{"id":"W3186279365","doi":"10.12688/aasopenres.13237.1","title":"An ecological study on the association between early childhood caries and intimate partner violence in 20 low- and middle-income countries: 2007-2017","year":2021,"lang":"en","type":"preprint","venue":"AAS Open Research","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"African Academy of Sciences; African Population and Health Research Center; New Partnership for Africa's Development; Deutscher Akademischer Austauschdienst; Government of the United Kingdom; Wellcome Trust; Styrelsen för Internationellt Utvecklingssamarbete; Alliance for Accelerating Excellence in Science in Africa; Carnegie Corporation of New York","keywords":"Domestic violence; Sexual violence; Demography; Medicine; Poison control; Psychology; Injury prevention; Environmental health","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":[0.005336015,0.0002304246,0.0006828422,0.0001253812,0.0003863034,0.0009370174,0.0006326943,0.0003283046,0.00009110283],"category_scores_gemma":[0.0006051988,0.000148563,0.00003227685,0.00017595,0.0001819985,0.0001476272,0.002140776,0.002021039,0.00003947276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278399,"about_ca_system_score_gemma":0.0004940659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907998,"about_ca_topic_score_gemma":0.001383448,"domain_scores_codex":[0.9960185,0.001184166,0.0004280172,0.0007369838,0.001016103,0.0006161719],"domain_scores_gemma":[0.997852,0.0007483768,0.0001447755,0.0006053444,0.0003863908,0.000263138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001526992,0.0004966979,0.9954449,0.0002420564,0.000107825,0.0001494719,0.002901356,0.000002010058,0.000001207544,0.0002744175,0.0001067849,0.0001205545],"study_design_scores_gemma":[0.001124579,0.001217896,0.9911843,0.002674604,0.00004132101,0.000005064746,0.002137974,0.00001172206,0.00001803304,0.001328505,0.0001113278,0.0001446599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896288,0.000276763,2.361869e-7,0.004678427,0.00008546754,0.003322781,0.00009486669,0.00001513584,0.00189756],"genre_scores_gemma":[0.9975911,0.001239048,0.00002244054,0.0004146319,0.0002060616,0.0001993911,0.00004861629,0.00001688805,0.0002618569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007962303,"threshold_uncertainty_score":0.9976918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09413113917497434,"score_gpt":0.4256485316137659,"score_spread":0.3315173924387915,"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."}}