{"id":"W4249768188","doi":"10.1016/j.brachy.2021.06.033","title":"PHSOR07 Presentation Time: 10:30 AM","year":2021,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Workflow; Medicine; Graphical user interface; Presentation (obstetrics); Graphics; Set (abstract data type); Workstation; Interface (matter); Plan (archaeology); Graphics processing unit; Human–computer interaction; Medical physics; Computer science; Computer graphics (images); Programming language; Operating system; Database; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001203316,0.001738932,0.001471607,0.001814989,0.003819084,0.008229647,0.00176085,0.005262357,0.9274759],"category_scores_gemma":[0.002655141,0.000740501,0.00230792,0.0008670659,0.0007243435,0.001728807,0.004827048,0.003427069,0.8581518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597715,"about_ca_system_score_gemma":0.001298589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002522455,"about_ca_topic_score_gemma":0.007133465,"domain_scores_codex":[0.9992823,0.00006834662,0.00001680862,0.000105524,0.0002586052,0.00026841],"domain_scores_gemma":[0.9981503,0.0001718323,0.00004265053,0.0001213094,0.0006561056,0.0008578034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004706825,0.000131243,0.0001745037,0.0001501531,0.00001377334,0.0001806009,0.00006450869,0.00006990782,0.001091256,0.001411029,0.973823,0.02241934],"study_design_scores_gemma":[0.0001231097,0.0001924265,0.001729226,0.0002424235,0.00001677398,0.0001066182,0.0001493212,0.0002238377,0.000820686,0.001308187,0.9950619,0.00002535817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001883981,0.0004259537,0.0007850238,0.002749431,0.0124541,0.0004242137,0.00367738,0.003595548,0.9740044],"genre_scores_gemma":[0.00310688,0.0001761337,0.0001762842,0.0003725153,0.001108642,0.00006167374,0.0009161648,0.000783592,0.9932981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07252407,"threshold_uncertainty_score":0.1034467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008223083936391842,"score_gpt":0.2903839641063661,"score_spread":0.2821608801699743,"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."}}