{"id":"W2283918886","doi":"10.5867/medwave.2016.01.6365","title":"Current clinical practice guidelines in atrial fibrillation: a review","year":2016,"lang":"en","type":"review","venue":"Medwave","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nice; Medicine; Guideline; Excellence; Clinical Practice; CLARITY; Family medicine; Pathology","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":[0.01628802,0.001203984,0.003085104,0.01243539,0.0008039319,0.00313282,0.002384041,0.002325353,0.003981636],"category_scores_gemma":[0.06314322,0.0009397563,0.00243759,0.01426085,0.001147437,0.003807388,0.001843002,0.002403034,0.00084053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859013,"about_ca_system_score_gemma":0.01749576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395838,"about_ca_topic_score_gemma":0.0157517,"domain_scores_codex":[0.9867114,0.00423927,0.004581611,0.0006775769,0.003551515,0.0002386069],"domain_scores_gemma":[0.9521413,0.03139118,0.007146479,0.0006365554,0.008073977,0.0006104819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00004851563,0.00005888834,0.000916412,0.2932484,0.0006271779,0.0001191262,0.0006780835,0.0002188599,0.0001540257,0.002827524,0.02427888,0.6768241],"study_design_scores_gemma":[0.00006664306,0.00008809545,0.002991332,0.670172,0.002883311,0.0006385278,0.0008444836,0.000175188,0.0001417063,0.002683973,0.3192632,0.00005154406],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001380037,0.9969782,0.0002512193,0.001704862,0.0003365885,0.00007651681,0.00005479288,0.000006164899,0.0004536301],"genre_scores_gemma":[0.001767455,0.9954733,0.001516702,0.0007918769,0.0001695315,0.0001158475,0.00008213065,0.000003406133,0.00007971033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01628802,"threshold_uncertainty_score":0.08614028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6239199904899516,"score_gpt":0.6733238017755031,"score_spread":0.04940381128555149,"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."}}