{"id":"W3025190872","doi":"10.3389/fped.2020.00196","title":"Association Between Environmental Health, Ecosystem Vitality, and Early Childhood Caries","year":2020,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vitality; Medicine; Demography; Environmental health; Ecosystem; Multivariate analysis; Ecosystem health; Gerontology; Ecology; Ecosystem services","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":[0.0002138711,0.0001337,0.0003038137,0.000119926,0.0001228999,0.000100604,0.0001176036,0.0001259066,0.000004074596],"category_scores_gemma":[0.0000612289,0.0001514833,0.00005029648,0.0002102419,0.00001579707,0.000234038,0.00006291345,0.0002435354,0.000007425531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463195,"about_ca_system_score_gemma":0.00001424424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005463556,"about_ca_topic_score_gemma":0.00001074771,"domain_scores_codex":[0.9986886,0.000130977,0.0003511466,0.0002795114,0.0002723301,0.0002774662],"domain_scores_gemma":[0.9995044,0.00005138321,0.0001757488,0.0000879796,0.000007190251,0.0001733138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001786812,0.00003555421,0.9694213,0.00007891207,0.00001415477,0.000001417452,0.003961965,0.000002191261,9.186055e-7,0.00000175175,0.02459781,0.001866124],"study_design_scores_gemma":[0.001209834,0.0001334064,0.9903771,0.000009748062,0.0000526766,7.585463e-7,0.0003356292,0.00003422351,0.00007572264,0.000398028,0.007191084,0.0001817775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822555,0.002012786,0.0004438742,0.01345523,0.001044357,0.000355666,0.0003078524,0.00007038816,0.00005430966],"genre_scores_gemma":[0.9968565,0.0002718939,0.0008112728,0.0008705902,0.001076927,0.000005613598,0.00007419987,0.00002127478,0.0000117061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02095578,"threshold_uncertainty_score":0.6177309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008367395001754017,"score_gpt":0.2149436861718877,"score_spread":0.2065762911701337,"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."}}