{"id":"W2964366099","doi":"10.1002/mp.13744","title":"On calculating kerma, collision kerma and radiative yields","year":2019,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Carleton University","funders":"","keywords":"Kerma; Collision; Dosimetry; Radiative transfer; Physics; Nuclear physics; Nuclear medicine; Optics; Computer science; 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":[0.001916829,0.0007518195,0.000483548,0.00144494,0.0002978335,0.0009021045,0.001297377,0.000504963,0.001543785],"category_scores_gemma":[0.01646333,0.000621378,0.0008816969,0.001230893,0.0006735084,0.001329178,0.001054411,0.000813705,0.0009373088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187358,"about_ca_system_score_gemma":0.0009522938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0040385,"about_ca_topic_score_gemma":0.003013505,"domain_scores_codex":[0.9988325,0.0003035984,0.00006461985,0.000157304,0.0005974647,0.00004445974],"domain_scores_gemma":[0.9951743,0.003474897,0.0003725467,0.0003943297,0.0005339562,0.00004995553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003006309,0.00005862173,0.01861067,0.0007336125,0.0002512871,0.0003012072,0.000289689,0.6714513,0.03375171,0.04049487,0.001533792,0.2322226],"study_design_scores_gemma":[0.00002507989,0.0001587562,0.011685,0.0001035623,0.000115689,0.0006941527,0.00004857363,0.8840643,0.07059225,0.01895064,0.01346317,0.00009891497],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07778082,0.00421713,0.9005901,0.0002275658,0.00005106149,0.0001559727,0.0003028447,0.002536046,0.0141385],"genre_scores_gemma":[0.5958633,0.003809682,0.3885999,0.0002233361,0.00006600298,0.0003321712,0.0004736108,0.002000498,0.0086315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0040385,"threshold_uncertainty_score":0.01013726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039019545609365,"score_gpt":0.2804882813852176,"score_spread":0.270098085929124,"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."}}