{"id":"W2028654014","doi":"10.1118/1.3626482","title":"Modeling a Hypothetical<sup>170</sup>Tm Source for Brachytherapy Applications","year":2011,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Cancer Society Research Institute","keywords":"Bremsstrahlung; Materials science; Monte Carlo method; Titanium; Brachytherapy; Dosimetry; Platinum; Photon; Radiochemistry; Analytical Chemistry (journal); Nuclear medicine; Optics; Physics; Metallurgy; Chemistry; 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":[0.0002026912,0.0003985216,0.0002085734,0.0002246885,0.0001984062,0.0005281684,0.0005742317,0.0009239801,0.002608673],"category_scores_gemma":[0.0006910922,0.0002549979,0.0004789663,0.0003464499,0.0002801282,0.0002817417,0.0002695118,0.0002164283,0.0007312298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214625,"about_ca_system_score_gemma":0.0005595163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750543,"about_ca_topic_score_gemma":0.001112257,"domain_scores_codex":[0.9999069,0.00002053181,0.000003853328,0.0000172806,0.00003909769,0.00001236594],"domain_scores_gemma":[0.9997941,0.0001016897,0.00003664168,0.00001503114,0.00004331579,0.000009424886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002612094,0.00003528002,0.002576906,0.0003004441,0.00004734211,0.0004902171,0.0001447727,0.9270535,0.05541836,0.003352516,0.0009357287,0.009383717],"study_design_scores_gemma":[0.00005610062,0.0002887734,0.003264672,0.00003931659,0.00009253072,0.001120711,0.00007450839,0.9379001,0.04636772,0.00150288,0.009253999,0.00003868579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4956188,0.001423602,0.4694363,0.0004319731,0.00007493095,0.0002812655,0.001422542,0.001211094,0.03009949],"genre_scores_gemma":[0.9447351,0.0005058697,0.04751991,0.0001177792,0.00001155137,0.0001966673,0.0005884744,0.0002778214,0.006046713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002608673,"threshold_uncertainty_score":0.008726954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02555571590200112,"score_gpt":0.2866078885026135,"score_spread":0.2610521726006124,"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."}}