{"id":"W4385872074","doi":"10.1093/eurheartj/ehad495","title":"Barbara Casadei receives award for outstanding research into atrial fibrillation","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00370442,0.001131493,0.001272451,0.001607398,0.001286045,0.004041513,0.0009629113,0.003620552,0.09953234],"category_scores_gemma":[0.01205374,0.0003237632,0.0008331085,0.0008235839,0.0009637232,0.001881447,0.002409691,0.006180661,0.06605953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001994114,"about_ca_system_score_gemma":0.004702321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659871,"about_ca_topic_score_gemma":0.006200822,"domain_scores_codex":[0.9968624,0.0003850806,0.0002455376,0.0004638787,0.001577485,0.000465582],"domain_scores_gemma":[0.9860504,0.001220869,0.0005581791,0.0003948186,0.004197809,0.007577843],"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":[0.00005840735,0.00002305657,0.0003674851,0.0001140465,0.00001320988,0.0001675635,0.00006785283,0.00004606437,0.0001863687,0.003045604,0.9165365,0.07937389],"study_design_scores_gemma":[0.0000278683,0.0000729895,0.0007712438,0.00023668,0.000009990683,0.001293998,0.00006274687,0.00005955673,0.0001429269,0.001037686,0.9962689,0.0000154751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00211649,0.1025123,0.002522876,0.39042,0.2934756,0.0002223548,0.001589265,0.0007809338,0.2063602],"genre_scores_gemma":[0.03106456,0.1627994,0.005456658,0.06900813,0.13505,0.0001635132,0.001639777,0.0007580604,0.5940599],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09953234,"threshold_uncertainty_score":0.3329688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3353031061372501,"score_gpt":0.4777979929824822,"score_spread":0.1424948868452321,"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."}}