{"id":"W1991131346","doi":"10.1118/1.4815533","title":"WE‐C‐108‐10: Model‐Based Dose Calculations for Eye Plaque Brachytherapy","year":2013,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Brachytherapy; Imaging phantom; Dosimetry; Attenuation; Nuclear medicine; Photon; Human eye; Absorption (acoustics); Photon energy; Optics; Materials science; Absorbed dose; Monte Carlo method; Physics; Biomedical engineering; Medicine; Mathematics; Radiation therapy; Radiology; Statistics","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":[0.0002754598,0.0004186065,0.0003597303,0.0002742982,0.0002758474,0.0007274924,0.0006690157,0.0006382661,0.003540616],"category_scores_gemma":[0.0008213424,0.0003456204,0.0008509147,0.0002560216,0.0001969761,0.0004031787,0.0003617312,0.0004353001,0.0007312375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096106,"about_ca_system_score_gemma":0.001164165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104725,"about_ca_topic_score_gemma":0.009203415,"domain_scores_codex":[0.9998639,0.00002784646,0.00000602423,0.00001300776,0.00007698126,0.00001216617],"domain_scores_gemma":[0.9997461,0.0001183687,0.00002110173,0.00003817926,0.000066374,0.000009774622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007303713,0.00003827469,0.001330561,0.0001569524,0.00003860072,0.0001884309,0.00009821765,0.9383434,0.02752091,0.003516572,0.00248802,0.02620709],"study_design_scores_gemma":[0.00001924509,0.00004763332,0.000853425,0.00002394192,0.0000188782,0.0001742064,0.00001866673,0.9756152,0.01591807,0.00111002,0.006184693,0.00001593967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1870819,0.001222546,0.7596849,0.000414051,0.00007241251,0.0002267617,0.001640627,0.002965841,0.046691],"genre_scores_gemma":[0.8331217,0.0007349689,0.1509765,0.0001341917,0.00002074961,0.0002415216,0.0008608493,0.00132208,0.01258752],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0104725,"threshold_uncertainty_score":0.02082312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001686119735933,"score_gpt":0.3413847911588955,"score_spread":0.3113679299615362,"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."}}