{"id":"W2980066171","doi":"10.1016/j.imu.2019.100253","title":"Medical data visual synchronization and information interaction using Internet-based graphics rendering and message-oriented streaming","year":2019,"lang":"en","type":"article","venue":"Informatics in Medicine Unlocked","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Arts and Sciences, Boston University; China Academy of Space Technology; Western University; Illinois State University","keywords":"Computer science; Rendering (computer graphics); The Internet; Multimedia; Software; Synchronization (alternating current); Visualization; Graphics; Data synchronization; World Wide Web; Telemedicine; Health care; Data mining; Computer network; Artificial intelligence; Computer graphics (images); Channel (broadcasting); Wireless sensor network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121463,0.0007032707,0.0005772347,0.00124921,0.0003594175,0.001681548,0.001346518,0.0005864514,0.005200936],"category_scores_gemma":[0.003026871,0.0003375806,0.0006012343,0.0007469983,0.00070894,0.001086979,0.001617899,0.000826831,0.001266451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004609243,"about_ca_system_score_gemma":0.0007572082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202719,"about_ca_topic_score_gemma":0.0007234177,"domain_scores_codex":[0.9990338,0.0002311899,0.0000723297,0.0001331494,0.0004620317,0.00006747697],"domain_scores_gemma":[0.9991322,0.0002861105,0.00007725252,0.0002091278,0.0001932481,0.0001021303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001161142,0.0004696679,0.003330174,0.0003711041,0.0001423325,0.0008574216,0.001944601,0.04487494,0.2453141,0.05146866,0.02226546,0.6278002],"study_design_scores_gemma":[0.0003835766,0.0003473536,0.002034944,0.00007335846,0.00009832666,0.0008449069,0.0002262545,0.7142892,0.1809883,0.02623813,0.07434212,0.00013346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008333054,0.00008776296,0.976091,0.0001495403,0.00006325557,0.000180166,0.00007251304,0.01177035,0.003252422],"genre_scores_gemma":[0.309883,0.0003803436,0.6769816,0.0002379648,0.0002017379,0.0004034021,0.0005725511,0.002641543,0.008697831],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005200936,"threshold_uncertainty_score":0.01739883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02408499965680994,"score_gpt":0.3283896523201152,"score_spread":0.3043046526633053,"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."}}