{"id":"W2327419802","doi":"10.1097/hco.0000000000000088","title":"Left atrial volume and function in patients with atrial fibrillation","year":2014,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Atrial fibrillation; Medicine; Cardiology; Cardioversion; Sinus rhythm; Catheter ablation; Internal medicine; Magnetic resonance imaging; Radiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004844686,0.0003582844,0.00223797,0.0006269317,0.00003602129,0.00001875408,0.00005893097,0.0003922988,0.00002844916],"category_scores_gemma":[0.0002066273,0.0002761951,0.000591603,0.0002758066,0.00006624786,0.00008324442,0.00008693739,0.0003447837,0.00004382117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177946,"about_ca_system_score_gemma":0.0001160188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005227004,"about_ca_topic_score_gemma":0.000001659358,"domain_scores_codex":[0.9976435,0.0004447111,0.0008511155,0.0005466699,0.0002402713,0.0002737212],"domain_scores_gemma":[0.9989762,0.0002360554,0.0003819996,0.0002710969,0.00006276859,0.00007183253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000349921,7.523089e-7,0.4956122,0.003583385,0.0001024567,2.611618e-7,0.000007985231,0.00008079,9.879568e-10,0.0000652518,0.0003292872,0.4998677],"study_design_scores_gemma":[0.003928333,0.0003420847,0.1500747,0.002890787,0.0004806329,0.000004961938,0.000002417693,0.00003488664,6.078866e-10,0.00002140038,0.8419987,0.0002211588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005910281,0.9847155,0.0002488333,0.00006561379,0.01200113,0.002239258,0.00001841606,0.00003923961,0.00008097044],"genre_scores_gemma":[0.0008136966,0.9823186,0.00002368721,0.000002468218,0.01492261,0.000002237505,0.00182756,0.00003782867,0.00005130534],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8416694,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08901072877372401,"score_gpt":0.3776464600349825,"score_spread":0.2886357312612585,"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."}}