{"id":"W3217384760","doi":"10.1177/17151635211058160","title":"The 2020 CCS atrial fibrillation guidelines for pharmacists: Top 10 takeaways","year":2021,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute; Vancouver General Hospital; University of Toronto; University of British Columbia; University Health Network","funders":"","keywords":"Atrial fibrillation; Cardiology; Internal medicine; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02038814,0.001668261,0.002203516,0.00363219,0.003126872,0.00855139,0.003417187,0.01846258,0.02788722],"category_scores_gemma":[0.07128607,0.001080913,0.004634636,0.00273091,0.001790214,0.004038983,0.005060491,0.01428144,0.0125608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01588926,"about_ca_system_score_gemma":0.1197583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2210866,"about_ca_topic_score_gemma":0.4615458,"domain_scores_codex":[0.9779474,0.003529764,0.001849948,0.0007004237,0.01231762,0.00365481],"domain_scores_gemma":[0.8928525,0.01145808,0.005955869,0.00094553,0.04932925,0.03945876],"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":[0.00006192291,0.00007802307,0.001228651,0.0002768623,0.00003842209,0.00006114483,0.00003935598,0.0001142871,0.00005553286,0.001270064,0.9458584,0.05091732],"study_design_scores_gemma":[0.0004564565,0.0001886224,0.01860239,0.00677115,0.0002620986,0.0001754968,0.0005880347,0.0007223847,0.00016483,0.003855359,0.9680651,0.0001480807],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001336254,0.02705948,0.0009594935,0.9150971,0.03039533,0.000203395,0.003800256,0.0005264447,0.02062228],"genre_scores_gemma":[0.02965794,0.06396108,0.01870096,0.7839944,0.04321062,0.0008847282,0.01526284,0.0004954632,0.0438321],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.7789134,"threshold_uncertainty_score":0.4395994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1448450485033638,"score_gpt":0.3804469308176259,"score_spread":0.2356018823142621,"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."}}