{"id":"W3186061193","doi":"10.1038/s41398-021-01480-x","title":"Genetic association study of childhood aggression across raters, instruments, and age","year":2021,"lang":"en","type":"review","venue":"Translational Psychiatry","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; Economic and Social Research Council; Medical Research Council; Novo Nordisk Fonden; European Commission; Lundbeckfonden; Wellcome Trust","keywords":"Aggression; Association (psychology); Psychology; Clinical psychology; Psychiatry; Genetic association; Developmental psychology; Medicine; Genetics; Biology; Genotype; Single-nucleotide polymorphism; Psychotherapist","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":[0.01041801,0.001242818,0.002311875,0.002369791,0.0008710067,0.001791763,0.001199243,0.001101674,0.001666006],"category_scores_gemma":[0.01205356,0.0007852273,0.007868301,0.004172063,0.0005920702,0.000474624,0.0009881299,0.001291197,0.0001818844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160295,"about_ca_system_score_gemma":0.0004046931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772304,"about_ca_topic_score_gemma":0.006011725,"domain_scores_codex":[0.98783,0.007324641,0.0009111408,0.002604219,0.0009525635,0.000377534],"domain_scores_gemma":[0.9849975,0.008635382,0.002619159,0.002467237,0.0009542229,0.0003264245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001857805,0.0000479174,0.8667922,0.0004206239,0.1200656,0.0002823289,0.0001016929,0.001245097,0.00222405,0.0002262744,0.0004133648,0.006323164],"study_design_scores_gemma":[0.0002756732,0.0006323795,0.8853093,0.0002615336,0.1034248,0.0006143722,0.0001961333,0.005194332,0.001894325,0.0008062393,0.001346863,0.00004408084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9588146,0.02669765,0.01044993,0.0003839276,0.0002592329,0.00005016386,0.002266716,0.0001525375,0.0009252496],"genre_scores_gemma":[0.9957907,0.001415466,0.001746167,0.0000744647,0.00005552535,0.00003556076,0.0006479772,0.000031774,0.0002024143],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01041801,"threshold_uncertainty_score":0.05509639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032333419046445,"score_gpt":0.3349166919625627,"score_spread":0.3145933577720983,"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."}}