{"id":"W2024728015","doi":"10.1016/j.jclinepi.2012.04.011","title":"Application of the Knowledge-to-Action and Medical Research Council frameworks in the development of an osteoporosis clinical decision support tool","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Knowledge translation; Psychological intervention; Action (physics); Medicine; Process (computing); Action research; Clinical decision support system; Knowledge management; Health care; Medical research; Health informatics; Decision support system; Computer science; Psychology; Nursing; Public health; Artificial intelligence; Political science; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3826153,0.001493833,0.002105739,0.01061645,0.008395934,0.02134348,0.006509538,0.0084326,0.006364982],"category_scores_gemma":[0.4912913,0.00199158,0.003260881,0.006917723,0.01043256,0.01267927,0.02499091,0.01265499,0.001005749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03092221,"about_ca_system_score_gemma":0.1609783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0315063,"about_ca_topic_score_gemma":0.04569587,"domain_scores_codex":[0.597724,0.3089567,0.02584532,0.006856985,0.05219062,0.00842639],"domain_scores_gemma":[0.3492285,0.5708511,0.01784576,0.01529174,0.03682454,0.009958339],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00058475,0.002561513,0.02182562,0.00386418,0.0006806522,0.001011848,0.03426898,0.04394213,0.0006411379,0.5545119,0.01806884,0.3180385],"study_design_scores_gemma":[0.001216577,0.001748679,0.01676401,0.01994884,0.001484424,0.0007549127,0.02197878,0.2162225,0.006652849,0.5249889,0.1873885,0.0008510183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07504959,0.001624696,0.5783756,0.2001822,0.0009767079,0.01052291,0.0009415447,0.001114653,0.131212],"genre_scores_gemma":[0.2089103,0.0003509584,0.7830487,0.003040696,0.00007436513,0.002762635,0.0002411502,0.0001014429,0.001469841],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6173847,"threshold_uncertainty_score":0.7613453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9123999649971976,"score_gpt":0.791196065872704,"score_spread":0.1212038991244936,"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."}}