{"id":"W2945913133","doi":"10.1016/j.cjca.2019.05.019","title":"Reducing the Burden of Atrial Fibrillation Cost: Is Integrated Care the Answer?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; Hospital Research Foundation","keywords":"Medicine; Atrial fibrillation; Incidence (geometry); Stroke (engine); Heart failure; Stroke risk; Intensive care medicine; Cardiology; Internal medicine; Emergency medicine; Ischemic stroke","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004432913,0.0005761071,0.001812501,0.0009377023,0.004207575,0.005452092,0.002003942,0.04180653,0.01549724],"category_scores_gemma":[0.05021114,0.0004150858,0.001321407,0.001353249,0.003440157,0.006309955,0.002164837,0.03533264,0.004227425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088041,"about_ca_system_score_gemma":0.02016161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05604156,"about_ca_topic_score_gemma":0.08145738,"domain_scores_codex":[0.9942967,0.001620239,0.0006553145,0.0004174406,0.002036167,0.0009740907],"domain_scores_gemma":[0.9666317,0.01556374,0.001761109,0.0005237696,0.007844798,0.007674856],"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":[0.00009307457,0.0001112199,0.001858707,0.0001694108,0.00004701601,0.0007312446,0.0001429781,0.0001399549,0.0001181826,0.007857847,0.9518098,0.03692065],"study_design_scores_gemma":[0.000622179,0.0001987428,0.00681783,0.003139526,0.0001723738,0.002635651,0.001649164,0.001389381,0.0002148432,0.04093074,0.9420493,0.0001804039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000132751,0.001051615,0.00003097847,0.9955736,0.002292008,0.000001860641,0.00001685119,0.000003663748,0.0008967107],"genre_scores_gemma":[0.00635355,0.005758625,0.0004528488,0.9361925,0.04944724,0.00002193628,0.00005875159,0.00001564478,0.001698936],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05604156,"threshold_uncertainty_score":0.1114308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04250104132606034,"score_gpt":0.2918688636902973,"score_spread":0.249367822364237,"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."}}