{"id":"W2063649105","doi":"10.1016/j.meddos.2006.02.003","title":"Surface dose measurement using TLD powder extrapolation","year":2006,"lang":"en","type":"article","venue":"Medical dosimetry","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Thermoluminescent dosimeter; Dosimeter; Extrapolation; Imaging phantom; Materials science; Percentage depth dose curve; Dose profile; Nuclear medicine; Thermoluminescence; Thermoluminescent Dosimetry; Beam (structure); Dosimetry; Biomedical engineering; Optics; Ionization chamber; Medicine; Luminescence; Mathematics; Physics; Optoelectronics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006983649,0.0001897181,0.0003444859,0.00008480345,0.0001098968,0.00001476408,0.00009377681,0.0001700636,0.001044315],"category_scores_gemma":[0.0003117229,0.0001512292,0.000102052,0.0003581214,0.0001457402,0.00006160531,0.00006388276,0.0002908485,0.00006772329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003698095,"about_ca_system_score_gemma":0.0002296814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005128309,"about_ca_topic_score_gemma":0.00004306488,"domain_scores_codex":[0.9970178,0.00005888043,0.0003686261,0.0003109215,0.001891186,0.0003525719],"domain_scores_gemma":[0.9992536,0.00007478132,0.00007662179,0.0002705184,0.0001129147,0.0002115833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003311428,0.0009424234,0.8947977,0.0003360192,0.0003812242,0.0004429188,0.0001550718,0.0000605203,0.04290305,0.0004552402,0.03649752,0.02269712],"study_design_scores_gemma":[0.004491568,0.0001965655,0.9398333,0.0005780908,0.000306727,0.0001808948,0.00007967381,0.003278907,0.02878399,0.000269608,0.02156284,0.0004377771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765145,0.006307714,0.004459363,0.002272237,0.0006692472,0.0003356805,0.000003927697,0.0001098548,0.009327527],"genre_scores_gemma":[0.9960527,0.00003451194,0.002093532,0.0007123793,0.0007690702,0.000004119167,0.000008861072,0.00003000714,0.0002948027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0450356,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499659363501755,"score_gpt":0.3108748017882313,"score_spread":0.2658782081532137,"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."}}