{"id":"W1976103879","doi":"10.1210/jc.2007-1907","title":"A Case for Clarity, Consistency, and Helpfulness: State-of-the-Art Clinical Practice Guidelines in Endocrinology Using the Grading of Recommendations, Assessment, Development, and Evaluation System","year":2008,"lang":"en","type":"article","venue":"The Journal of Clinical Endocrinology & Metabolism","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); CLARITY; Guideline; Medicine; Clinical Practice; Consistency (knowledge bases); Helpfulness; Medical education; Psychology; Family medicine; Pathology; Computer science; Social psychology; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0253391,0.000216494,0.001386856,0.0001944377,0.0003169874,0.0000118944,0.0002780289,0.0001499616,0.000009552073],"category_scores_gemma":[0.05785629,0.0001231466,0.0002778153,0.0002554686,0.001027501,0.0003406634,0.0002702603,0.001278947,4.753852e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006255163,"about_ca_system_score_gemma":0.001717194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964375,"about_ca_topic_score_gemma":0.0001869401,"domain_scores_codex":[0.9853256,0.005257774,0.008193642,0.0003004348,0.0005614068,0.0003611045],"domain_scores_gemma":[0.9658817,0.02501696,0.005479146,0.0004566596,0.003047006,0.00011855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005698224,0.001680998,0.1822845,0.0004365913,0.003005345,0.0007184593,0.001480961,0.0002138984,0.0006382642,0.005070889,0.00542464,0.7933472],"study_design_scores_gemma":[0.05274739,0.002411436,0.4338621,0.001073377,0.01601232,0.2554849,0.01949365,0.01999565,0.002007852,0.004862778,0.1914104,0.0006381181],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557148,0.002548089,0.004567956,0.03433108,0.001501233,0.001263203,0.00001328518,0.000007766542,0.00005255588],"genre_scores_gemma":[0.9052334,0.004208745,0.08785415,0.00219768,0.0004353785,0.00002357656,0.000004808096,0.00002232276,0.00001988347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7927092,"threshold_uncertainty_score":0.9500798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.496746319049253,"score_gpt":0.5861345456393515,"score_spread":0.08938822659009849,"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."}}