{"id":"W4387515224","doi":"10.1016/j.euroneuro.2023.08.431","title":"F43. EFFECTS OF CANDIDATE GENES AND POLYGENIC RISK ON THE DEVELOPMENT OF DEPRESSION IN A PEER VICTIMIZED POPULATION","year":2023,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Candidate gene; Depression (economics); Genome-wide association study; Aggression; Psychology; Clinical psychology; Gene–environment interaction; Population; Psychiatry; Medicine; Genetics; Single-nucleotide polymorphism; Gene; Genotype; Biology; Environmental health","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":[0.0005399472,0.0008426696,0.0005371368,0.0007889539,0.00128847,0.0004318879,0.000680674,0.001114327,0.01558136],"category_scores_gemma":[0.001896314,0.0002017898,0.001059075,0.0006717175,0.0005256402,0.0003205714,0.0005429395,0.001146536,0.0005732786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318543,"about_ca_system_score_gemma":0.0003153289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031706,"about_ca_topic_score_gemma":0.00393789,"domain_scores_codex":[0.999297,0.0002648071,0.00003723051,0.0002217572,0.00005852453,0.0001206559],"domain_scores_gemma":[0.9990296,0.0003768416,0.0001569128,0.00008052984,0.00007236114,0.00028366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009738514,0.001575603,0.8821813,0.0001524219,0.003080945,0.02086051,0.002215382,0.0004406336,0.05425238,0.001455587,0.00378198,0.02026457],"study_design_scores_gemma":[0.0001589661,0.001154185,0.9886991,0.00003079324,0.0006001337,0.00472238,0.000727048,0.0009773419,0.001247204,0.000419216,0.001232797,0.00003077216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974377,0.0001428596,0.0004672268,0.0002403899,0.00006293166,0.00001251138,0.0006112371,0.00001768106,0.00100752],"genre_scores_gemma":[0.9970819,0.00004915877,0.0003357377,0.00009137833,0.00004807064,0.00002333978,0.0002800238,0.00001814256,0.002072403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01558136,"threshold_uncertainty_score":0.05212486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583253294571026,"score_gpt":0.2494099244618766,"score_spread":0.2335773915161664,"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."}}