{"id":"W7162106996","doi":"10.82308/24477","title":"Associations between peer victimization, depressive symptoms, and suicidal ideation: investigating biological underpinnings","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Suicidal ideation; Peer victimization; Context (archaeology); Suicide prevention; Poison control; Depression (economics); Injury prevention; Association (psychology); Human factors and ergonomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001248733,0.0003002769,0.0004360749,0.001050473,0.0005362025,0.0010269,0.0006002394,0.0005035429,0.001549558],"category_scores_gemma":[0.0045507,0.0003184613,0.000638077,0.001120461,0.0004525177,0.0007059665,0.0008853403,0.0008796951,0.0001807047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008535584,"about_ca_system_score_gemma":0.001172924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02996865,"about_ca_topic_score_gemma":0.04718989,"domain_scores_codex":[0.99939,0.0002068917,0.00005068807,0.0001100676,0.0001374346,0.0001049304],"domain_scores_gemma":[0.998234,0.0004277267,0.0007201198,0.00009437488,0.0002698647,0.0002539069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003865073,0.00004968336,0.9960855,0.00003600292,0.00008550232,0.00002561349,0.0004766034,0.0000177476,0.00006892269,0.00007844398,0.0000546711,0.002982674],"study_design_scores_gemma":[0.00000180253,0.00005422003,0.9988773,0.00003314714,0.00004566425,0.00003999216,0.0006765883,0.00009737712,0.00002143754,0.00004072524,0.0001091915,0.000002497942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975863,0.001282737,0.00009124981,0.0001429069,0.000007850177,0.00002493473,0.0002085741,0.000001571857,0.0006539248],"genre_scores_gemma":[0.9981342,0.001088333,0.0001926561,0.00002667778,0.00001877539,0.00003327159,0.0001946952,0.000001197915,0.0003102219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02996865,"threshold_uncertainty_score":0.05958843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04498585932154569,"score_gpt":0.3402354139724708,"score_spread":0.2952495546509251,"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."}}