{"id":"W3207750857","doi":"10.2196/30738","title":"A Serious Game (Immunitates) About Immunization: Development and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Health Education and Validation","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Fundação de Apoio à Pesquisa do Distrito Federal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de Brasília","keywords":"Cronbach's alpha; Content validity; Heuristics; Psychology; Nursing; Medical education; Medicine; Computer science; Psychometrics; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009149266,0.001129771,0.0008559059,0.00170716,0.0006404613,0.00120706,0.00161075,0.0008496459,0.001874919],"category_scores_gemma":[0.02574599,0.0005807334,0.0008877842,0.0005499232,0.001306873,0.001185916,0.001475893,0.00112143,0.0005415412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438053,"about_ca_system_score_gemma":0.00246548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580243,"about_ca_topic_score_gemma":0.003446851,"domain_scores_codex":[0.9966465,0.001735329,0.0003404651,0.0003874332,0.0006050314,0.0002852999],"domain_scores_gemma":[0.9837379,0.009292278,0.0007861392,0.001111857,0.004029993,0.001041774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004836297,0.102868,0.225954,0.006497301,0.0006631934,0.002711399,0.06708136,0.01580931,0.03140332,0.007670117,0.01358151,0.5209243],"study_design_scores_gemma":[0.00648687,0.08466941,0.6035727,0.003489501,0.001339933,0.003146671,0.04049625,0.1156762,0.05139096,0.005910857,0.08324,0.0005807054],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978901,0.00008303055,0.009631548,0.00008989918,0.00004392821,0.008192373,0.0001973673,0.0001498499,0.002711022],"genre_scores_gemma":[0.9181023,0.0004154189,0.06149494,0.0003372561,0.00002952421,0.01438831,0.001269351,0.00006180316,0.003901095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009149266,"threshold_uncertainty_score":0.04838651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557962228296193,"score_gpt":0.3874940014824915,"score_spread":0.3419143791995296,"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."}}