{"id":"W1999816105","doi":"10.1186/1471-2458-11-54","title":"Are the health messages in schoolbooks based on scientific evidence? A descriptive study","year":2011,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Centers for Disease Control and Prevention; Medical Research Council; Public Health Agency; World Health Organization; North American Society for Pediatric Gastroenterology, Hepatology and Nutrition; Junta de Andalucía; Cincinnati Children's Hospital Medical Center; Public Health Agency of Canada; Royal Australian College of General Practitioners; Royal College of General Practitioners","keywords":"Scientific evidence; Biostatistics; Medicine; Evidence-based practice; Public health; Evidence-based medicine; Hygiene; Environmental health; Alternative medicine; Nursing; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01165054,0.0002638021,0.001040229,0.007500181,0.0008658441,0.002651375,0.000811391,0.0009381576,0.003336848],"category_scores_gemma":[0.0772585,0.0007485767,0.0005606018,0.004491371,0.001652552,0.003479689,0.001482279,0.001268732,0.0004077169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002943133,"about_ca_system_score_gemma":0.002944323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001799608,"about_ca_topic_score_gemma":0.001966352,"domain_scores_codex":[0.9910949,0.003114304,0.002573095,0.0004426576,0.002377818,0.0003970539],"domain_scores_gemma":[0.8701521,0.08545573,0.03644224,0.001432289,0.005143237,0.001374496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007133817,0.001008451,0.8161762,0.008259151,0.0002730342,0.001058154,0.1151128,0.00008926907,0.0008522718,0.001272953,0.001584464,0.05359975],"study_design_scores_gemma":[0.00009284241,0.001138523,0.8346194,0.005003264,0.0003341398,0.001722406,0.144342,0.0002940172,0.0005695081,0.0005853312,0.01122561,0.00007271532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927391,0.003425248,0.0002298807,0.0008291536,0.00001981861,0.0002308504,0.0005320765,0.000007808131,0.0019861],"genre_scores_gemma":[0.9946326,0.003262302,0.0006127533,0.0003418875,0.00002751132,0.00028551,0.0003327805,0.000006039678,0.000498562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165054,"threshold_uncertainty_score":0.06161469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4074203057843528,"score_gpt":0.4876897878379725,"score_spread":0.08026948205361961,"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."}}