{"id":"W4213063376","doi":"10.1192/j.eurpsy.2021.255","title":"Mood and suicidality amongst cyberbullied adolescents- a cross-sectional study from youth risk behavior survey","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Feeling; Sadness; Mental health; Mood; Suicide prevention; Logistic regression; Clinical psychology; Psychology; Psychiatry; Poison control; Youth Risk Behavior Survey; Injury prevention; Occupational safety and health; Suicide attempt; Medicine; Demography; Anger; Medical emergency; Internal medicine; Social psychology","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":[0.0007684555,0.0002130717,0.0003461122,0.001295611,0.0003873991,0.0006108296,0.0002532416,0.0003134655,0.00137383],"category_scores_gemma":[0.001041811,0.0003420762,0.0005634298,0.001016104,0.0001494242,0.0003822972,0.0004912677,0.0005289445,0.0004254683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003660734,"about_ca_system_score_gemma":0.000452412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008112045,"about_ca_topic_score_gemma":0.01428509,"domain_scores_codex":[0.9995198,0.0001046281,0.0001111015,0.00007170928,0.0001230732,0.00006965884],"domain_scores_gemma":[0.9992834,0.00005193021,0.0002980669,0.00003968427,0.0001677212,0.0001592748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007315267,0.00002791488,0.9991271,0.00001637471,0.00001619903,0.00002252361,0.00009754769,0.000005741277,0.00004132533,0.000004999862,0.00007945416,0.0005535905],"study_design_scores_gemma":[0.000001641639,0.00004423822,0.9992254,0.00001586346,0.00001255718,0.0001125387,0.0003844009,0.0000217371,0.00002467526,0.000004149453,0.0001516776,0.000001179859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963977,0.0002775886,0.00009803895,0.00006001689,0.000007841826,0.00009365975,0.002419189,0.000005638363,0.0006404119],"genre_scores_gemma":[0.9960837,0.0004111959,0.0002877682,0.000100233,0.00001207271,0.0001502039,0.002511871,0.000003361006,0.0004395765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008112045,"threshold_uncertainty_score":0.01612967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0323440007216839,"score_gpt":0.3094308128862256,"score_spread":0.2770868121645417,"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."}}