{"id":"W2318622133","doi":"10.4329/wjr.v8.i3.255","title":"Some computer graphical user interfaces in radiation therapy","year":2016,"lang":"en","type":"review","venue":"World Journal of Radiology","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Calculator; Graphical user interface; Monitor unit; Computer science; Multileaf collimator; Radiation therapy; Medical physics; Monte Carlo method; Linear particle accelerator; Computational science; Radiation treatment planning; Nuclear medicine; Beam (structure); Medicine; Physics; Optics; Radiology; Mathematics; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0003847609,0.00034299,0.001792271,0.000911506,0.00002713915,0.00001847493,0.0004736921,0.000148046,0.0002538693],"category_scores_gemma":[0.000003357382,0.0002120595,0.0005139746,0.0002601206,0.0001286382,0.0002186889,0.00002849689,0.000669623,0.000004082031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001227186,"about_ca_system_score_gemma":0.0001243154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002756183,"about_ca_topic_score_gemma":0.000001047541,"domain_scores_codex":[0.9979026,0.0004724923,0.001010265,0.0002239605,0.0001067004,0.0002839447],"domain_scores_gemma":[0.9981126,0.0003980139,0.00115502,0.0002167763,0.00004546813,0.00007213781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002070099,0.00004945511,0.0006721658,0.00006544756,0.0002934427,0.00001248653,0.00002123322,0.000002883542,0.000004382744,0.006105468,0.00357066,0.9891817],"study_design_scores_gemma":[0.000558635,0.0001802318,0.00003649322,0.002022199,0.00003248688,0.0001134956,7.799039e-7,0.000002155289,0.00000839293,0.003905995,0.9929202,0.0002188968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005280747,0.9781228,0.02060659,0.0001272538,0.0007586651,0.0002551414,0.00001105516,0.0000145399,0.00005115768],"genre_scores_gemma":[0.00008381339,0.9925509,0.003774271,0.00007325978,0.003304414,0.00001799503,0.000006769616,0.00004851936,0.0001400638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9893496,"threshold_uncertainty_score":0.8647537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779442553081307,"score_gpt":0.3299858243501302,"score_spread":0.3121913988193171,"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."}}