{"id":"W4256608425","doi":"10.2165/00151234-201206500-00002","title":"Canadian guidelines for AF published","year":2012,"lang":"en","type":"article","venue":"PharmacoEconomics & Outcomes News","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality of Life Research; Public health; Medicine; Nursing","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":[0.004766537,0.001912511,0.001757501,0.01124371,0.004035217,0.006989424,0.003964222,0.006743383,0.1288844],"category_scores_gemma":[0.02347876,0.0009882856,0.002944421,0.009845472,0.001761559,0.001637537,0.002130293,0.007049519,0.04609611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03063747,"about_ca_system_score_gemma":0.1489775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8912838,"about_ca_topic_score_gemma":0.9288825,"domain_scores_codex":[0.9912633,0.0006747062,0.0007891256,0.0003129697,0.00565131,0.001308649],"domain_scores_gemma":[0.9732018,0.001475942,0.0007857388,0.0005736004,0.02114455,0.00281831],"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":[0.000007073728,0.000006669844,0.00006875287,0.0001055209,0.000004516702,0.00002252191,0.000011457,0.00002673034,0.000008333028,0.0009409075,0.9871716,0.01162608],"study_design_scores_gemma":[0.00004005614,0.000004881215,0.0009632063,0.0007991432,0.0000204992,0.00008035251,0.00004801702,0.0000313103,0.00002690748,0.0008331203,0.9971331,0.00001931068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007263311,0.09526113,0.001816153,0.1965266,0.07592784,0.001020556,0.0614187,0.001185611,0.5661171],"genre_scores_gemma":[0.01009155,0.1228,0.01121705,0.05931232,0.01170478,0.001062414,0.05492363,0.0009538346,0.7279345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1288844,"threshold_uncertainty_score":0.4311612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577735194765171,"score_gpt":0.4458158944863247,"score_spread":0.2880423750098076,"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."}}