{"id":"W4226070652","doi":"10.1186/s12889-022-12500-w","title":"Development and validation of a multi-lingual online questionnaire for surveying the COVID-19 prevention and control measures used in global workplaces","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Cronbach's alpha; Medicine; Construct validity; Public health; Exploratory factor analysis; Environmental health; Biostatistics; Content validity; Validity; Family medicine; Applied psychology; Nursing; Clinical psychology; Psychometrics; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02621589,0.0004471036,0.0005728973,0.001767633,0.0005231969,0.0009890355,0.0007213321,0.0005238042,0.002418655],"category_scores_gemma":[0.02648122,0.0003698575,0.001072202,0.0008423465,0.0005342652,0.001231069,0.001332083,0.0008916937,0.000833739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008230657,"about_ca_system_score_gemma":0.002895295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470173,"about_ca_topic_score_gemma":0.00238284,"domain_scores_codex":[0.9902186,0.00595914,0.001493836,0.0004249885,0.001456315,0.0004471233],"domain_scores_gemma":[0.9765564,0.01177726,0.002373405,0.001430819,0.006850073,0.00101197],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007808368,0.004685801,0.5333241,0.001951201,0.0002003347,0.0005250708,0.02002476,0.001503957,0.008459132,0.001058855,0.01016536,0.4173206],"study_design_scores_gemma":[0.0004480082,0.006288757,0.9393215,0.001373973,0.0001571202,0.0005954708,0.01489497,0.007916996,0.003710853,0.0007724874,0.02438018,0.0001397587],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521213,0.0002603745,0.02293519,0.0008924561,0.0001597349,0.0160042,0.002100592,0.0002440721,0.005282237],"genre_scores_gemma":[0.8601857,0.0006363316,0.1071122,0.0007082141,0.00006950156,0.02687309,0.002454324,0.00005783671,0.001902809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9737841,"threshold_uncertainty_score":0.1386446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400265015158234,"score_gpt":0.4024126057399197,"score_spread":0.2623861042240964,"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."}}