{"id":"W3163940157","doi":"10.1177/08902070211019242","title":"Taking risks to feel excitement: Detailed personality profile and genetic associations","year":2021,"lang":"en","type":"article","venue":"European Journal of Personality","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Tartu Ülikool; Eesti Teadusagentuur","keywords":"Medicine; Personality; Big Five personality traits; Poison control; Injury prevention; Human factors and ergonomics; Suicide prevention; Clinical psychology; Young adult; Personality Assessment Inventory; Psychiatry; Gerontology; Psychology; Social psychology; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002532788,0.0002618225,0.0004896026,0.0001235243,0.0002736359,0.0001231985,0.0003292765,0.00007730666,0.006968779],"category_scores_gemma":[0.0004282917,0.0002514865,0.000287568,0.0003408597,0.0001360718,0.000120984,0.00009900251,0.000582538,0.0002173094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051159,"about_ca_system_score_gemma":0.0001132709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009557,"about_ca_topic_score_gemma":0.00009542381,"domain_scores_codex":[0.995039,0.002609467,0.0008668773,0.0005012886,0.0004917578,0.0004916061],"domain_scores_gemma":[0.9977387,0.0002096786,0.0007693502,0.0003407102,0.0005007355,0.0004408846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005760567,0.001776184,0.8059728,0.0001265594,0.001961149,0.004086639,0.05338443,0.00001469601,0.009123463,0.003994434,0.0351826,0.08380102],"study_design_scores_gemma":[0.001392714,0.0002438925,0.9734171,0.0000483432,0.0001256251,0.0006529912,0.001627305,0.0000063616,0.00002788906,0.0001052006,0.0220942,0.0002583901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430415,0.00131648,0.002283189,0.004703834,0.0008214404,0.0001454296,0.0001784861,0.00002620072,0.04748342],"genre_scores_gemma":[0.989417,0.00002325317,0.004565375,0.003495543,0.0008906559,0.000004159428,0.00001566763,0.00004239879,0.001545949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674443,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258739476494258,"score_gpt":0.3776953630714688,"score_spread":0.251821415422043,"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."}}