{"id":"W4403526301","doi":"10.1101/2024.10.18.24314709","title":"An Online Application to Explain Community Immunity with Personalized Avatars: A Randomized Controlled Trial","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University Health Network; Saint Mary's University; University of Alberta; Bruyère; Université du Québec; University of Manitoba; Izaak Walton Killam Health Centre; University of Toronto; University of Winnipeg; Dalhousie University; Université Laval; BC Children's Hospital; Centre hospitalier de l'Université Laval; University of British Columbia; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research","keywords":"Randomized controlled trial; Computer science; Psychology; Internet privacy; Medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.006875418,0.002037714,0.00345717,0.0009179491,0.001602866,0.001757218,0.001752213,0.004038045,0.02129065],"category_scores_gemma":[0.01250099,0.0009401248,0.003079769,0.0008245258,0.001907807,0.002325702,0.001041181,0.004336634,0.002046748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566705,"about_ca_system_score_gemma":0.002485196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212309,"about_ca_topic_score_gemma":0.002888773,"domain_scores_codex":[0.9942815,0.003391312,0.0005562892,0.0007947188,0.0004662652,0.0005099201],"domain_scores_gemma":[0.9949077,0.002527715,0.0008696615,0.0003719462,0.0004813371,0.0008416163],"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":[0.9288594,0.03619099,0.0005055852,0.00542428,0.002360041,0.00006160363,0.0002106964,0.000249538,0.0006729651,0.0004441369,0.001577855,0.02344286],"study_design_scores_gemma":[0.9341657,0.06163118,0.0007845541,0.0004377561,0.0008731903,0.00000987509,0.00008274512,0.0003193233,0.0001778277,0.0003653902,0.00113399,0.00001850854],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652068,0.01481093,0.005317368,0.003699541,0.007118722,0.1902807,0.002981237,0.0007143453,0.009870369],"genre_scores_gemma":[0.7291535,0.003529495,0.01365874,0.002882965,0.001758906,0.2428213,0.0006731118,0.00005810407,0.005464003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02129065,"threshold_uncertainty_score":0.07122433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953448729945719,"score_gpt":0.3409837675118127,"score_spread":0.3014492802123555,"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."}}