radiation treatment planning; Medicine; Radiation therapy; Radiation oncology; Medical physics; Oncology; Internal medicine; Cancer research","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":[],"consensus_categories":[],"category_scores_codex":[0.0004285521,0.0001845296,0.0002675468,0.0006009787,0.0001489002,0.0003175146,0.0002338601,0.0001792333,0.001499209],"category_scores_gemma":[0.0006702534,0.00009494377,0.0001874402,0.0004185076,0.0001565863,0.0002275036,0.0001769699,0.0001443603,0.0003199851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389189,"about_ca_system_score_gemma":0.0003134712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279393,"about_ca_topic_score_gemma":0.0073202,"domain_scores_codex":[0.9998866,0.00002668754,0.00001833405,0.00002547004,0.00002227916,0.00002054515],"domain_scores_gemma":[0.9996638,0.00004467644,0.0001612321,0.00001286821,0.00004509972,0.00007233467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000299299,0.00001748078,0.9893095,0.00002609265,0.00001171086,0.0004589215,0.00004242786,0.0002130622,0.001788669,0.00002296361,0.0002157202,0.0075941],"study_design_scores_gemma":[0.00001618383,0.0003026911,0.9941729,0.000009826947,0.0000192808,0.002548215,0.0001010727,0.0007424888,0.001347605,0.00006001747,0.000674912,0.000004760964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977502,0.0004914344,0.0003219781,0.0000437536,0.000003768138,0.00002272095,0.0004888824,0.00001725233,0.0008599539],"genre_scores_gemma":[0.998296,0.000146049,0.0007513627,0.00001908061,0.000003758155,0.00002485185,0.0004590893,0.000005293741,0.0002945189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00279393,"threshold_uncertainty_score":0.005555272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02746513382963865,"score_gpt":0.3628126316926363,"score_spread":0.3353474978629977,"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."}}