{"id":"W4410335214","doi":"10.1088/1361-6560/add83b","title":"A semiclassical model of the immediate temperature distribution surrounding the track of heavy ions with therapeutic energies","year":2025,"lang":"en","type":"article","venue":"Physics in Medicine and Biology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Institut Périmètre de physique théorique; Centre for Advanced Laser Applications","keywords":"Semiclassical physics; Physics; Ion; Atomic physics; RADIUS; Work (physics); Proton; Adiabatic process; Linear energy transfer; Electron; Projectile; Energy (signal processing); Computational physics; Nuclear physics; Thermodynamics; Quantum mechanics","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":[0.0006566134,0.000794104,0.001279883,0.0009565805,0.001231496,0.00176695,0.002778858,0.003021666,0.004645085],"category_scores_gemma":[0.001521502,0.0006933629,0.001331671,0.0006538527,0.002438029,0.001586009,0.0009865923,0.00119962,0.0009010701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315012,"about_ca_system_score_gemma":0.001931432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311568,"about_ca_topic_score_gemma":0.004973137,"domain_scores_codex":[0.999724,0.00005829863,0.000009214644,0.00004677182,0.00007814407,0.00008352742],"domain_scores_gemma":[0.9992929,0.000259315,0.0001326316,0.00006817353,0.000140462,0.0001065522],"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":[0.00004313039,0.00006230603,0.000563117,0.00007058158,0.00002362361,0.0002519698,0.0001335147,0.9351595,0.003464906,0.0583038,0.0005219552,0.001401573],"study_design_scores_gemma":[0.000009130956,0.000009954119,0.0001212194,0.000005401247,0.000004562685,0.00001578127,0.00001405975,0.9951697,0.0001378862,0.004288265,0.0002155141,0.000008423511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.400636,0.001675662,0.5352018,0.002419774,0.0003567928,0.0002063354,0.0009173081,0.0006075735,0.05797876],"genre_scores_gemma":[0.9567655,0.0007588505,0.01552137,0.0004176318,0.0001166167,0.0003821561,0.0002659109,0.0002319566,0.02554008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01311568,"threshold_uncertainty_score":0.02607864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270863946455829,"score_gpt":0.3609992836458933,"score_spread":0.2682906441813351,"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."}}