{"id":"W2884145709","doi":"10.1161/circimaging.117.007562","title":"Quantification of Coronary Atherosclerosis in the Assessment of Coronary Artery Disease","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Imaging","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Cardiology; Coronary artery disease; Internal medicine; Coronary atherosclerosis; Artery","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":[0.007378995,0.0009342676,0.0006564857,0.001665394,0.0002059803,0.000998548,0.0006626488,0.0006631968,0.0006996492],"category_scores_gemma":[0.006134762,0.0003299743,0.0003580065,0.001078408,0.0005254738,0.00056911,0.000980992,0.0008597423,0.0003106428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440648,"about_ca_system_score_gemma":0.0003961796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007451074,"about_ca_topic_score_gemma":0.001022148,"domain_scores_codex":[0.9967443,0.002077793,0.0002163219,0.0003223761,0.0005320234,0.0001070724],"domain_scores_gemma":[0.9948959,0.001863581,0.002166923,0.0002603865,0.0004767322,0.0003364071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004880164,0.0001142462,0.9696638,0.0001621939,0.0002168753,0.00005021221,0.00007223197,0.0006883956,0.002151405,0.0001263161,0.0002551059,0.02601115],"study_design_scores_gemma":[0.00006298644,0.00148463,0.9868946,0.0001390916,0.0003071057,0.001294572,0.0001002159,0.005661224,0.0015389,0.0006511249,0.00181356,0.00005209861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685187,0.01703811,0.01015912,0.0003848858,0.0001319329,0.0001900902,0.0008447299,0.00008801389,0.002644426],"genre_scores_gemma":[0.9858323,0.002091333,0.01104575,0.00008845171,0.0001761025,0.00009485059,0.0003487191,0.000007031653,0.0003155472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007378995,"threshold_uncertainty_score":0.03902435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912938527112988,"score_gpt":0.2932293977606596,"score_spread":0.2641000124895297,"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."}}