{"id":"W4285499981","doi":"10.1016/j.acap.2022.07.003","title":"Social Epidemiology of Early Adolescent Cyberbullying in the United States","year":2022,"lang":"en","type":"article","venue":"Academic Pediatrics","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; National Institute of Mental Health; American Heart Association","keywords":"Epidemiology; Psychology; Medicine; Pathology","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":[0.0004134911,0.0001766461,0.000189824,0.00115637,0.0003399231,0.0004843405,0.0002484226,0.0002798348,0.001124386],"category_scores_gemma":[0.001136731,0.0002144319,0.000233523,0.0009193575,0.0002061902,0.0003481662,0.0005643175,0.000434919,0.00009666444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555483,"about_ca_system_score_gemma":0.000484241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541927,"about_ca_topic_score_gemma":0.03425972,"domain_scores_codex":[0.9995993,0.0001280902,0.00005598725,0.000068854,0.00009243943,0.0000553656],"domain_scores_gemma":[0.9987687,0.0001471137,0.0006741106,0.00004483298,0.0001865333,0.0001786123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004688055,0.00001648739,0.99878,0.000006812382,0.00001367147,0.00002317311,0.00005281446,0.00001391007,0.00004143629,0.00001337014,0.00006928137,0.0009643914],"study_design_scores_gemma":[4.338379e-7,0.00001191563,0.9995937,0.00001315075,0.000004386352,0.00006539777,0.0001683793,0.00003203325,0.000009798058,0.000006363477,0.00009360725,7.557029e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972516,0.0009278975,0.00009553647,0.0001529642,0.00001060105,0.00001365427,0.0007616989,0.000005848056,0.0007801998],"genre_scores_gemma":[0.9987929,0.0005414737,0.0001078669,0.00003889175,0.000009574105,0.00001899239,0.000379569,0.00000124411,0.0001094921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02541927,"threshold_uncertainty_score":0.05054259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06208046426988759,"score_gpt":0.3563153109743952,"score_spread":0.2942348467045076,"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."}}