{"id":"W2054870160","doi":"10.1118/1.1871372","title":"Brachytherapy needle deflection evaluation and correction","year":2005,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Robarts Clinical Trials","funders":"","keywords":"Brachytherapy; Deflection (physics); Dosimetry; Prostate brachytherapy; Biomedical engineering; Nuclear medicine; Fiducial marker; Ultrasound; Materials science; Cannula; Medicine; Optics; Radiation therapy; Surgery; Radiology; Physics","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":[0.001268218,0.0005830889,0.0004401007,0.0006049068,0.0002427602,0.0005071341,0.0004514546,0.0006753036,0.001254141],"category_scores_gemma":[0.005399843,0.0002683042,0.0003591322,0.0005026492,0.0002859279,0.0003550705,0.0005129906,0.0005048593,0.0003636605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846007,"about_ca_system_score_gemma":0.0005111405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107191,"about_ca_topic_score_gemma":0.001555169,"domain_scores_codex":[0.9988884,0.0002083081,0.00009890772,0.0001750569,0.0005428873,0.00008641393],"domain_scores_gemma":[0.9973329,0.001051309,0.0003921148,0.0003360526,0.0008016939,0.00008599744],"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":[0.0006195956,0.00004109132,0.01653313,0.0003593873,0.00004408951,0.0004215555,0.0003731152,0.007056172,0.8312559,0.0002748768,0.0003582125,0.1426629],"study_design_scores_gemma":[0.00008926226,0.00164116,0.1565547,0.00009895368,0.0001568611,0.004131598,0.0002904691,0.06750789,0.7609311,0.0003995712,0.007927125,0.0002713358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7034184,0.002939111,0.2870696,0.0002529942,0.0001835766,0.0004235079,0.0003778261,0.002823743,0.002511332],"genre_scores_gemma":[0.8651077,0.001080717,0.1306325,0.0001526354,0.0000184872,0.0001442705,0.0003444928,0.0004189557,0.002100104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001268218,"threshold_uncertainty_score":0.006707072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01329640867712094,"score_gpt":0.3259123747478939,"score_spread":0.3126159660707729,"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."}}