{"id":"W174901241","doi":"10.2478/s13382-014-0268-6","title":"Should we adjust health education methodology to low-educated employees needs? Findings from Latvia, Poland, Slovenia and Spain","year":2014,"lang":"en","type":"article","venue":"International Journal of Occupational Medicine and Environmental Health","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Environmental health; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002170597,0.0002049824,0.0004950089,0.0006583271,0.000377087,0.00001249555,0.0001978452,0.0001315832,0.0003920611],"category_scores_gemma":[0.0005681337,0.0001709578,0.00004077433,0.0001442194,0.0001134596,0.0002003248,0.00005769437,0.0005876486,0.00002942644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008487527,"about_ca_system_score_gemma":0.001182617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763084,"about_ca_topic_score_gemma":0.0002570653,"domain_scores_codex":[0.9966428,0.0008890425,0.001189081,0.0002600086,0.0006440943,0.0003750321],"domain_scores_gemma":[0.9967955,0.001330524,0.0007944322,0.0001330716,0.000117043,0.0008294502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002055066,0.0005473923,0.5680988,0.0002345917,0.00009371704,0.000001470385,0.03145918,0.00001178581,0.0004566323,0.00113896,0.135637,0.2602654],"study_design_scores_gemma":[0.001901974,0.001442014,0.8837855,0.001589659,0.00002140846,0.00005379644,0.01479702,0.00006161307,0.000009630458,0.001565917,0.09461596,0.0001555062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8414286,0.002758989,0.001857928,0.1492401,0.004207116,0.0003635931,0.00007642304,0.00001247447,0.00005474403],"genre_scores_gemma":[0.9451416,0.002718967,0.008266624,0.04032495,0.002913126,0.00002226346,0.0003662318,0.00002589532,0.0002203006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156866,"threshold_uncertainty_score":0.6971456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564851255278176,"score_gpt":0.4971395529627149,"score_spread":0.3406544274348973,"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."}}