{"id":"W2925078226","doi":"10.1016/j.hrthm.2019.03.021","title":"Systematic review of biological therapies for atrial fibrillation","year":2019,"lang":"en","type":"review","venue":"Heart Rhythm","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Sinus rhythm; Confidence interval; Internal medicine; Odds ratio; Cardiology; Animal studies; Biological effect; Meta-analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007383354,0.0002705538,0.004455402,0.0001269793,0.00003003197,0.000009768208,0.00004781229,0.0002278272,0.0001266345],"category_scores_gemma":[0.0008907851,0.0001598013,0.002498113,0.0002098483,0.00002688818,0.0000341643,0.00003549575,0.00007702621,0.0001666253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004589128,"about_ca_system_score_gemma":0.0001137029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.942129e-7,"about_ca_topic_score_gemma":6.169132e-8,"domain_scores_codex":[0.9978747,0.0002005815,0.001273588,0.0002599053,0.0002297273,0.0001615356],"domain_scores_gemma":[0.9978025,0.0009210225,0.0006880943,0.0004274051,0.0001191305,0.0000418371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001534933,6.36015e-7,0.00001134853,0.9779231,0.0004223433,5.671664e-7,0.00000465797,1.194886e-7,5.266536e-8,0.0004463657,0.0007880284,0.02038745],"study_design_scores_gemma":[0.0001799536,0.00009706101,0.000002316386,0.4226154,0.002922097,0.00006439201,0.000001991219,0.000002756697,7.79992e-8,0.0000112754,0.5740123,0.00009033706],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001076739,0.9889982,0.00006688173,0.0003596697,0.0004608535,0.009944003,0.00002583309,0.00004490471,0.00009853466],"genre_scores_gemma":[0.000001602919,0.9953867,0.0005298713,0.0001187418,0.002038118,0.00002058273,0.0003078621,0.00003235341,0.001564133],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5732243,"threshold_uncertainty_score":0.6516507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967682103194038,"score_gpt":0.423996866569885,"score_spread":0.2272286562504812,"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."}}