{"id":"W1965737737","doi":"10.1016/j.meddos.2003.10.004","title":"Escalated median dose for pituitary macroadenomas using intensity-modulated radiation therapy","year":2004,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research; Alberta Cancer Foundation","funders":"","keywords":"Medicine; Nuclear medicine; Radiation therapy; Magnetic resonance imaging; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003104614,0.0002473027,0.0004871435,0.0002516749,0.0001324095,0.00002220244,0.0001137845,0.0003484001,0.0003645139],"category_scores_gemma":[0.0004481613,0.0001885026,0.0002095922,0.0004898083,0.00012593,0.00007708231,0.0000341306,0.0002603055,0.00004508373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002936524,"about_ca_system_score_gemma":0.00024816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003095968,"about_ca_topic_score_gemma":0.000008889147,"domain_scores_codex":[0.9980753,0.00003380259,0.000408198,0.0003976573,0.0006561714,0.0004288483],"domain_scores_gemma":[0.9987676,0.0001260192,0.00008891171,0.0003031947,0.0001192838,0.0005950471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003213686,0.008409226,0.1773585,0.0002859939,0.002827985,0.003840645,0.001431258,0.0002352377,0.110728,0.0004397464,0.004392854,0.6868368],"study_design_scores_gemma":[0.06158789,0.002649027,0.6227406,0.0009119446,0.0008161797,0.0009805838,0.0001628137,0.01739823,0.2841077,0.002349651,0.005379038,0.000916333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988595,0.002098468,0.001006808,0.006642097,0.0005433799,0.0008909307,0.00001430945,0.0001412924,0.00006771694],"genre_scores_gemma":[0.994486,0.000314056,0.001492369,0.002926728,0.0004305636,0.00004269106,0.0002456085,0.00004703849,0.00001490238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6859204,"threshold_uncertainty_score":0.7686911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02667216787255441,"score_gpt":0.3108620369194821,"score_spread":0.2841898690469277,"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."}}