{"id":"W2109567065","doi":"10.1098/rsfs.2011.0019","title":"Three-dimensional ultrasound scanning","year":2011,"lang":"en","type":"article","venue":"Interface Focus","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Computer science; Medical diagnosis; Medical physics; Medical imaging; Ultrasound; Data science; Artificial intelligence; Medicine; Radiology","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":[0.0008063079,0.00049341,0.0004845248,0.001620004,0.0004621846,0.002027452,0.0009802408,0.001367253,0.01267056],"category_scores_gemma":[0.00218591,0.0004107125,0.000546251,0.001453346,0.0007470111,0.001143731,0.001312584,0.000724563,0.004767718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583507,"about_ca_system_score_gemma":0.0007183336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339758,"about_ca_topic_score_gemma":0.000996706,"domain_scores_codex":[0.999166,0.0001681318,0.00006027485,0.0001036452,0.0004578558,0.00004410391],"domain_scores_gemma":[0.999081,0.0003432736,0.00005597274,0.0001528161,0.0003149796,0.00005187792],"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":[0.0002952005,0.00008408039,0.00520647,0.001054766,0.00008529873,0.001667588,0.0009447144,0.006493432,0.1551845,0.0523255,0.04060054,0.7360579],"study_design_scores_gemma":[0.00008353328,0.0004074441,0.007797509,0.000708707,0.0001513848,0.01905253,0.0006138113,0.07091741,0.1135972,0.03286172,0.7534538,0.0003548873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02601789,0.02002045,0.8482706,0.002785243,0.0009279473,0.0003157215,0.001575636,0.005167853,0.09491861],"genre_scores_gemma":[0.3747666,0.02342626,0.5549867,0.002536079,0.0005542926,0.0005719862,0.001772023,0.0005819652,0.0408042],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01267056,"threshold_uncertainty_score":0.04238719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353096753476874,"score_gpt":0.254406735901316,"score_spread":0.2308757683665473,"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."}}