{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1159156,0.0002256391,0.003289925,0.0001019071,0.0008102777,0.00004187865,0.0001835787,0.00009749592,0.001691938],"category_scores_gemma":[0.1904094,0.0001613538,0.0002491731,0.0002897784,0.00005056268,0.0001780123,0.00009783146,0.0002715479,0.00006595429],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102864,"about_ca_system_score_gemma":0.005748957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01312711,"about_ca_topic_score_gemma":0.02018723,"domain_scores_codex":[0.9790155,0.01182252,0.006510295,0.001267213,0.0005146401,0.0008697801],"domain_scores_gemma":[0.9469792,0.04759209,0.003266011,0.0007411579,0.0004159948,0.001005511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9273548,0.00005547554,0.0007449487,0.0003859948,0.00003099343,1.332575e-7,0.02009256,7.976327e-7,0.0001160149,0.0003325547,0.04942368,0.001462106],"study_design_scores_gemma":[0.9114387,0.001496515,0.0003613699,0.0000435171,0.00003717386,1.776751e-7,0.0009357551,0.00002629723,0.00004447187,0.0005333766,0.08495752,0.0001251195],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01843675,0.000001495978,0.002098533,0.1784756,0.0003424492,0.8002106,0.0001341856,0.00009555314,0.0002047699],"genre_scores_gemma":[0.00903185,9.163509e-7,0.004920824,0.05777754,0.001191969,0.9266494,0.00001361089,0.00002049622,0.0003934211],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1264388,"threshold_uncertainty_score":0.9998875,"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."}}