{"id":"W3009199135","doi":"10.1186/s13104-020-04989-4","title":"Bullying victimization among preadolescents in a community-based sample in Canada: a latent class analysis","year":2020,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Latent class model; Psychology; Peer victimization; Clinical psychology; Feeling; Suicidal ideation; Anxiety; Mental health; Suicide prevention; Poison control; Injury prevention; Developmental psychology; Psychiatry; Medicine; Social psychology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266795,0.0004435319,0.0005319258,0.002002466,0.004855229,0.00220822,0.001552324,0.000513777,0.001740671],"category_scores_gemma":[0.002371332,0.0004809755,0.0009815861,0.003404262,0.0009573933,0.0005266763,0.001534443,0.001176896,0.0002379218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01399917,"about_ca_system_score_gemma":0.01989282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9826262,"about_ca_topic_score_gemma":0.9874991,"domain_scores_codex":[0.9988802,0.0001485018,0.00007279589,0.0001768158,0.0003004121,0.0004213382],"domain_scores_gemma":[0.998107,0.0001324293,0.0003792039,0.0001295396,0.0007622003,0.0004896286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002815686,0.00006328814,0.9957879,0.000010968,0.00003490979,0.00004874242,0.001644905,0.0000461941,0.00009018801,0.00008668848,0.0002576176,0.001900466],"study_design_scores_gemma":[0.00000476527,0.00002097129,0.9945387,0.00002354681,0.00002072582,0.00002812747,0.004566471,0.000463429,0.0000282259,0.00002885571,0.0002702111,0.000005941411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986547,0.0001054223,0.0001205596,0.000095304,0.000003630394,0.00004371686,0.0006492948,0.000003526637,0.0003238286],"genre_scores_gemma":[0.997636,0.0002593649,0.0002866916,0.00003692699,0.000003101951,0.00003833229,0.001257468,0.000004420816,0.0004777683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0173738,"threshold_uncertainty_score":0.1015716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1656483137096731,"score_gpt":0.3814893571590379,"score_spread":0.2158410434493648,"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."}}