{"id":"W4401841467","doi":"10.1038/s41380-024-02704-4","title":"Longitudinal characterization of impulsivity phenotypes boosts signal for genomic correlates and heritability","year":2024,"lang":"en","type":"article","venue":"Molecular Psychiatry","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Alliance de recherche numérique du Canada; CIHR Skin Research Training Centre; University of Bristol; McMaster University; Government of Canada; Peter Boris Centre for Addictions Research; Wellcome Trust; Medical Research Council; Wellcome","keywords":"Impulsivity; Heritability; Endophenotype; Genome-wide association study; Sensation seeking; Longitudinal study; Genetic correlation; Genetic association; Psychology; Genetics; Single-nucleotide polymorphism; Clinical psychology; Medicine; Personality; Biology; Psychiatry; Genetic variation; Cognition; Gene; Genotype","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002304369,0.0006629883,0.0006715863,0.0008632236,0.0008883304,0.001378477,0.0006354555,0.001078945,0.003324653],"category_scores_gemma":[0.007576635,0.0004723267,0.0006819359,0.0009657034,0.0004864979,0.0009271159,0.001030029,0.001873524,0.0003882313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479931,"about_ca_system_score_gemma":0.0004652344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004469004,"about_ca_topic_score_gemma":0.006160309,"domain_scores_codex":[0.9986879,0.0004895857,0.00008588004,0.0004616155,0.0001198418,0.0001551049],"domain_scores_gemma":[0.9947695,0.00163941,0.001203356,0.001387433,0.0005701701,0.0004300091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000911522,0.0004406912,0.9579579,0.00003881981,0.0005706033,0.0004181574,0.0005042465,0.0005181422,0.01209144,0.000955321,0.001123725,0.02446945],"study_design_scores_gemma":[0.00002706991,0.0002857488,0.9938489,0.00003480416,0.0002010653,0.0004228139,0.0002067167,0.0008805936,0.001337006,0.001414864,0.001316481,0.00002392477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886178,0.0004233079,0.00710995,0.0006498366,0.0000719544,0.00002827935,0.001494803,0.00008623336,0.001517794],"genre_scores_gemma":[0.993354,0.0002110772,0.003769106,0.000292404,0.0000582041,0.00005687023,0.000985802,0.00007629785,0.00119624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004469004,"threshold_uncertainty_score":0.01218683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832249307884608,"score_gpt":0.3314271105453027,"score_spread":0.3131046174664566,"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."}}