{"id":"W1968436591","doi":"10.1118/1.2962031","title":"SU‐GG‐T‐279: Evaluation of a Novel 4D In‐Vivo Dosimeter","year":2008,"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":"Ottawa Hospital","funders":"","keywords":"Dosimeter; Detector; Materials science; SIGNAL (programming language); Brass; Optics; Nuclear medicine; Quality assurance; Dosimetry; Biomedical engineering; Analytical Chemistry (journal); Physics; Chemistry; Medicine; Copper","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":[0.002066103,0.000460357,0.0004831849,0.0005208689,0.0001319223,0.0006061424,0.001126658,0.0006381947,0.001325922],"category_scores_gemma":[0.001565436,0.0003112585,0.0002574491,0.0003549576,0.000379204,0.0004857669,0.0004074496,0.000376712,0.0004766143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789411,"about_ca_system_score_gemma":0.0004330893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004828628,"about_ca_topic_score_gemma":0.0005942191,"domain_scores_codex":[0.9990903,0.0002416993,0.00004718468,0.0001587016,0.0004275126,0.00003452085],"domain_scores_gemma":[0.9987634,0.0003532363,0.0002880716,0.0002002385,0.0003192697,0.00007569043],"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":[0.0004533344,0.0001215824,0.00329647,0.0003047851,0.00005536259,0.00007747358,0.00006898612,0.003629039,0.9566256,0.0005352824,0.0006692837,0.03416288],"study_design_scores_gemma":[0.00003633075,0.001263871,0.006300852,0.00002022171,0.00009054378,0.0007220848,0.00003808294,0.02102204,0.9603691,0.00008376854,0.01000679,0.00004634881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916776,0.003908315,0.2959795,0.0004288445,0.0003109496,0.0002982501,0.00126674,0.002761926,0.003368043],"genre_scores_gemma":[0.5714588,0.002250799,0.4175983,0.0002377919,0.00005828008,0.0002130006,0.001644933,0.0003421546,0.006196036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002066103,"threshold_uncertainty_score":0.01092672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03581937201597384,"score_gpt":0.3324881348478091,"score_spread":0.2966687628318353,"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."}}