{"id":"W2997717750","doi":"10.1016/j.meddos.2019.10.005","title":"Functional cranio-spinal irradiation: A hippocampal and hypothalamic-pituitary axis sparing radiation technique using two IMRT modalities","year":2019,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Hippocampal formation; Modalities; Nuclear medicine; Radiation therapy; Irradiation; Radiology; Medical physics; Internal medicine; Physics","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":[0.0006232178,0.0002175455,0.0003831917,0.0002003074,0.0001149424,0.00002942733,0.0000633662,0.0001712402,0.001613317],"category_scores_gemma":[0.0001856734,0.0001856527,0.0001125723,0.0002380269,0.0001178511,0.0001429098,0.00006366157,0.0003385208,0.0000511275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043484,"about_ca_system_score_gemma":0.0002262151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002711823,"about_ca_topic_score_gemma":0.0000030197,"domain_scores_codex":[0.9980719,0.00009867149,0.0003487457,0.0003951099,0.0007782441,0.0003073099],"domain_scores_gemma":[0.9991394,0.0001494666,0.00008691086,0.0002585104,0.00004366864,0.0003220225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001765053,0.001241042,0.7722512,0.001255143,0.001216915,0.0008148272,0.000355156,0.0002111012,0.01417937,0.008190918,0.001588321,0.1969309],"study_design_scores_gemma":[0.01314018,0.001409998,0.9390676,0.0008286084,0.0006443825,0.003291534,0.0003412165,0.02994298,0.005892722,0.002458161,0.002278472,0.0007041253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854116,0.001923787,0.009843598,0.001053416,0.0004279963,0.0006085035,0.00001683236,0.0000888887,0.0006253889],"genre_scores_gemma":[0.9944855,0.00006128269,0.003705553,0.0008292898,0.0005624958,0.00003807567,0.00009705903,0.00002894036,0.0001918123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1962268,"threshold_uncertainty_score":0.9992993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127705501189552,"score_gpt":0.2860492600485496,"score_spread":0.2647722050366541,"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."}}