{"id":"W2165663917","doi":"10.1186/1748-5908-7-115","title":"“Push” versus “Pull” for mobilizing pain evidence into practice across different health professions: A protocol for a randomized trial","year":2012,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Medicine; Evidence-based practice; Intervention (counseling); Protocol (science); Nursing research; Rehabilitation; Evidence-based medicine; Health informatics; Health care; Nursing; Physical therapy; Alternative medicine; Public health; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.121417,0.00887885,0.01404095,0.00723686,0.006606749,0.008387554,0.005046906,0.01382024,0.1054926],"category_scores_gemma":[0.1158403,0.00478383,0.01227132,0.007674313,0.007213403,0.007345298,0.004583055,0.01567487,0.02502942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046609,"about_ca_system_score_gemma":0.03161979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719931,"about_ca_topic_score_gemma":0.004654918,"domain_scores_codex":[0.8950541,0.07085058,0.0144639,0.005658167,0.008481615,0.005491685],"domain_scores_gemma":[0.9330692,0.03018551,0.009592347,0.01101542,0.012208,0.003929516],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6102743,0.02693716,0.001813016,0.1222414,0.004957662,0.00166859,0.004259803,0.008294051,0.006356104,0.0390336,0.06689022,0.1072741],"study_design_scores_gemma":[0.7665941,0.03781842,0.003066357,0.03306178,0.001955502,0.0002809555,0.0009185481,0.006837009,0.002588372,0.01997036,0.126517,0.0003917027],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001922423,0.00007763558,0.0008573461,0.00006853002,0.0001655747,0.9981974,0.0001822194,0.00004172573,0.000217426],"genre_scores_gemma":[0.0001425304,0.00003121205,0.001429574,0.00003862902,0.00001099413,0.998243,0.00002142486,0.000002519488,0.00008010289],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.878583,"threshold_uncertainty_score":0.642122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6635388738804631,"score_gpt":0.7600489415923781,"score_spread":0.09651006771191506,"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."}}