{"id":"W2889877468","doi":"10.1136/jech-2018-211203","title":"Witnessing violence in early secondary school predicts subsequent student impairment","year":2018,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi; Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Victimisation; Psychology; Juvenile delinquency; Clinical psychology; Anxiety; Longitudinal study; Injury prevention; Poison control; Psychiatry; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01707725,0.0002300345,0.000923843,0.0003896272,0.0006604619,0.00001505756,0.0007458134,0.0002582769,0.0005972129],"category_scores_gemma":[0.001367331,0.0001876394,0.0001323649,0.0002913025,0.0004085913,0.0002293798,0.0001721382,0.002685956,0.00004675339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006597531,"about_ca_system_score_gemma":0.0008370155,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008551143,"about_ca_topic_score_gemma":0.002845803,"domain_scores_codex":[0.985934,0.01084875,0.002038697,0.0002424415,0.0002080121,0.0007280722],"domain_scores_gemma":[0.994442,0.001788649,0.002152378,0.0007973925,0.0003112924,0.0005082455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003227488,0.0008360372,0.974225,0.00005070628,0.0000686962,0.00001909057,0.008012583,0.00008388381,0.00001994178,0.0004264127,0.005734074,0.01020084],"study_design_scores_gemma":[0.001700085,0.002884677,0.9871083,0.001697616,0.00001477954,0.0001918604,0.002168322,0.00005867426,0.000006350206,0.002916314,0.001123303,0.0001297036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863359,0.004184077,0.003111535,0.003285,0.001814222,0.0002885119,0.000005915909,0.00002846346,0.0009463501],"genre_scores_gemma":[0.9894051,0.001301191,0.00233533,0.006344386,0.000527064,0.000009250155,0.00000795634,0.00002274839,0.00004699696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570992,"threshold_uncertainty_score":0.9996149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07433562437202952,"score_gpt":0.4216431168138713,"score_spread":0.3473074924418418,"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."}}