{"id":"W3047245025","doi":"10.1093/noajnl/vdaa073.007","title":"16. GAMMA KNIFE CLINICAL DOSE PROFILE FOR EXTENSIVE BRAIN METASTASES","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Radiosurgery; Nuclear medicine; Brain metastasis; Dosimetry; Retrospective cohort study; Gamma knife; Radiation therapy; Cancer; Surgery; Internal medicine; Metastasis","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":[0.0002875161,0.0001699743,0.0003105738,0.0005020299,0.00009670482,0.0003286811,0.0001474568,0.0001792914,0.002775282],"category_scores_gemma":[0.001243185,0.0001015182,0.0002734006,0.0005987618,0.0001396004,0.0001922319,0.0001960774,0.0002132872,0.0007092884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929286,"about_ca_system_score_gemma":0.0002496559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274074,"about_ca_topic_score_gemma":0.001545314,"domain_scores_codex":[0.9997806,0.00003566983,0.00002979826,0.00004778388,0.00008437369,0.00002176512],"domain_scores_gemma":[0.9993199,0.0002138918,0.0002977363,0.00003960005,0.00007236414,0.00005664651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003822496,0.0001590213,0.7193601,0.0004495387,0.0002553533,0.002657184,0.0003368376,0.02167593,0.1252984,0.0004808366,0.001102336,0.124402],"study_design_scores_gemma":[0.00003224213,0.001789315,0.9625772,0.00002791663,0.00007635567,0.00697118,0.0001058303,0.00324319,0.0211711,0.0002596324,0.003725995,0.00002005667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905929,0.002308375,0.002945816,0.00003783328,0.000005395123,0.00004976122,0.0007010829,0.00006238677,0.003296457],"genre_scores_gemma":[0.9983295,0.0001991996,0.0004626578,0.00001786543,0.000003330405,0.00001848129,0.0003259365,0.00003492854,0.0006081659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002775282,"threshold_uncertainty_score":0.009284258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07597005692672561,"score_gpt":0.4060787523881635,"score_spread":0.330108695461438,"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."}}