{"id":"W4241189680","doi":"10.21203/rs.2.16567/v1","title":"Associations between early childhood caries and malnutrition and anemia: A global perspective","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malnutrition; Perspective (graphical); Anemia; Early childhood caries; Environmental health; Medicine; Psychology; Dentistry; Computer science; Oral health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008200341,0.0003692065,0.0005288777,0.00200966,0.0002351719,0.0009604755,0.0002365342,0.0003973286,0.001801566],"category_scores_gemma":[0.00126202,0.000215596,0.0006623697,0.002991603,0.0004251392,0.0006805956,0.0008696595,0.0007945979,0.0001514105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004096813,"about_ca_system_score_gemma":0.0005354122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090913,"about_ca_topic_score_gemma":0.01455676,"domain_scores_codex":[0.9995813,0.0001687922,0.00003993867,0.00008800298,0.00004556505,0.00007650968],"domain_scores_gemma":[0.9988636,0.0002466062,0.0005178628,0.00005508016,0.0001785372,0.0001383961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006480279,0.00003019015,0.9780062,0.000568771,0.0007392103,0.0001536707,0.0004182934,0.0002543877,0.0002642619,0.0005185071,0.0008152091,0.01816643],"study_design_scores_gemma":[0.000003097215,0.00006699029,0.9955705,0.0003392967,0.000297697,0.000361942,0.0007322315,0.0001795323,0.00005306235,0.000300013,0.002087047,0.00000854074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069123,0.07855482,0.0007928177,0.00456348,0.00009178046,0.00001806052,0.004796863,0.00002238435,0.004247443],"genre_scores_gemma":[0.976667,0.02123553,0.0005443286,0.0003359104,0.0001371331,0.00001064713,0.0008905043,0.000004361737,0.0001745419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01090913,"threshold_uncertainty_score":0.02169126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04561888067997966,"score_gpt":0.3860057732752942,"score_spread":0.3403868925953146,"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."}}