{"id":"W4402434941","doi":"10.1002/acm2.14531","title":"Characterization of a new low‐dose and low‐energy Gafchromic film LD‐V1","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Collimator; Dosimetry; Nuclear medicine; Orientation (vector space); Irradiation; Optics; Physics; Medicine; Nuclear physics; Mathematics; Geometry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001196199,0.0002136992,0.000158429,0.0003198366,0.0001671503,0.0003635743,0.0003050105,0.0003892719,0.001386757],"category_scores_gemma":[0.0002812243,0.0001677002,0.0001655227,0.0001904475,0.0001730817,0.0001744299,0.0001251547,0.0003042093,0.0002628992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679652,"about_ca_system_score_gemma":0.0001230572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359453,"about_ca_topic_score_gemma":0.001622687,"domain_scores_codex":[0.9999037,0.000007511802,0.000003769406,0.00003151348,0.00003503744,0.0000183977],"domain_scores_gemma":[0.9998287,0.0000334596,0.00004820384,0.00002034796,0.00004726568,0.00002201098],"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":[0.00001034709,0.000003801754,0.0001579332,0.00003035899,0.000002049041,0.0000308006,0.00001271011,0.00004782616,0.9989929,0.0000119905,0.00002428976,0.0006749779],"study_design_scores_gemma":[0.000003103229,0.0001505421,0.009831349,0.000008214574,0.00001538116,0.0002823906,0.00003754035,0.0004664609,0.9873737,0.000006241993,0.001819142,0.00000601412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938068,0.001471827,0.002514316,0.00005777153,0.00001438832,0.00004117444,0.0003579313,0.0001058412,0.001630021],"genre_scores_gemma":[0.9892573,0.0009446865,0.004963332,0.00006232766,0.000007332066,0.00005015951,0.0005155423,0.00005897718,0.004140384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386757,"threshold_uncertainty_score":0.004639208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429579434900875,"score_gpt":0.3297223671193035,"score_spread":0.3154265727702947,"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."}}