{"id":"W2022510076","doi":"10.1118/1.2241370","title":"SU‐FF‐T‐452: Verification of Cell Irradiation Dose Deposition Using Radiochromic Film","year":2006,"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":"McGill University Health Centre","funders":"","keywords":"Dosimetry; Materials science; Irradiation; Wedge (geometry); Nuclear medicine; Calibration curve; Calibration; Optics; Scanner; Biomedical engineering; Physics; Chemistry; Detection limit; 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":[0.0006356824,0.0003786332,0.0002542803,0.0002562179,0.0002858799,0.0002642545,0.0005358193,0.000339864,0.001510321],"category_scores_gemma":[0.0004273085,0.000193011,0.0002163183,0.0003628065,0.0002397847,0.0001710231,0.0001770981,0.0003541656,0.0005302472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003360792,"about_ca_system_score_gemma":0.0002460355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002290124,"about_ca_topic_score_gemma":0.001883828,"domain_scores_codex":[0.9996031,0.00006852784,0.00005106972,0.0001044765,0.0001360097,0.00003686751],"domain_scores_gemma":[0.9993218,0.0001909755,0.00009962756,0.0001920956,0.0001723637,0.00002318794],"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":[0.00003700039,0.00002238034,0.0004719103,0.00004153885,0.000004759254,0.00003822413,0.00005996491,0.000141579,0.9974449,0.00006039063,0.00005249892,0.00162482],"study_design_scores_gemma":[0.000001772082,0.00005280878,0.001665606,0.000002204026,0.000005299831,0.00005368815,0.000008694055,0.0004194449,0.9973211,0.000005262315,0.0004620517,0.000002105798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340534,0.002104092,0.05821342,0.00008605368,0.00006611754,0.0001374341,0.0008428692,0.0005321697,0.003964429],"genre_scores_gemma":[0.9478207,0.00107318,0.04545799,0.00003696264,0.0000132866,0.0001463188,0.0009590879,0.0001620696,0.004330282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002290124,"threshold_uncertainty_score":0.005052507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007752562232768753,"score_gpt":0.2601828122500997,"score_spread":0.2524302500173309,"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."}}