{"id":"W1997366925","doi":"10.1002/ebch.1897","title":"Overview of reviews in child health: evidence synthesis and the knowledge base for a specific population","year":2013,"lang":"en","type":"article","venue":"Evidence-Based Child Health A Cochrane Review Journal","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Cochrane; University of Alberta","funders":"","keywords":"Knowledge base; Base (topology); Population; Medicine; Computer science; Environmental health; World Wide Web; Mathematics","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3818955,0.0006748458,0.01118827,0.0007545857,0.0009142861,0.0006018364,0.002235558,0.0001045614,0.004466271],"category_scores_gemma":[0.1686586,0.0002992038,0.003371777,0.003002893,0.0002058967,0.001138907,0.0001181651,0.0008370061,0.0004544603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461567,"about_ca_system_score_gemma":0.0008270182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002542347,"about_ca_topic_score_gemma":0.0002447551,"domain_scores_codex":[0.9058929,0.05952239,0.02751134,0.001481634,0.004550269,0.001041435],"domain_scores_gemma":[0.9022535,0.05449178,0.03314098,0.005852496,0.002903042,0.001358181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001036341,0.0001847171,0.003910404,0.05938166,0.00007823155,0.000002249489,0.0005385012,0.00003177494,0.000001377731,0.001555489,0.1399047,0.7943073],"study_design_scores_gemma":[0.001589381,0.0003866668,0.03553287,0.6915498,0.0004531651,0.000408895,0.0001130348,0.003227223,0.000003073316,0.002064839,0.2641282,0.0005428701],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004118679,0.8119612,0.003425901,0.1752093,0.0002526281,0.008638754,0.00001112032,0.000004584051,0.00008462984],"genre_scores_gemma":[0.03500476,0.9448254,0.00414957,0.0146654,0.00036489,0.0008764552,0.000004281243,0.00002981214,0.00007949126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7937644,"threshold_uncertainty_score":0.999946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6590333833131098,"score_gpt":0.543001213449891,"score_spread":0.1160321698632187,"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."}}