{"id":"W4283728631","doi":"10.1161/atvbaha.122.317111","title":"Microcalcification and Thoracic Aortopathy: A Window Into Disease Severity","year":2022,"lang":"en","type":"article","venue":"Arteriosclerosis Thrombosis and Vascular Biology","topic":"Dermatological and Skeletal Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; St. Michael's Hospital; St. Paul's Hospital","funders":"British Heart Foundation; Wellcome Trust","keywords":"Microcalcification; Pathology; Medicine; Osteopontin; Calcification; Elastin; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812026,0.0001760956,0.0002126092,0.00003813153,0.0004256745,0.00003110481,0.0001385912,0.00008401572,0.00004220361],"category_scores_gemma":[0.00002461677,0.0001593249,0.0001075795,0.00008608938,0.0002376848,0.000007237116,0.0003762032,0.00009757438,0.000003789723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008429386,"about_ca_system_score_gemma":0.00002063548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002694062,"about_ca_topic_score_gemma":0.00001247535,"domain_scores_codex":[0.9987469,0.0002328102,0.0001873675,0.0005278975,0.00007483351,0.0002302365],"domain_scores_gemma":[0.9994908,0.00001056707,0.00006280373,0.00027435,0.00002441934,0.0001370655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001800777,0.0001770673,0.3166251,0.00003864426,0.00009545301,1.282259e-7,0.0001346966,0.000003146316,0.6781507,0.0006548377,0.0002189898,0.003883206],"study_design_scores_gemma":[0.000330175,0.0002349451,0.973833,0.000004264377,0.00004140859,0.000001264897,0.0001740586,0.00007098688,0.0005719276,0.0007601942,0.02373134,0.0002464148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974469,0.000729734,0.0005857465,0.0008145904,0.00007548445,0.0002036001,0.00003535855,0.0000207591,0.00008781358],"genre_scores_gemma":[0.9955545,0.002661017,0.0001905817,0.001180527,0.00003524499,0.0001345979,0.0002219183,0.00001440583,0.0000071934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6775788,"threshold_uncertainty_score":0.6497081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705097438176536,"score_gpt":0.2757472719922295,"score_spread":0.2586962976104641,"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."}}