{"id":"W1977819553","doi":"10.14219/jada.archive.2004.0301","title":"Conducting systematic reviews and creating clinical practice guidelines in dentistry","year":2004,"lang":"en","type":"article","venue":"The Journal of the American Dental Association","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Systematic review; Guideline; Mandate; Relevance (law); Quality (philosophy); MEDLINE; Clinical Practice; Process (computing); Medicine; Best practice; Resource (disambiguation); Medical education; Management science; Family medicine; Computer science; Political science; 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":[0.02127955,0.0001042626,0.0006558126,0.00004855392,0.0001187215,0.00003789749,0.0001638261,0.00003809481,0.000003674179],"category_scores_gemma":[0.2153708,0.00005576883,0.0001832952,0.0003473642,0.00007924877,0.0003591555,0.00008722672,0.0005812792,0.000009271269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006035017,"about_ca_system_score_gemma":0.0001462195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006843676,"about_ca_topic_score_gemma":0.0001740992,"domain_scores_codex":[0.9942666,0.001770689,0.003111318,0.00009358866,0.0006152134,0.0001426133],"domain_scores_gemma":[0.9823175,0.006997359,0.009640751,0.0002119084,0.0007647077,0.00006776375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001205148,0.0007760951,0.9515125,0.00186055,0.001006807,0.0001073485,0.00255334,0.0004050506,0.007425601,0.00008797613,0.005589319,0.02747029],"study_design_scores_gemma":[0.01323144,0.002175594,0.8390186,0.02063424,0.009505731,0.01650206,0.09286308,0.0007324532,0.000704375,0.00124902,0.002833889,0.000549454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736682,0.0009382057,0.0002672139,0.02390745,0.0004922033,0.0006392517,9.917909e-7,0.000005297742,0.00008124334],"genre_scores_gemma":[0.9804811,0.001909109,0.008952392,0.007946631,0.0005898264,0.000004421333,8.88347e-7,0.00001372508,0.0001019206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940913,"threshold_uncertainty_score":0.7912385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3610661105096609,"score_gpt":0.5633725385140655,"score_spread":0.2023064280044047,"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."}}