{"id":"W3041914742","doi":"10.1097/01.npr.0000681780.47800.a3","title":"The ABCs of atrial fibrillation","year":2020,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Mnemonic; Atrial fibrillation; Clinical Practice; Task (project management); Pathogenesis; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.0002115638,0.00005784426,0.0001082379,0.0000146819,0.0001521785,0.00001990942,0.00005262265,0.00002823415,0.0002157976],"category_scores_gemma":[0.0004962622,0.00002938943,0.0001473929,0.0001621612,0.00005402805,0.0001061377,0.00001217684,0.00007346331,0.0001589109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001215757,"about_ca_system_score_gemma":0.00003042097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007509073,"about_ca_topic_score_gemma":9.752561e-7,"domain_scores_codex":[0.9993566,0.00006253758,0.0001952949,0.00007876152,0.0002289158,0.00007793906],"domain_scores_gemma":[0.9992113,0.0003662705,0.0001597338,0.0001597049,0.00006689471,0.00003615205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01850238,0.00002252694,0.210141,0.0002747916,0.00234952,0.00001740051,0.01013969,0.01038641,0.02152908,0.3098064,0.2134953,0.2033355],"study_design_scores_gemma":[0.001170731,0.0001201028,0.03435036,0.00001187645,0.0002989345,0.000005538275,0.0007580789,0.001693731,0.0008677483,0.0007539669,0.9599013,0.00006766486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1870685,0.001270399,0.001785131,0.747673,0.001428106,0.001683184,0.00001102319,0.000181804,0.05889888],"genre_scores_gemma":[0.9927573,0.0001575446,0.000162619,0.0006036123,0.003712351,5.772463e-7,0.00001740497,0.00001036138,0.002578253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8056888,"threshold_uncertainty_score":0.2362832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0661293027385364,"score_gpt":0.3457557911970683,"score_spread":0.2796264884585319,"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."}}