{"id":"W4320729293","doi":"10.3390/nu15040940","title":"Effect of Prolonged and Substantial Weight Loss on Incident Atrial Fibrillation: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Nutrients","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Atrial fibrillation; Meta-analysis; Medicine; Internal medicine; 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":[0.01524464,0.003222732,0.01953383,0.007216228,0.0007145082,0.003238676,0.002364764,0.002524018,0.003279393],"category_scores_gemma":[0.02907716,0.001619589,0.0539147,0.007234332,0.0007216549,0.001953793,0.001637257,0.002204097,0.0002538157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003009871,"about_ca_system_score_gemma":0.003599149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007490142,"about_ca_topic_score_gemma":0.0134744,"domain_scores_codex":[0.9901512,0.00494559,0.002529215,0.001011857,0.001045581,0.0003166208],"domain_scores_gemma":[0.9845107,0.01114154,0.002426686,0.0005278776,0.001140345,0.0002528482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002101846,0.00003256254,0.003070459,0.2287159,0.7574125,0.0001157249,0.0000544163,0.0007373484,0.0001497614,0.0001075674,0.0004169339,0.00708495],"study_design_scores_gemma":[0.0004325018,0.0001317143,0.002091644,0.01128643,0.9849311,0.0000608884,0.00002110223,0.0002122316,0.00005997546,0.0001215704,0.0006349057,0.00001591825],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005584914,0.9924648,0.0006745426,0.000188051,0.0001556858,0.0002883603,0.0004331531,0.00002833237,0.0001821792],"genre_scores_gemma":[0.2248295,0.767964,0.002880032,0.0009238494,0.0003132421,0.001672204,0.001024414,0.00003470819,0.0003580386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01953383,"threshold_uncertainty_score":0.08062238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118501423252716,"score_gpt":0.4082633606277492,"score_spread":0.2897619373750332,"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."}}