{"id":"W2010141841","doi":"10.1016/j.ijrobp.2012.03.022","title":"Cone Beam Computed Tomography Image Guidance System for a Dedicated Intracranial Radiosurgery Treatment Unit","year":2012,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Radiosurgery; Cone beam computed tomography; Computed tomography; Medical physics; Radiology; Nuclear medicine; Beam (structure); Tomography; Image-guided radiation therapy; Optics; 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":[0.0002389246,0.0004953369,0.0004090042,0.0005553029,0.0005462895,0.00055906,0.0009912451,0.0006047808,0.01136477],"category_scores_gemma":[0.0006718721,0.0003747483,0.0002985969,0.0003603498,0.0001719405,0.0002521384,0.0005245501,0.0006495852,0.002863066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008090721,"about_ca_system_score_gemma":0.003252983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00586914,"about_ca_topic_score_gemma":0.007497054,"domain_scores_codex":[0.9997118,0.0000260955,0.00002010133,0.00008685314,0.0001248889,0.00003018172],"domain_scores_gemma":[0.9995666,0.00006070128,0.00004010182,0.00005960424,0.0001721851,0.000100673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002331685,0.001051033,0.02009587,0.0003918299,0.0001260071,0.005455918,0.0004635494,0.006540813,0.5261088,0.00152071,0.07552873,0.360385],"study_design_scores_gemma":[0.001721293,0.004386204,0.157973,0.0002657796,0.0009479364,0.05028542,0.0002619298,0.2028235,0.3472554,0.001821235,0.2315152,0.0007431486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.285092,0.001925599,0.61882,0.003090776,0.001138271,0.004034577,0.0058705,0.03245287,0.04757555],"genre_scores_gemma":[0.5840706,0.0005853555,0.3894582,0.001973569,0.0002314584,0.001166187,0.001963612,0.001387454,0.01916354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01136477,"threshold_uncertainty_score":0.03801888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161745285789369,"score_gpt":0.3192245463174164,"score_spread":0.3030500177384794,"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."}}