{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002195376,0.001787049,0.00116645,0.002838489,0.0003827034,0.003011612,0.002304669,0.00206724,0.02914701],"category_scores_gemma":[0.007513952,0.0005964951,0.001242472,0.004333511,0.000761567,0.003284239,0.00135508,0.001976147,0.01830729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760993,"about_ca_system_score_gemma":0.0007656078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069605,"about_ca_topic_score_gemma":0.0006323511,"domain_scores_codex":[0.9970503,0.001060262,0.0004059293,0.000412815,0.0009457709,0.0001249356],"domain_scores_gemma":[0.9968461,0.001920096,0.000156742,0.0002430682,0.0007474227,0.00008647708],"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":[0.0001519708,0.00005560504,0.0004526959,0.004726942,0.00006789987,0.0002614217,0.0003216611,0.0009474431,0.003781148,0.01506119,0.08079321,0.8933788],"study_design_scores_gemma":[0.00004208494,0.0001339927,0.0009806852,0.001400574,0.0001078649,0.001728049,0.00008927447,0.002828033,0.003371818,0.008644725,0.9805839,0.00008893797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003267429,0.5085635,0.3754107,0.00215213,0.003130036,0.0004747804,0.001885583,0.01857975,0.08653606],"genre_scores_gemma":[0.05376476,0.3947354,0.4319868,0.008795387,0.004016335,0.001804555,0.007324889,0.006125473,0.09144638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02914701,"threshold_uncertainty_score":0.0975064,"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."}}