{"id":"W3048302577","doi":"10.1136/openhrt-2020-001326","title":"Value of FEops HEARTguide patient-specific computational simulations in the planning of left atrial appendage closure with the Amplatzer Amulet closure device: rationale and design of the PREDICT-LAA study","year":2020,"lang":"en","type":"article","venue":"Open Heart","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Montreal Heart Institute","funders":"Novo Nordisk Fonden; Abbott Laboratories","keywords":"Closure (psychology); Appendage; Medicine; Value (mathematics); Cardiology; Internal medicine; Computer science; Anatomy","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":[0.0006269207,0.0001097848,0.0003211585,0.00004207916,0.0001445408,0.00003381164,0.0001768374,0.00003498811,0.00006825806],"category_scores_gemma":[0.0001165744,0.00005619567,0.00007259006,0.0003203632,0.0001054781,0.0001153997,0.0001214917,0.0001305525,0.00000137869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009542338,"about_ca_system_score_gemma":0.0001050171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004352704,"about_ca_topic_score_gemma":0.00001780548,"domain_scores_codex":[0.9982836,0.0004270678,0.0004717213,0.0001737744,0.000547508,0.00009634579],"domain_scores_gemma":[0.9984277,0.0009853668,0.0002226439,0.0002122161,0.0001224862,0.00002960878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007241842,0.0000288073,0.7729537,0.00002923922,0.00009016668,0.000001499095,0.005824411,0.21665,0.0001186104,0.000453205,0.003092498,0.00003363705],"study_design_scores_gemma":[0.003607894,0.0007502035,0.9722971,0.00008199547,0.0001433779,0.000005760616,0.003869694,0.009967903,0.00006308073,0.00008165849,0.009055892,0.00007540547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843554,0.0001389672,0.001146415,0.009804316,0.00004676904,0.004267276,0.00005234267,0.000005897068,0.0001825675],"genre_scores_gemma":[0.9978206,0.000002131763,0.001567468,0.0003953701,0.00011983,0.000001857987,0.00003678701,0.00001054312,0.0000454661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066821,"threshold_uncertainty_score":0.2291593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206369937096734,"score_gpt":0.3519436660535554,"score_spread":0.231306672343882,"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."}}