{"id":"W2128030791","doi":"","title":"Underrepresentation of individuals 80 years of age and older in chronic disease clinical practice guidelines.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gerontology; Disease; Chronic disease; Population; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003365966,0.00008718621,0.0003288387,0.0001366104,0.000008292129,0.000005511592,0.00007452617,0.00007886541,0.00006042254],"category_scores_gemma":[0.03814603,0.00008765847,0.00007582381,0.0002225746,0.0001437379,0.0003189743,0.00008775023,0.0001822166,0.000003218863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000057806,"about_ca_system_score_gemma":0.0002346053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006418173,"about_ca_topic_score_gemma":0.00007970909,"domain_scores_codex":[0.9970722,0.0002218575,0.001888115,0.0002658409,0.000367392,0.0001846438],"domain_scores_gemma":[0.9970078,0.001426704,0.0007029861,0.0003138566,0.000356613,0.0001920636],"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":[0.0007501497,0.0007153383,0.4796761,0.0001671857,0.0001357905,0.0001083519,0.0004102334,0.000006928432,0.00004358232,0.0002224812,0.002426455,0.5153374],"study_design_scores_gemma":[0.003396166,0.00009095887,0.9931296,0.00004477914,0.0003373478,0.000006938704,0.0004597838,0.00007782347,0.00006708722,0.0004499957,0.001868857,0.00007073831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932927,0.0006465648,0.0003485249,0.003145821,0.0001904221,0.001509303,0.00001623893,0.00001739906,0.0008329868],"genre_scores_gemma":[0.9913599,0.0004969451,0.006587463,0.001156563,0.0001413306,0.0001454048,0.00003922602,0.00001631191,0.00005683533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5152667,"threshold_uncertainty_score":0.9699561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5109797213259311,"score_gpt":0.5392754048183088,"score_spread":0.02829568349237777,"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."}}