{"id":"W2783551207","doi":"10.1503/cmaj.170219","title":"Childhood trajectories of peer victimization and prediction of mental health outcomes in midadolescence: a longitudinal population-based study","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; Université du Québec à Montréal","funders":"Economic and Social Research Council","keywords":"Peer victimization; Mental health; Anxiety; Longitudinal study; Depression (economics); Odds ratio; Medicine; Poison control; Psychiatry; Injury prevention; Suicide prevention; Cohort study; Population; Clinical psychology; Occupational safety and health; Cohort; Peer group; Psychology; Developmental psychology; Medical emergency; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001526494,0.0001063552,0.0002856545,0.0003687329,0.0002406956,0.00002202153,0.00009584212,0.0001946095,0.001179044],"category_scores_gemma":[0.0006499311,0.0000975228,0.00004162332,0.0003455202,0.00004209388,0.0001118165,0.000006878822,0.0002935075,0.000002219412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012655,"about_ca_system_score_gemma":0.0008541146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01012406,"about_ca_topic_score_gemma":0.05041582,"domain_scores_codex":[0.9976004,0.0003504871,0.0006896814,0.0001670968,0.000945311,0.0002469824],"domain_scores_gemma":[0.9984543,0.000077495,0.0005947,0.00008385157,0.0004289726,0.000360629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002170719,0.0002861544,0.9887736,0.00000704462,0.00005044696,0.000003167345,0.007269246,0.00002201851,0.000001107685,0.00003491592,0.001347874,0.002182694],"study_design_scores_gemma":[0.001972324,0.0003124601,0.9945043,0.0001387082,0.00001345954,0.00001168449,0.002323319,0.0004767591,0.000002572279,0.00002354065,0.0001573886,0.00006348704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934005,0.00007928589,0.0004019545,0.004598922,0.001057733,0.0002835092,0.00007599506,0.00001037904,0.00009169734],"genre_scores_gemma":[0.9990767,0.0000129074,0.0001172376,0.0003931168,0.0002775271,0.000004848352,0.00004416206,0.00001086331,0.00006263219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04029176,"threshold_uncertainty_score":0.999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092888516415724,"score_gpt":0.2875586255823103,"score_spread":0.276629740418153,"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."}}