{"id":"W3131719049","doi":"10.3389/fcvm.2021.638399","title":"Multimodality Imaging in Transcatheter Mitral Interventions","year":2021,"lang":"en","type":"review","venue":"Frontiers in Cardiovascular Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Multimodality; Medicine; Modalities; Psychological intervention; Cardiac imaging; Radiology; Clinical Practice; Mitral valve; Modality (human–computer interaction); Cardiology; Medical physics; Computer science; Physical therapy; Artificial intelligence","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":[0.001016728,0.000756873,0.001516025,0.002666417,0.0002444725,0.001351809,0.0007161952,0.001194674,0.003351325],"category_scores_gemma":[0.001466405,0.0002727073,0.0007334694,0.00195682,0.0005429747,0.001386776,0.00087071,0.001790853,0.001152009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006587495,"about_ca_system_score_gemma":0.001313122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051094,"about_ca_topic_score_gemma":0.001839597,"domain_scores_codex":[0.9996746,0.00008545907,0.00006052695,0.00004006142,0.0001155693,0.0000237707],"domain_scores_gemma":[0.9992336,0.0004984733,0.00008994305,0.00001483688,0.0001361275,0.00002703142],"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":[0.0000650329,0.00003924958,0.0001417431,0.03107134,0.0001513467,0.0001577614,0.00006715667,0.0003050853,0.001041188,0.004152519,0.01983997,0.9429677],"study_design_scores_gemma":[0.00002978188,0.0001187768,0.0013831,0.02326888,0.0003314907,0.002411045,0.00009831241,0.0001851376,0.0004957058,0.003953411,0.9676886,0.00003569313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004899386,0.9990917,0.00007234976,0.0002013789,0.0001347397,0.000003014717,0.000007174611,0.00000271247,0.0004378537],"genre_scores_gemma":[0.0003822267,0.999014,0.0001397151,0.0001437595,0.0001500939,0.000004559088,0.00001091237,8.213894e-7,0.0001539116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003351325,"threshold_uncertainty_score":0.01121134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653737881803743,"score_gpt":0.3973976767398038,"score_spread":0.3508602979217663,"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."}}