{"id":"W3048992406","doi":"10.1186/s13063-020-04600-y","title":"Health TAPESTRY Ontario: protocol for a randomized controlled trial to test reproducibility and implementation","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; McMaster University; Impact; Health Sciences Centre; McMaster University Medical Centre","funders":"Ontario Ministry of Health and Long-Term Care; Strong; McMaster University","keywords":"Randomized controlled trial; Generalizability theory; Medicine; Health care; Protocol (science); Intervention (counseling); Nursing; Test (biology); Family medicine; Gerontology; Alternative medicine; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.08226842,0.007330311,0.01003716,0.003633781,0.006023516,0.005100207,0.004598676,0.007042343,0.08497746],"category_scores_gemma":[0.06896316,0.003684086,0.005279611,0.006368391,0.004781118,0.003651463,0.002343243,0.008565021,0.01249858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01459528,"about_ca_system_score_gemma":0.04414925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01637508,"about_ca_topic_score_gemma":0.02623896,"domain_scores_codex":[0.9235796,0.05034208,0.009293952,0.004764712,0.007439228,0.004580399],"domain_scores_gemma":[0.955816,0.01225511,0.007512057,0.007068553,0.01413872,0.003209578],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7306597,0.0170607,0.002273225,0.05937676,0.003755318,0.0005956731,0.002375129,0.004144469,0.003312121,0.01605882,0.07649733,0.08389081],"study_design_scores_gemma":[0.8253237,0.02280061,0.0059284,0.01112518,0.001265131,0.00009087603,0.0005345506,0.003888064,0.001568638,0.006923611,0.1203252,0.0002260141],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004277875,0.00009277768,0.0009034144,0.00006829023,0.0001200549,0.9971047,0.0006791662,0.0000518686,0.000551842],"genre_scores_gemma":[0.000536076,0.00003279619,0.001416507,0.0000415765,0.000009413119,0.997734,0.00006774706,0.000003162727,0.0001587204],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9177316,"threshold_uncertainty_score":0.4350822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7512550337455516,"score_gpt":0.7354201176033129,"score_spread":0.01583491614223864,"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."}}