{"id":"W2044135412","doi":"10.1118/1.3611957","title":"SU‐E‐T‐07: Dose to Medium or Dose to a Water Cavity Embedded in Medium?","year":2011,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Nucleus; Imaging phantom; Monte Carlo method; Physics; Photon; Atomic physics; Absorbed dose; Electron; Dosimetry; Cytoplasm; Materials science; Nuclear medicine; Optics; Chemistry; Nuclear physics; Radiation; Medicine","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":[0.0006551148,0.0003654879,0.0002920381,0.0001949837,0.0001267113,0.0007089995,0.0004477845,0.0006895764,0.003422024],"category_scores_gemma":[0.001883238,0.0002131329,0.0004015101,0.0002200595,0.0004864793,0.0004455413,0.0002958984,0.0004241903,0.0005163769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005254646,"about_ca_system_score_gemma":0.0003023565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940648,"about_ca_topic_score_gemma":0.0006814071,"domain_scores_codex":[0.9998355,0.00004474931,0.000006704934,0.00003884019,0.00005502014,0.00001915636],"domain_scores_gemma":[0.9995087,0.0003062389,0.0000816844,0.00003736754,0.00003534161,0.00003049893],"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":[0.004968455,0.0002789393,0.04188986,0.001934323,0.000643788,0.001030023,0.0003578504,0.1777846,0.6389136,0.01535544,0.003970829,0.1128722],"study_design_scores_gemma":[0.0001787753,0.002638138,0.03040099,0.0002101561,0.0007139052,0.0040083,0.0002251239,0.2159813,0.7223141,0.005863674,0.01731861,0.0001468268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245727,0.01183863,0.1444853,0.0005971606,0.00017036,0.0000999753,0.0009033605,0.001582187,0.01575041],"genre_scores_gemma":[0.9881629,0.0007850132,0.008469588,0.0001416206,0.000009174408,0.00003544487,0.00026503,0.0003218589,0.001809394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003422024,"threshold_uncertainty_score":0.01144779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328455298186322,"score_gpt":0.3064040128827649,"score_spread":0.2831194599009016,"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."}}