{"id":"W4236854615","doi":"10.21203/rs.2.16567/v3","title":"Associations between early childhood caries, malnutrition and anemia: a global perspective","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Malnutrition; Perspective (graphical); Early childhood caries; Anemia; Early childhood; Medicine; Environmental health; Psychology; Developmental psychology; Dentistry; Oral health; Psychiatry; Internal medicine; Computer science","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":[0.001239536,0.0005158606,0.000777752,0.002435044,0.0002646337,0.001480062,0.0002256049,0.0009455682,0.003785742],"category_scores_gemma":[0.001486245,0.0002097243,0.000765772,0.003550169,0.0006767249,0.00125943,0.00102196,0.001118567,0.0002653484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004923001,"about_ca_system_score_gemma":0.0006999582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144488,"about_ca_topic_score_gemma":0.01948295,"domain_scores_codex":[0.9995258,0.0002293746,0.00003187591,0.00007292767,0.0000634395,0.00007661728],"domain_scores_gemma":[0.9987584,0.0006765174,0.0002301831,0.00005340984,0.0001576554,0.000123897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094562,0.0002649268,0.6676345,0.005116261,0.004186744,0.001086333,0.00241963,0.001975065,0.002164574,0.02120024,0.02202386,0.2708333],"study_design_scores_gemma":[0.00002909626,0.0005166956,0.9298664,0.002703555,0.002080953,0.00129205,0.005847016,0.0004090861,0.0002750658,0.009380893,0.04754878,0.00005027238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3170764,0.5973454,0.001592631,0.05417674,0.001151099,0.00001800289,0.006618602,0.00003845846,0.0219827],"genre_scores_gemma":[0.6058987,0.382517,0.001357449,0.003968108,0.00278884,0.00001855768,0.0014687,0.00001799367,0.001964624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01144488,"threshold_uncertainty_score":0.02275652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658919546768692,"score_gpt":0.4214568600003434,"score_spread":0.3555649053234742,"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."}}