{"id":"W4281401012","doi":"10.1101/2022.05.09.22274842","title":"Knowledge mobilization activities to support decision-making by youth, parents, and adults using a systematic and living map of evidence and recommendations on COVID-19: protocol for three randomized controlled trials and qualitative user-experience studies","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; St. Joseph’s Healthcare Hamilton; Cochrane; University of Toronto; Canadian Arthritis Patient Alliance; Western University; University of Alberta; Impact; Institute for Clinical Evaluative Sciences; Glycemic Index Laboratories; SickKids Foundation; Hospital for Sick Children; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Randomized controlled trial; Population; Psychological intervention; Medicine; Medical education; Usability; Family medicine; Stakeholder; Protocol (science); Health care; Psychology; Nursing; Alternative medicine; Public relations; Computer science; Political science","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":[0.1152959,0.00517446,0.008607634,0.006026986,0.004527987,0.006200569,0.004357671,0.007529517,0.05877716],"category_scores_gemma":[0.1284553,0.00359137,0.01053313,0.005617466,0.004714049,0.004740397,0.00595354,0.008255665,0.009604856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057274,"about_ca_system_score_gemma":0.03757238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003639933,"about_ca_topic_score_gemma":0.005161638,"domain_scores_codex":[0.9091052,0.05996619,0.01579327,0.00366683,0.006257257,0.005211229],"domain_scores_gemma":[0.9286041,0.03180881,0.01200695,0.008489147,0.01476566,0.004325326],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.2360826,0.02642155,0.002178719,0.3013492,0.006734203,0.0008417828,0.01449611,0.005772761,0.003624531,0.02250959,0.05175136,0.3282376],"study_design_scores_gemma":[0.5700653,0.0434365,0.005377119,0.1586069,0.006625775,0.0002313778,0.004736266,0.005503783,0.00639697,0.01962449,0.1786069,0.0007886915],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005314613,0.0001263753,0.001215002,0.00008952844,0.0000712677,0.9972222,0.0003788598,0.00003720863,0.0003281048],"genre_scores_gemma":[0.0004109053,0.0000594894,0.001428946,0.00002685374,0.000004835248,0.9979984,0.00002587025,0.0000016109,0.00004312413],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8847041,"threshold_uncertainty_score":0.6097502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8157936117471847,"score_gpt":0.7357462775512518,"score_spread":0.0800473341959329,"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."}}