{"id":"W2107261762","doi":"10.1111/j.1742-1241.2007.01310.x","title":"Eminence-based guidelines: a quality assessment of the second Joint British Societies’ guidelines on the prevention of cardiovascular disease","year":2007,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Quality (philosophy); Clinical Practice; Canadian Cardiovascular Society; Independence (probability theory); Professional association; Disease; Family medicine; Medical education; Public relations; Pathology; Psychiatry; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05213239,0.0004002507,0.003013602,0.0001922765,0.00007641566,0.00008209759,0.001196048,0.0003919298,0.0005739212],"category_scores_gemma":[0.3056137,0.000245652,0.007585799,0.0003924245,0.000394374,0.00042786,0.0002771494,0.002402229,0.000006714195],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221422,"about_ca_system_score_gemma":0.006748356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001412792,"about_ca_topic_score_gemma":0.00001921575,"domain_scores_codex":[0.9737844,0.003568909,0.01687504,0.0004833567,0.005057905,0.0002303418],"domain_scores_gemma":[0.9349369,0.02713383,0.02022677,0.001173013,0.01626495,0.0002645262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008281348,0.001861436,0.0001688536,0.002595553,0.009049213,0.0001631288,0.00001034593,0.0002641637,0.000001621812,0.00026408,0.04261903,0.9421744],"study_design_scores_gemma":[0.002266147,0.0004910276,0.001308427,0.02050838,0.008940071,0.0003381063,0.0001869069,0.0002256795,0.000004197748,0.0003738403,0.9651591,0.0001981819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001062964,0.9255875,0.01541182,0.04660848,0.006985831,0.00240525,0.0004040699,0.00001763303,0.001516409],"genre_scores_gemma":[0.0008882116,0.9645504,0.02082917,0.009176166,0.00383474,0.00002425268,0.00007730596,0.00006440877,0.0005553353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9419762,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7432923035371217,"score_gpt":0.6752283924599485,"score_spread":0.06806391107717324,"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."}}