{"id":"W2048898634","doi":"10.1016/s0301-5629(03)00856-1","title":"David versus Goliath: micro-miniturization of ultrasound as a Windows application versus big box dedicated computers","year":2003,"lang":"en","type":"article","venue":"Ultrasound in Medicine & Biology","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Ultrasound; Software; Medicine; Computer hardware; Computer science; DICOM; Computer graphics (images); Radiology; Medical physics; 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":[0.003279647,0.0004273142,0.0007302469,0.001014243,0.001158487,0.004188993,0.001118385,0.002837007,0.01263923],"category_scores_gemma":[0.01900875,0.0002538457,0.000319597,0.001100722,0.003563591,0.006684867,0.001658585,0.002687217,0.002511682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001387081,"about_ca_system_score_gemma":0.001052998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003861727,"about_ca_topic_score_gemma":0.006774851,"domain_scores_codex":[0.9980932,0.0007147635,0.00008047422,0.0002031338,0.0007022371,0.0002062556],"domain_scores_gemma":[0.9884511,0.008542057,0.0003935464,0.0004853666,0.001544759,0.0005830596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002143613,0.0000651494,0.002149342,0.0005409005,0.00005816015,0.0003971259,0.001748696,0.0007478178,0.005074621,0.4087235,0.1894968,0.3888543],"study_design_scores_gemma":[0.0003223075,0.0007257091,0.006405826,0.001011817,0.0003055352,0.003171937,0.005530906,0.005409684,0.01914413,0.1936626,0.7639518,0.0003577691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1073803,0.1192039,0.1358496,0.4417505,0.01339715,0.00017413,0.0003606323,0.002262293,0.1796214],"genre_scores_gemma":[0.6806258,0.0469597,0.08532336,0.07929596,0.00561904,0.0001567409,0.000106807,0.001869341,0.1000432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01263923,"threshold_uncertainty_score":0.0422824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04378166158350996,"score_gpt":0.3538570455902122,"score_spread":0.3100753840067023,"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."}}