{"id":"W4386707618","doi":"10.32920/24132864","title":"Augmented Reality Based Brain Tumor 3D Visualization","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Augmented reality; Computer vision; Artificial intelligence; Computer science; Pose; Orientation (vector space); Visualization; Face (sociological concept); Position (finance); Calibration; Set (abstract data type); Computer graphics (images); Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001045511,0.0003398718,0.0003422337,0.0003012231,0.0001907809,0.0003526486,0.002006937,0.0002342439,0.00008605979],"category_scores_gemma":[0.0002127678,0.0003466656,0.0001576909,0.0009120728,0.00007255172,0.0001657512,0.002273899,0.0004138406,0.0004475838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002977984,"about_ca_system_score_gemma":0.0004976858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528919,"about_ca_topic_score_gemma":0.0003221513,"domain_scores_codex":[0.9967565,0.00030484,0.000645969,0.001239508,0.0006658038,0.0003873871],"domain_scores_gemma":[0.9963926,0.0003080306,0.0004035098,0.002485016,0.0002356922,0.0001751536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001388886,0.0007602649,0.0002106734,0.000648271,0.000196817,0.00003809795,0.0004530528,0.1308013,0.000619931,0.5234348,0.3315454,0.01127754],"study_design_scores_gemma":[0.0002340005,0.00001820705,0.00185317,0.00008503701,0.00001637977,0.000001672151,0.00001137106,0.9720942,0.0008003419,0.01480737,0.009707632,0.0003705928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0001415126,0.00000908207,0.9684246,0.02322635,0.0005127899,0.001010406,0.00009070129,0.002829613,0.003754936],"genre_scores_gemma":[0.4440517,0.00007259129,0.4525743,0.04150397,0.001344679,0.00722112,0.01229727,0.0005992889,0.04033512],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8412929,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0655755999985169,"score_gpt":0.3475973542645168,"score_spread":0.2820217542659999,"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."}}