{"id":"W4319786705","doi":"10.3390/app13042209","title":"Biomedical Imaging Technologies for Cardiovascular Disease","year":2023,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Disease; 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":[0.002197833,0.0008466524,0.0008706809,0.001980389,0.0007444186,0.002785072,0.00117655,0.002128076,0.02125631],"category_scores_gemma":[0.004272494,0.0002791726,0.0006354231,0.001704343,0.001263695,0.002247384,0.002153081,0.003166653,0.01306595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008512638,"about_ca_system_score_gemma":0.00153617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008179921,"about_ca_topic_score_gemma":0.0007895349,"domain_scores_codex":[0.9985172,0.0003540006,0.0001063468,0.0001734148,0.0007515909,0.00009748582],"domain_scores_gemma":[0.9977041,0.0007379324,0.0002324953,0.0001977424,0.0009751983,0.0001525865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144164,0.0000735372,0.0008737296,0.003719771,0.0001005616,0.0004229355,0.0002493451,0.0007721991,0.02072618,0.09926532,0.1917659,0.6819162],"study_design_scores_gemma":[0.00001350954,0.00008955962,0.001005645,0.001084237,0.00004561328,0.001384512,0.00009764923,0.0007755693,0.004980232,0.03317152,0.957306,0.00004599691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003210647,0.717627,0.1182927,0.04409777,0.01867528,0.0002677356,0.001276676,0.001764814,0.09478736],"genre_scores_gemma":[0.05144952,0.7026735,0.1433544,0.01844913,0.01791442,0.000488816,0.001406846,0.0004325519,0.06383083],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02125631,"threshold_uncertainty_score":0.07110941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258453776785431,"score_gpt":0.2912184606552484,"score_spread":0.2686339228873941,"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."}}