{"id":"W4307065231","doi":"10.1016/j.ijrobp.2022.07.815","title":"Frameless Cobalt60-Based Hypofractionated Stereotactic Radiosurgery (HSRS) for Brain Metastases: Impact of Dose and Volume","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiosurgery; Stereotactic radiotherapy; Nuclear medicine; Medical physics; Radiology; Radiation therapy","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":[0.0002336423,0.0003519028,0.0003933023,0.0004459906,0.0001551506,0.0004060729,0.0005662188,0.0001820176,0.001631354],"category_scores_gemma":[0.000643028,0.0001366306,0.000352522,0.0003898877,0.0002827246,0.0003180587,0.0002669262,0.0002426746,0.0002252483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005284522,"about_ca_system_score_gemma":0.0005077639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973871,"about_ca_topic_score_gemma":0.007293927,"domain_scores_codex":[0.9997875,0.00002901904,0.000009695202,0.00004339216,0.0001020905,0.00002833833],"domain_scores_gemma":[0.9998404,0.00004748473,0.00005499255,0.00002109923,0.00001420408,0.00002193646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02006803,0.0016349,0.02103358,0.0007297743,0.000812642,0.0004989773,0.0004507671,0.04014901,0.520239,0.001311321,0.001715908,0.3913561],"study_design_scores_gemma":[0.001699381,0.06104609,0.5163743,0.0001138849,0.002599974,0.005667587,0.0003754458,0.05542178,0.3406974,0.002099556,0.0137218,0.0001828784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874413,0.003369625,0.006609623,0.0000851999,0.00005328806,0.00004390293,0.0001943257,0.0001583353,0.002044251],"genre_scores_gemma":[0.9970405,0.0005532748,0.001426424,0.00002779098,0.00001820885,0.000004763904,0.0001131141,0.00007118034,0.0007447235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004973871,"threshold_uncertainty_score":0.009889841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656629724184044,"score_gpt":0.359272505398289,"score_spread":0.3327062081564486,"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."}}