{"id":"W2102377089","doi":"10.1118/1.2194447","title":"Intraoperative radiation therapy using mobile electron linear accelerators: Report of AAPM Radiation Therapy Committee Task Group No. 72","year":2006,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":139,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency; University of Michigan","keywords":"Task group; Linear particle accelerator; Intraoperative radiation therapy; Medical physics; Quality assurance; Computer science; Radiation therapy; Flexibility (engineering); Shielded cable; Task (project management); Medicine; Systems engineering; Physics; Surgery; Engineering; Telecommunications; Engineering management; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01684512,0.001274836,0.0007065301,0.004032911,0.001869673,0.002330464,0.003380897,0.00461705,0.005624808],"category_scores_gemma":[0.01197295,0.0007851506,0.001113051,0.002873491,0.0007476955,0.001340668,0.001352039,0.003000598,0.004733771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00328583,"about_ca_system_score_gemma":0.02441084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0533122,"about_ca_topic_score_gemma":0.04506083,"domain_scores_codex":[0.9865877,0.002023712,0.00121946,0.0005812642,0.008555589,0.001032205],"domain_scores_gemma":[0.9745102,0.003502042,0.003999347,0.001273173,0.01466301,0.00205224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007476647,0.0008845339,0.01903004,0.003426112,0.0001550027,0.0006062686,0.0006478903,0.007904844,0.01558355,0.003166508,0.6826501,0.2651974],"study_design_scores_gemma":[0.00007645103,0.0005122154,0.03297993,0.0008717499,0.00008950911,0.0003946462,0.000175001,0.0008347608,0.008196041,0.000648657,0.9551415,0.00007945981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.11088,0.1350715,0.08053908,0.1248234,0.04095214,0.02149464,0.06030254,0.007972018,0.4179647],"genre_scores_gemma":[0.234468,0.1491084,0.08001715,0.02916933,0.01717827,0.01226465,0.08315296,0.00374852,0.3908927],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0533122,"threshold_uncertainty_score":0.1060038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034701074415052,"score_gpt":0.2965407222410394,"score_spread":0.2861937114968889,"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."}}