{"id":"W2048498879","doi":"10.1148/rg.241035127","title":"Radiology on Handheld Devices: Image Display, Manipulation, and PACS Integration Issues","year":2004,"lang":"en","type":"review","venue":"Radiographics","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences","keywords":"Medicine; Mobile device; Medical physics; Radiology; Computer vision; Computer graphics (images); World Wide Web","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":[0.001481256,0.0007320463,0.001502021,0.002766229,0.0004169243,0.001795617,0.001294063,0.001874948,0.003756299],"category_scores_gemma":[0.002637111,0.000514516,0.00069428,0.004112522,0.0009995269,0.002909247,0.0006623006,0.001488438,0.00392427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008171246,"about_ca_system_score_gemma":0.001528893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980417,"about_ca_topic_score_gemma":0.002553089,"domain_scores_codex":[0.9987724,0.0002346134,0.0001392152,0.0001426961,0.0006552992,0.00005576112],"domain_scores_gemma":[0.9978023,0.001131077,0.0002520467,0.0000897875,0.00063744,0.00008727761],"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":[0.00002075775,0.00004637844,0.0003387267,0.006917516,0.00003313187,0.0005158461,0.00009548019,0.0001707526,0.001634306,0.001490111,0.01021796,0.978519],"study_design_scores_gemma":[0.00001863532,0.0001727047,0.004853461,0.004843113,0.0001361526,0.02023323,0.0002358366,0.0002384268,0.002647043,0.002182937,0.964398,0.00004048495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003472459,0.9956841,0.0005706518,0.0003062135,0.000143921,0.000009824376,0.000007149452,0.00002310274,0.002907759],"genre_scores_gemma":[0.002109398,0.9938409,0.001172546,0.0004247859,0.0003195077,0.0000190667,0.00002438184,0.000006619443,0.00208276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003756299,"threshold_uncertainty_score":0.01256603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03766967107925274,"score_gpt":0.3434908729026713,"score_spread":0.3058212018234186,"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."}}