{"id":"W2118951391","doi":"10.1177/070674370304800903","title":"Identifying and Targeting Risk for Involvement in Bullying and Victimization","year":2003,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":259,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; York University; Queen's University","funders":"National Health Research Institutes","keywords":"Aggression; Psychology; Peer victimization; Distress; Human factors and ergonomics; Poison control; Suicide prevention; Developmental psychology; Injury prevention; Peer group; Social psychology; Clinical psychology; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001141163,0.00009011257,0.0001238195,0.0002215669,0.0004979019,0.00008117314,0.00008386095,0.00007181985,0.0001074293],"category_scores_gemma":[0.0001104755,0.00007069181,0.00003202803,0.0001467844,0.00005002871,0.00009995508,0.000004505556,0.0002094419,9.09962e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004648252,"about_ca_system_score_gemma":0.0002977841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406288,"about_ca_topic_score_gemma":0.1058043,"domain_scores_codex":[0.9990798,0.0001708673,0.0003398665,0.0001180653,0.00007438321,0.0002170128],"domain_scores_gemma":[0.9992506,0.00006318389,0.0003610683,0.00008604654,0.00007378872,0.0001653388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000288231,0.00001700325,0.9698568,0.00003271954,0.00004671518,0.000004465726,0.008257979,0.0004757202,0.00001466217,0.01675378,0.003123446,0.001387915],"study_design_scores_gemma":[0.01230934,0.0006743522,0.6437581,0.001891619,0.0005553894,0.0007024112,0.07615329,0.002828704,0.0001067944,0.2239255,0.03591305,0.001181446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641158,0.01506541,0.01279627,0.003005069,0.003883805,0.0003666696,0.000009390546,0.00000682031,0.0007507823],"genre_scores_gemma":[0.9859696,0.0002230579,0.01312465,0.0003581548,0.0002132193,0.000006213311,0.000002194904,0.00001994056,0.00008296975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3260987,"threshold_uncertainty_score":0.9105124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892631749780102,"score_gpt":0.272338074763415,"score_spread":0.2534117572656139,"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."}}