{"id":"W3045518552","doi":"10.2196/20113","title":"A Web Application About Herd Immunity Using Personalized Avatars: Development Study","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa; University Health Network; Ottawa Hospital; Institut National de Santé Publique du Québec; University of Manitoba; Toronto General Hospital; Dalhousie University; Université Laval; BC Children's Hospital; University of British Columbia; University of Alberta","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Herd immunity; World Wide Web; Web application; The Internet; Computer science; Medicine; Vaccination; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002229576,0.0006679976,0.0002641061,0.0004587887,0.0002545194,0.0007547684,0.0008102306,0.0006689905,0.005380544],"category_scores_gemma":[0.007018087,0.0002616849,0.0004870127,0.0001830851,0.0002414401,0.0009305111,0.0007455496,0.0004648294,0.0008692813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867883,"about_ca_system_score_gemma":0.0003181469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004152348,"about_ca_topic_score_gemma":0.0003766185,"domain_scores_codex":[0.9993099,0.0004073163,0.00003697598,0.00008279601,0.0001012166,0.0000617449],"domain_scores_gemma":[0.9950292,0.003671151,0.0001904435,0.000303153,0.000516574,0.0002894359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002586297,0.009928209,0.07168896,0.003416469,0.0002091746,0.004479661,0.02545209,0.009054245,0.1306081,0.003200513,0.01884317,0.7205331],"study_design_scores_gemma":[0.003212561,0.04320938,0.2344513,0.001800557,0.001256413,0.01424823,0.01534839,0.2256071,0.17737,0.006148465,0.2768228,0.0005248493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9072579,0.0002649509,0.07883163,0.0002960519,0.00007877439,0.00207966,0.0005046229,0.004729192,0.005957339],"genre_scores_gemma":[0.7725454,0.0004241008,0.2132919,0.0002485724,0.00004618026,0.002120239,0.001162558,0.0008134537,0.009347584],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005380544,"threshold_uncertainty_score":0.01799971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1786100442141247,"score_gpt":0.4793604284431903,"score_spread":0.3007503842290656,"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."}}