{"id":"W4389084130","doi":"10.1093/eurheartj/ehad744","title":"Atrial fibrillation first detected after stroke: is timing and detection intensity relevant for stroke risk?","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Biostatistics; Stroke (engine); Epidemiology; Neurology; Library science; Internal medicine; Psychiatry","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":[0.003925241,0.000356562,0.0008091839,0.001134449,0.0002282582,0.001448357,0.0007845004,0.001245543,0.003760869],"category_scores_gemma":[0.02666814,0.0003147067,0.001231629,0.001779663,0.0004809632,0.001249983,0.0004499972,0.001196453,0.000651543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002706301,"about_ca_system_score_gemma":0.000306086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466677,"about_ca_topic_score_gemma":0.001681091,"domain_scores_codex":[0.9977088,0.0009396694,0.0004355651,0.0004595144,0.0002974886,0.0001589987],"domain_scores_gemma":[0.9789564,0.01078821,0.007675633,0.0009227885,0.0007767787,0.0008801763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008534655,0.00006131912,0.9790139,0.0001307346,0.0004352716,0.0001047068,0.00008583492,0.000132223,0.000246679,0.000173521,0.0006058731,0.0181566],"study_design_scores_gemma":[0.00002880239,0.0002119408,0.9954113,0.00009420104,0.0004243608,0.0006307178,0.00021039,0.001141032,0.0001581418,0.0006364765,0.001033379,0.00001917448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557241,0.02590764,0.003117594,0.003672038,0.0004498717,0.00006319938,0.001449192,0.00004547472,0.009570871],"genre_scores_gemma":[0.9963814,0.001611704,0.0006641442,0.000194885,0.000434323,0.00001725247,0.0003471534,0.00001499793,0.0003340728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003925241,"threshold_uncertainty_score":0.02075887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756306556075116,"score_gpt":0.32236128800676,"score_spread":0.2467306323992484,"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."}}