{"id":"W1995225119","doi":"10.2349/biij.3.1.e16","title":"Tomotherapy as a tool in image-guided radiation therapy (IGRT): theoretical and technological aspects","year":2007,"lang":"en","type":"article","venue":"Biomedical Imaging and Intervention Journal","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"Government of Ontario; Ontario Institute for Cancer Research","keywords":"Tomotherapy; Multileaf collimator; Image-guided radiation therapy; Linear particle accelerator; Collimated light; Context (archaeology); Collimator; Medical physics; Nuclear medicine; Radiosurgery; Beam (structure); Radiation therapy; Computer science; Medical imaging; Optics; Medicine; Physics; Artificial intelligence; Radiology; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003638628,0.0003604574,0.0003935437,0.0006077031,0.0003919304,0.001062221,0.0007654196,0.001189121,0.00191099],"category_scores_gemma":[0.0004829415,0.0002607315,0.0002632391,0.0007589578,0.002122139,0.001161171,0.0004355102,0.0007905712,0.0008052771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000708041,"about_ca_system_score_gemma":0.000374148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432578,"about_ca_topic_score_gemma":0.0002728933,"domain_scores_codex":[0.9997562,0.0000898683,0.00000893095,0.00003844454,0.00009243568,0.00001415191],"domain_scores_gemma":[0.999805,0.0001194229,0.00002127654,0.00002623684,0.00001875885,0.000009231911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000133731,0.0001361326,0.002446293,0.001395601,0.00003296289,0.001056831,0.0003793219,0.01951038,0.06720047,0.630069,0.004252494,0.2733868],"study_design_scores_gemma":[0.00008181217,0.001331275,0.005194345,0.0005345524,0.00009987082,0.01413086,0.0004110961,0.1020308,0.09160857,0.2789721,0.50543,0.0001747378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04226793,0.09678181,0.7422218,0.006098843,0.0007243257,0.0001536062,0.0001179022,0.000796193,0.1108375],"genre_scores_gemma":[0.5043842,0.05463134,0.4167553,0.001094315,0.001447229,0.0002108999,0.0001501759,0.000262953,0.02106354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00191099,"threshold_uncertainty_score":0.006392896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006673648991162123,"score_gpt":0.3173290208828047,"score_spread":0.3106553718916426,"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."}}