{"id":"W2515657487","doi":"10.1594/ecr2013/c-0631","title":"Personalized sub-mSv CT coronary calcium score is a reality!","year":2013,"lang":"en","type":"article","venue":"European Society of Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Neurotrauma Foundation","funders":"","keywords":"Coronary Calcium Score; Calcium; Medicine; Computer science; Coronary artery calcium; Internal medicine; Coronary artery disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0045117,0.0005196611,0.0007083606,0.0005153787,0.0006822301,0.002630451,0.000573386,0.00266387,0.03689882],"category_scores_gemma":[0.01310642,0.0003228148,0.000724804,0.0004420267,0.0005345023,0.002616715,0.001642745,0.004217118,0.02743032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006201146,"about_ca_system_score_gemma":0.0008494079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220761,"about_ca_topic_score_gemma":0.002469443,"domain_scores_codex":[0.998399,0.0004517062,0.0001289323,0.0001819625,0.0006446273,0.0001938494],"domain_scores_gemma":[0.9918295,0.001525308,0.0004688818,0.0009915829,0.002123276,0.00306145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006425215,0.0001617228,0.007576455,0.0001084473,0.00006571418,0.0005660336,0.00006760383,0.0002615194,0.001434568,0.001317212,0.7681404,0.2196578],"study_design_scores_gemma":[0.0004450009,0.000711809,0.04838102,0.0005400555,0.0002250373,0.005607503,0.0004453656,0.001246909,0.002870488,0.01391071,0.9254239,0.000192221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03702154,0.02044821,0.03277024,0.7631593,0.02265932,0.0003087869,0.00729543,0.01000911,0.1063281],"genre_scores_gemma":[0.3476869,0.03114518,0.09775946,0.3406127,0.06858453,0.0005396066,0.0116373,0.004920496,0.09711373],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03689882,"threshold_uncertainty_score":0.1234388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03640150203912187,"score_gpt":0.2833771334412644,"score_spread":0.2469756314021425,"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."}}