{"id":"W3200996390","doi":"10.1007/978-3-030-81515-8_13","title":"Cardiovascular Calcification in Systemic Diseases","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Calcification; Medicine; Cardiology; Intensive care medicine; Internal medicine","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":[0.0002760447,0.0007519961,0.0005941256,0.00140901,0.0007289141,0.001772061,0.0006274176,0.001496739,0.05487049],"category_scores_gemma":[0.0007648183,0.0002734747,0.0003110942,0.001089412,0.0007680203,0.001446864,0.001387204,0.002570733,0.01952267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007038537,"about_ca_system_score_gemma":0.0008291123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001870891,"about_ca_topic_score_gemma":0.007610521,"domain_scores_codex":[0.9998542,0.00003038236,0.000005898984,0.00001423995,0.00008249516,0.00001279785],"domain_scores_gemma":[0.9997999,0.0001221823,0.000008671176,0.00001250313,0.00003161233,0.00002512143],"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":[0.00001780942,0.00006263309,0.00007811953,0.0004425514,0.000005349392,0.0001985889,0.0003365226,0.0002187949,0.0004249942,0.05275248,0.7154809,0.2299813],"study_design_scores_gemma":[0.000003848691,0.00001166596,0.0001622109,0.0003000427,0.00000305805,0.0003136119,0.0000462477,0.0000462335,0.00004474489,0.009549648,0.9895153,0.00000340836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006070609,0.2079066,0.002355254,0.007345764,0.0116296,0.00005341399,0.0001379098,0.000136457,0.769828],"genre_scores_gemma":[0.002656691,0.06626485,0.00168358,0.004745756,0.005155109,0.00004996671,0.0001020007,0.00007136177,0.9192707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05487049,"threshold_uncertainty_score":0.1835601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237627933847216,"score_gpt":0.2548352629029417,"score_spread":0.2324589835644695,"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."}}