{"id":"W3125372746","doi":"10.1136/bmj.m3721","title":"Designing and undertaking randomised implementation trials: guide for researchers","year":2021,"lang":"en","type":"article","venue":"BMJ","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":284,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Ottawa Hospital; University of Ottawa","funders":"Department of Family and Community Medicine, University of Toronto; National Health and Medical Research Council; National Institute of Mental Health; Medical Research Council; Australian Research Council; Canadian Institutes of Health Research; University of Toronto","keywords":"Terminology; Implementation research; Psychological intervention; Clinical trial; Randomized controlled trial; Evidence-based practice; Health care; Quality (philosophy); Management science; Medical education; Medicine; Alternative medicine; Political science; Nursing; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02883018,0.00008036396,0.00030052,0.0001001871,0.0009468395,0.00003408748,0.00008394846,0.00006513828,0.0008184102],"category_scores_gemma":[0.03316763,0.00007331841,0.00005063364,0.0002572058,0.00003513938,0.0001661133,0.00006747208,0.000157986,0.00003456544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890456,"about_ca_system_score_gemma":0.002131857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002399623,"about_ca_topic_score_gemma":0.0007913754,"domain_scores_codex":[0.9933631,0.004130367,0.001335227,0.0002645729,0.0003127458,0.000593951],"domain_scores_gemma":[0.9792613,0.01949892,0.0004719082,0.0001839711,0.0003775654,0.0002062706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001076278,0.00001461331,0.01169527,0.0006995075,0.0000793609,0.000008119734,0.03346627,0.000008372007,0.04179231,0.00590004,0.8391135,0.06614639],"study_design_scores_gemma":[0.06627744,0.0001184005,0.01054141,0.0002342023,0.0000614926,0.000005766956,0.1138011,0.0005022879,0.007566069,0.004813306,0.7957674,0.0003110907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.152513,0.0003565955,0.4639236,0.3273421,0.002002587,0.02765749,0.0002590304,0.0002673095,0.02567824],"genre_scores_gemma":[0.4201351,0.0003465271,0.4319597,0.1076935,0.003673757,0.01473136,0.0002151587,0.0001448606,0.02109998],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2676221,"threshold_uncertainty_score":0.9992023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9118034661643447,"score_gpt":0.7896610436911806,"score_spread":0.1221424224731641,"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."}}