{"id":"W6977071102","doi":"10.6084/m9.figshare.12812373.v1","title":"Additional file 1 of Health TAPESTRY Ontario: protocol for a randomized controlled trial to test reproducibility and implementation","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society; McMaster University","funders":"","keywords":"Randomized controlled trial; Protocol (science); Reproducibility; Test (biology); Research design","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02871528,0.001793882,0.002554562,0.003896791,0.001475812,0.002455715,0.002060398,0.002326282,0.7831281],"category_scores_gemma":[0.1936022,0.00203175,0.002637909,0.005152347,0.001157072,0.002246271,0.001465674,0.00255074,0.07049476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031903,"about_ca_system_score_gemma":0.01015312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661727,"about_ca_topic_score_gemma":0.00950819,"domain_scores_codex":[0.9858792,0.007518685,0.003669098,0.0009765566,0.001421632,0.0005348175],"domain_scores_gemma":[0.8101048,0.1493746,0.01234645,0.00957403,0.01674224,0.001857885],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.007904436,0.0004313496,0.0008311552,0.05985672,0.0004833483,0.00008099476,0.0003996093,0.0008748181,0.000230697,0.004918891,0.891371,0.03261699],"study_design_scores_gemma":[0.1551195,0.002189734,0.01224619,0.05412277,0.00177222,0.0003394692,0.0006463328,0.003479902,0.001389085,0.03601832,0.7322525,0.0004240031],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.001011895,0.0003976125,0.007351062,0.001346356,0.0004982171,0.1571486,0.8226722,0.001470566,0.008103542],"genre_scores_gemma":[0.005980977,0.000361751,0.02267344,0.001477227,0.0002078228,0.9068221,0.04885963,0.0005690338,0.01304803],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9712847,"threshold_uncertainty_score":0.3093414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.703919446451326,"score_gpt":0.5546102494344801,"score_spread":0.1493091970168459,"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."}}