{"id":"W1850989345","doi":"10.1016/j.pcad.2015.05.002","title":"Is the Guideline Process Replicable and, if Not, What Does This Mean?","year":2015,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"","keywords":"Guideline; Medicine; Process (computing); Evidence-based medicine; Expert opinion; Reliability (semiconductor); MEDLINE; Scientific evidence; Perspective (graphical); Management science; Intensive care medicine; Alternative medicine; Pathology; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004764026,0.0006729163,0.003421976,0.0002131998,0.0001262302,0.0003253562,0.0004758102,0.0003257228,0.0001682981],"category_scores_gemma":[0.003160613,0.0003638446,0.002257408,0.0006793065,0.0003648093,0.0006309713,0.0003993146,0.0007141896,0.00005574546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220222,"about_ca_system_score_gemma":0.001050213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007148009,"about_ca_topic_score_gemma":0.0000131753,"domain_scores_codex":[0.9932137,0.0007926398,0.002379782,0.001333047,0.001760801,0.0005200302],"domain_scores_gemma":[0.9947458,0.0008093641,0.000695037,0.002501674,0.000848663,0.0003994923],"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":[0.00008182628,0.0001839732,0.000818481,0.01267099,0.003038081,0.0001335698,0.0001429449,0.000001984646,1.908489e-9,0.000004722259,0.005891047,0.9770324],"study_design_scores_gemma":[0.001399324,0.00007454614,0.00005321757,0.009531889,0.02267515,0.000196227,0.0006860095,0.00007175373,6.926765e-7,0.0001488478,0.9647325,0.0004297836],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000240055,0.9920177,0.00002573834,0.002841603,0.000451093,0.00428404,0.0001766196,0.0001157988,0.00006342695],"genre_scores_gemma":[0.00009538016,0.9944183,0.0005478649,0.001236891,0.001068699,0.001697368,0.0006482009,0.000139098,0.0001482013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9766026,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1798565888532132,"score_gpt":0.4976290404409912,"score_spread":0.317772451587778,"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."}}