{"id":"W3137010648","doi":"10.2196/26216","title":"How Gameful Experience Affects Public Knowledge, Attitudes, and Practices Regarding COVID-19 Among the Taiwanese Public: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Dominance (genetics); Globe; Plague (disease); Public health; Cross-sectional study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Psychology; Medicine; Infectious disease (medical specialty); Disease; Nursing; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218615,0.0002793355,0.0003758044,0.001184491,0.0009907018,0.001342382,0.0004088129,0.0008301795,0.003271516],"category_scores_gemma":[0.004050843,0.0004580676,0.0008528933,0.000639206,0.0006510222,0.001203191,0.001268647,0.001385969,0.0003935487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721298,"about_ca_system_score_gemma":0.0007968708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007187902,"about_ca_topic_score_gemma":0.008323438,"domain_scores_codex":[0.9991587,0.0002256813,0.00009918086,0.0001221224,0.0001779033,0.0002163031],"domain_scores_gemma":[0.9968458,0.0007473847,0.001193095,0.0001795909,0.0004032225,0.000630962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001210548,0.001551113,0.9876298,0.0001038223,0.00006665298,0.0001984414,0.005963791,0.00002952314,0.00026106,0.00007201877,0.0002247452,0.003777838],"study_design_scores_gemma":[0.0000163444,0.0008462823,0.982456,0.00008546166,0.00007178963,0.0002410567,0.01517397,0.0002644984,0.0001246827,0.00007695963,0.0006217708,0.00002112055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992291,0.00007240747,0.00002966944,0.00004916259,0.000003714558,0.00003329069,0.00006758852,0.000001296315,0.0005138429],"genre_scores_gemma":[0.9992852,0.00009828285,0.00006874034,0.00006667728,0.000005875342,0.00005445545,0.00007653065,0.000001145809,0.0003432293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007187902,"threshold_uncertainty_score":0.01429212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07868771442583124,"score_gpt":0.4335654394117985,"score_spread":0.3548777249859673,"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."}}