{"id":"W4200214399","doi":"10.2196/34966","title":"COVID-19 Preventive Behaviors and Health Literacy, Information Evaluation, and Decision-making Skills in Japanese Adults: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Health literacy; Psychology; Medical education; Literacy; Information literacy; Applied psychology; Medicine; Family medicine; Health care; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04682574,0.0002198458,0.0004197314,0.0008937856,0.002495212,0.0003379649,0.0002259468,0.0002307576,0.001033249],"category_scores_gemma":[0.01029758,0.0001933463,0.00003864256,0.001709,0.0001961682,0.007566918,0.0005931039,0.001620267,0.0001046816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002014621,"about_ca_system_score_gemma":0.005005185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001822678,"about_ca_topic_score_gemma":0.002870866,"domain_scores_codex":[0.9860333,0.007721613,0.003062195,0.0004541113,0.001837414,0.0008913648],"domain_scores_gemma":[0.9882443,0.00510729,0.0007597537,0.0004473162,0.004782516,0.0006588492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015848,0.0003738744,0.7368659,0.000779154,0.000007870272,0.000001206681,0.2123618,0.0000132426,9.357437e-8,0.00004077519,0.0005307343,0.04872368],"study_design_scores_gemma":[0.003513804,0.0002973041,0.9521351,0.0004918377,0.000001424792,0.000007153511,0.03628407,0.005212997,3.377835e-7,0.0009247523,0.0009764235,0.0001547964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925241,0.0001998172,0.000587986,0.0002546965,0.0002944506,0.005295753,0.0003696723,0.0000403295,0.0004331392],"genre_scores_gemma":[0.9955748,0.0001092836,0.0004426473,0.001628446,0.00004351555,0.001538942,0.0005977136,0.00001151247,0.0000531929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2152692,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415379990701164,"score_gpt":0.6285766159015976,"score_spread":0.4870386168314813,"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."}}