{"id":"W1978500728","doi":"10.1016/s0360-3016(01)02531-7","title":"Selecting action levels for in vivo diode dosimetry: physical and technical considerations","year":2001,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Northeast Cancer Centre","funders":"","keywords":"Medicine; Dosimetry; Action (physics); Medical physics; Nuclear engineering; Nuclear 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":[0.005121406,0.0008913738,0.0008331716,0.0007237276,0.0009219025,0.002908776,0.001579034,0.002142322,0.003967458],"category_scores_gemma":[0.009919657,0.0006702844,0.0006825081,0.00046827,0.0007941978,0.002149792,0.0007850276,0.001407779,0.0008243329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790088,"about_ca_system_score_gemma":0.001031077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009495278,"about_ca_topic_score_gemma":0.001989892,"domain_scores_codex":[0.998203,0.0008398483,0.0001442159,0.0001828581,0.0005123086,0.0001177067],"domain_scores_gemma":[0.9881778,0.009286294,0.0006706553,0.0006817314,0.0009669197,0.0002166572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001434355,0.0003316266,0.01397886,0.001191824,0.00009973042,0.0003452471,0.0006562608,0.02005834,0.8795122,0.01147314,0.001637002,0.06928142],"study_design_scores_gemma":[0.0001489885,0.0009640822,0.02033821,0.0003802976,0.0003578218,0.002061159,0.0007829483,0.07550089,0.874828,0.01172569,0.01270164,0.0002101836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1390633,0.004069614,0.845461,0.00218759,0.0001029609,0.0003180322,0.0002490592,0.001256741,0.007291697],"genre_scores_gemma":[0.6735601,0.001225353,0.3217046,0.0005570988,0.00004821527,0.000175674,0.0001053296,0.0008060793,0.001817521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005121406,"threshold_uncertainty_score":0.02708495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05556532618713898,"score_gpt":0.4120516903630321,"score_spread":0.3564863641758931,"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."}}