{"id":"W2081175966","doi":"10.1088/0031-9155/57/14/4489","title":"Dose to tissue medium or water cavities as surrogate for the dose to cell nuclei at brachytherapy photon energies","year":2012,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec; Université Laval","funders":"Lawrence Livermore National Laboratory; Compute Canada","keywords":"Brachytherapy; Physics; Photon; Monte Carlo method; Nucleus; Imaging phantom; Photon energy; Absorbed dose; Relative biological effectiveness; Atomic physics; Energy (signal processing); Nuclear medicine; Computational physics; Optics; Radiation; Medicine; Mathematics; Statistics; Radiation therapy","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":[0.0007287453,0.0003663443,0.0003314119,0.0003500196,0.0001545055,0.0006820851,0.0006175434,0.0005649937,0.001254377],"category_scores_gemma":[0.001921102,0.0003400313,0.0004572471,0.0005027954,0.0004620487,0.0003508832,0.0005258459,0.0007232137,0.0002648949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006721584,"about_ca_system_score_gemma":0.0004127733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349261,"about_ca_topic_score_gemma":0.0008273453,"domain_scores_codex":[0.9997079,0.00009311256,0.00001454013,0.00006598565,0.00009304393,0.00002537845],"domain_scores_gemma":[0.999228,0.0005520784,0.00007972908,0.00007058703,0.00004469019,0.00002498748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001066235,0.00008731287,0.01208519,0.0006349927,0.0001565691,0.0004274512,0.0005649638,0.4591642,0.4808485,0.02220579,0.0006165314,0.02214223],"study_design_scores_gemma":[0.00006801087,0.0007540286,0.01955613,0.0001252957,0.0001441576,0.0007695233,0.0002044517,0.4384597,0.5201741,0.007192673,0.01240885,0.0001429312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6523795,0.004607638,0.3279798,0.0002720036,0.0000934426,0.0001949325,0.0008172465,0.0006752125,0.01298025],"genre_scores_gemma":[0.9668967,0.0007993955,0.02966732,0.00008637647,0.000005702266,0.0001549653,0.0002131649,0.0002068068,0.00196975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001349261,"threshold_uncertainty_score":0.004876912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07999434548532376,"score_gpt":0.3884733620571127,"score_spread":0.3084790165717889,"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."}}