{"id":"W4313856802","doi":"10.1016/j.heliyon.2023.e12896","title":"Health literacy in childhood and adolescence. A bibliometric analysis of scientific publications and professionals’ involvement","year":2023,"lang":"en","type":"review","venue":"Heliyon","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Bibliometrics; Promotion (chess); Publishing; Health professionals; Medical education; Scientific literature; Literacy; Web of science; Psychology; Medicine; MEDLINE; Social science; Library science; Health care; Political science; Pedagogy; Sociology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.003856834,0.0002745206,0.0016997,0.1300671,0.0007470056,0.00006329373,0.0002212539,0.0003455352,0.00005752629],"category_scores_gemma":[0.0007082907,0.000227578,0.0001409155,0.2143023,0.00009525095,0.0002110939,0.0001567824,0.0009502622,0.00004841755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004076516,"about_ca_system_score_gemma":0.003771422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003210737,"about_ca_topic_score_gemma":0.000683347,"domain_scores_codex":[0.9951004,0.001200109,0.001834318,0.0007454902,0.0004714791,0.0006481375],"domain_scores_gemma":[0.9962329,0.001089084,0.001314183,0.0005987464,0.0003397427,0.0004253702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000003884654,0.0003381127,0.03182344,0.114241,0.0001075439,2.021609e-7,0.002974529,8.127559e-8,4.34929e-8,0.0001346247,0.003165409,0.8472112],"study_design_scores_gemma":[0.0002486509,0.00005172133,0.6348397,0.1037836,0.0005021253,7.729361e-7,0.0005321674,0.00001815613,1.824497e-8,0.00005203783,0.2597775,0.000193588],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005328455,0.9887878,0.000006996089,0.001900302,0.001029741,0.002636324,0.0002097931,0.00006498096,0.00003555699],"genre_scores_gemma":[0.0003521708,0.9960617,0.0002356581,0.0002866369,0.0001151659,0.0007646111,0.00111942,0.00003772241,0.001026942],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8470176,"threshold_uncertainty_score":0.9280362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.180851579561156,"score_gpt":0.5314387577605512,"score_spread":0.3505871781993952,"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."}}