{"id":"W3006528298","doi":"10.1007/978-3-030-27584-6_5","title":"Assessment and Follow-Up","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Prosthesis; Context (archaeology); Endocarditis; Radiology; Magnetic resonance imaging; Computed tomography angiography; Angiography; Thrombosis; Cardiac magnetic resonance; Surgery","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":[0.001099184,0.0004746224,0.0004956436,0.001141686,0.0006607638,0.0009812706,0.0009443694,0.0008646473,0.05242618],"category_scores_gemma":[0.003004072,0.0001610205,0.0003482185,0.0004048474,0.0002245673,0.0009067609,0.001056379,0.001242893,0.0359157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386745,"about_ca_system_score_gemma":0.001497109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00329292,"about_ca_topic_score_gemma":0.004397642,"domain_scores_codex":[0.999529,0.0001105127,0.00004129782,0.00006202286,0.0001837411,0.00007334514],"domain_scores_gemma":[0.9994426,0.0001025693,0.00003893397,0.0000572757,0.0002390773,0.0001193979],"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":[0.0001306566,0.0004580329,0.01166671,0.0001490808,0.00001342096,0.001750402,0.0006428151,0.0003171895,0.001205769,0.005684112,0.1471417,0.8308401],"study_design_scores_gemma":[0.00004118597,0.0003302372,0.05103125,0.001835056,0.00005257492,0.01320907,0.00153662,0.0009642165,0.001551554,0.01947024,0.9099011,0.00007685216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02956546,0.01308127,0.03564788,0.01532843,0.00381327,0.001325725,0.003548612,0.0008850067,0.8968043],"genre_scores_gemma":[0.1371591,0.01476453,0.03519708,0.007567591,0.001364129,0.001246686,0.004333089,0.0002712272,0.7980967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05242618,"threshold_uncertainty_score":0.175383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460087585580993,"score_gpt":0.3452778490951763,"score_spread":0.3206769732393663,"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."}}