{"id":"W4292063144","doi":"10.1148/radiol.221784","title":"Plaque and Physiologic Structure: Complimentary Tools for Understanding Risk","year":2022,"lang":"en","type":"letter","venue":"Radiology","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; MEDLINE; Guideline; Myocardial infarction; Coronary angiography; Chest pain; Medical physics; Internal medicine; Radiology; Pathology","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":[0.006895621,0.0009965901,0.00173745,0.001239572,0.003565942,0.005545894,0.002051944,0.06384338,0.004325095],"category_scores_gemma":[0.03176328,0.001068698,0.001053657,0.0006531227,0.005798685,0.006564853,0.002559976,0.05511353,0.00364082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003372608,"about_ca_system_score_gemma":0.002968306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722334,"about_ca_topic_score_gemma":0.0111841,"domain_scores_codex":[0.9950625,0.002267707,0.0006292773,0.0005093883,0.001108147,0.0004229638],"domain_scores_gemma":[0.9820192,0.01311163,0.0005164092,0.0005940943,0.002253529,0.001505192],"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":[0.0001539354,0.0001305359,0.00412704,0.0001633223,0.00005083921,0.01490931,0.00105961,0.0001439622,0.0005013607,0.02088103,0.9231526,0.03472639],"study_design_scores_gemma":[0.0002462763,0.0001994209,0.00387472,0.001135952,0.0001128333,0.02842424,0.002883554,0.002877695,0.0005791903,0.1109693,0.8484858,0.0002109392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005165338,0.001717792,0.0004001574,0.9879083,0.005961787,0.00001353862,0.00002131783,0.00001897909,0.00344166],"genre_scores_gemma":[0.01363301,0.003196915,0.002124627,0.8800109,0.09303493,0.00008060905,0.00002173295,0.00003137051,0.007865852],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06384338,"threshold_uncertainty_score":0.03646797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05668070358815841,"score_gpt":0.2844836045965917,"score_spread":0.2278029010084333,"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."}}