{"id":"W6920874626","doi":"10.6084/m9.figshare.12812376.v1","title":"Additional file 2 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":"Protocol (science); Reproducibility; Randomized controlled trial; Test (biology); Research design; Calibration","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":[0.03053388,0.001912353,0.002964431,0.004747466,0.001584724,0.002763578,0.002190476,0.002569808,0.7928703],"category_scores_gemma":[0.2011686,0.002416147,0.003195969,0.005669919,0.001192742,0.002446869,0.001636109,0.002638785,0.06928326],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003235296,"about_ca_system_score_gemma":0.01003727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004851433,"about_ca_topic_score_gemma":0.01040616,"domain_scores_codex":[0.9838606,0.008138335,0.004639725,0.001093905,0.001637555,0.0006299791],"domain_scores_gemma":[0.791859,0.1625831,0.0135199,0.01160975,0.01835528,0.002072914],"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":[0.007557175,0.0003851985,0.0008314267,0.06966806,0.0005550366,0.00009045433,0.0003913033,0.0008356983,0.0002521877,0.004813365,0.8826095,0.03201054],"study_design_scores_gemma":[0.1519369,0.002030647,0.01222194,0.05371447,0.001857874,0.0003516496,0.0006754979,0.003382723,0.001443421,0.03618571,0.7357283,0.0004708911],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.0008978005,0.0003826904,0.006592523,0.001382211,0.0005814439,0.1506108,0.8303688,0.001662896,0.007520892],"genre_scores_gemma":[0.005788398,0.0003606009,0.0245816,0.001689288,0.0002530536,0.8942516,0.05713979,0.0007038463,0.01523173],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9967647,"threshold_uncertainty_score":0.2954454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6958332348576918,"score_gpt":0.5538269808892223,"score_spread":0.1420062539684694,"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."}}